https://reu.cs.mu.edu/api.php?action=feedcontributions&user=Wylief&feedformat=atomREU@MU - User contributions [en]2024-03-29T10:57:43ZUser contributionsMediaWiki 1.23.13https://reu.cs.mu.edu/index.php/Summer_2020_ProjectsSummer 2020 Projects2020-08-07T22:07:52Z<p>Wylief: </p>
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| [[Image:FrydrychowiczReuPoster.png|200px|link=https://reu.cs.mu.edu/index.php/File:FrydrychowiczReuPoster.png]]<br />
| '''[[Text Analytics for Predicting Crisis Events in Veterans]]''': <br />Student Researcher: [[User:Wylief|Wylie Frydrychowicz]] <br />Mentor: [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br /><br />
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| '''[[Improving Embedded XINU Support for Multicore Architecture]]''': <br />Student Researcher: [[User:Agebhard|Alex Gebhard]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Mobile Applications for hrvMarquette: Heart Rate Variability Estimation]]''': <br />Student Researcher: [[User:Eburkholder|Eric Burkholder]] <br />Mentor: [http://www.mscs.mu.edu/~iq/service.html Dr. Sheikh Iqbal Ahamed]<br /><br />
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| '''[[Refining Concurrency in XINU Operating System for Inter-Core Communication and Non-Blocking Data Structures]]''': <br />Student Researcher: [[User:Jaustin|John Austin]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Modeling the Progress and Efficacy of Wisconsin CS Education]]''': <br />Student Researcher: [[User:Alexanderr|Alexander Rambasek]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Identifying Appropriate Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility]]''': <br />Student Researcher: [[User:Snemoto|Shota Nemoto]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] <br /><br />
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| '''[[Understanding the Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]]''': <br />Student Researcher: [[User:Slogan|Sarah Logan]] <br \>Mentor: [https://www.michaelzimmer.org/ Dr. Michael Zimmer] <br /><br />
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| '''[[Predicting Opioid Overdose Readmission and Opioid Use Disorder with Machine Learning]]''': <br />Student Researcher: [[User:Smcdougall|Sarah McDougall]] <br \>Mentor: [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] <br /><br />
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| '''[[Association Between Crime, Places, and Neighborhood Characteristics]]''': <br />Student Researcher: [[User:Rbravo|Ross Bravo]] <br \>Mentor: [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden] <br /><br />
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| '''[[Understanding and Predicting Sea Ice Melting from NASA's ICESat-2 Launch]]''': <br />Student Researcher: [[User:Edoyle|Erin Doyle]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] <br /><br />
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| '''[[Developing Ethical Algorithms for Placement Stability in the Foster Care System]]''': <br />Student Researcher: [[User:Crepaci|Charlie Repaci]] <br \>Mentor: [https://www.shionguha.net/ Dr. Shion Guha] <br /><br />
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| '''[[Parent and child physical activity and sleep in determining overweight and obese children’s behaviors]]''': <br />Student Researcher: [[User:Hdaguinsin|Hannah Daguinsin]] <br \>Mentor: [https://www.marquette.edu/physical-therapy/directory/paula-papanek.php Dr. Paula Papanek] <br /><br />
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| '''[[CTDPathSim: Cell line-tumor deconvoluted pathway-based similarity in the context of precision medicine in cancer]]''': <br />Student Researcher: [[User:Mmoravec|Matt Moravec]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/serdar-bozdag.php Dr. Serdar Bozdag] <br /><br />
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| '''[[Digital Signal Processing on Embedded Xinu]]''': <br />Student Researcher: [[User:rlatinov|Rade Latinovich]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| [[Image:FrydrychowiczReuPoster.png|200px|link=https://imgur.com/a/cx1Cepc]]<br />
| '''[[Text Analytics for Predicting Crisis Events in Veterans]]''': <br />Student Researcher: [[User:Wylief|Wylie Frydrychowicz]] <br />Mentor: [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br /><br />
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| '''[[Improving Embedded XINU Support for Multicore Architecture]]''': <br />Student Researcher: [[User:Agebhard|Alex Gebhard]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Mobile Applications for hrvMarquette: Heart Rate Variability Estimation]]''': <br />Student Researcher: [[User:Eburkholder|Eric Burkholder]] <br />Mentor: [http://www.mscs.mu.edu/~iq/service.html Dr. Sheikh Iqbal Ahamed]<br /><br />
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| '''[[Refining Concurrency in XINU Operating System for Inter-Core Communication and Non-Blocking Data Structures]]''': <br />Student Researcher: [[User:Jaustin|John Austin]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Modeling the Progress and Efficacy of Wisconsin CS Education]]''': <br />Student Researcher: [[User:Alexanderr|Alexander Rambasek]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Identifying Appropriate Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility]]''': <br />Student Researcher: [[User:Snemoto|Shota Nemoto]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] <br /><br />
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| '''[[Understanding the Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]]''': <br />Student Researcher: [[User:Slogan|Sarah Logan]] <br \>Mentor: [https://www.michaelzimmer.org/ Dr. Michael Zimmer] <br /><br />
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| '''[[Predicted Risk of Opioid Use Disorder]]''': <br />Student Researcher: [[User:Smcdougall|Sarah McDougall]] <br \>Mentor: [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] <br /><br />
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| '''[[Association Between Crime, Places, and Neighborhood Characteristics]]''': <br />Student Researcher: [[User:Rbravo|Ross Bravo]] <br \>Mentor: [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden] <br /><br />
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| '''[[Understanding and Predicting Sea Ice Melting from NASA's ICESat-2 Launch]]''': <br />Student Researcher: [[User:Edoyle|Erin Doyle]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] <br /><br />
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| '''[[Developing Ethical Algorithms for Placement Stability in the Foster Care System]]''': <br />Student Researcher: [[User:Crepaci|Charlie Repaci]] <br \>Mentor: [https://www.shionguha.net/ Dr. Shion Guha] <br /><br />
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| '''[[Parent and child physical activity and sleep in determining overweight and obese children’s behaviors]]''': <br />Student Researcher: [[User:Hdaguinsin|Hannah Daguinsin]] <br \>Mentor: [https://www.marquette.edu/physical-therapy/directory/paula-papanek.php Dr. Paula Papanek] <br /><br />
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| '''[[CTDPathSim: Cell line-tumor deconvoluted pathway-based similarity in the context of precision medicine in cancer]]''': <br />Student Researcher: [[User:Mmoravec|Matt Moravec]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/serdar-bozdag.php Dr. Serdar Bozdag] <br /><br />
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| '''[[Digital Signal Processing on Embedded Xinu]]''': <br />Student Researcher: [[User:rlatinov|Rade Latinovich]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Text Analytics for Predicting Crisis Events in Veterans]]''': <br />Student Researcher: [[User:Wylief|Wylie Frydrychowicz]] <br />Mentor: [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br /><br />
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| '''[[Improving Embedded XINU Support for Multicore Architecture]]''': <br />Student Researcher: [[User:Agebhard|Alex Gebhard]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Mobile Applications for hrvMarquette: Heart Rate Variability Estimation]]''': <br />Student Researcher: [[User:Eburkholder|Eric Burkholder]] <br />Mentor: [http://www.mscs.mu.edu/~iq/service.html Dr. Sheikh Iqbal Ahamed]<br /><br />
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| '''[[Refining Concurrency in XINU Operating System for Inter-Core Communication and Non-Blocking Data Structures]]''': <br />Student Researcher: [[User:Jaustin|John Austin]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Modeling the Progress and Efficacy of Wisconsin CS Education]]''': <br />Student Researcher: [[User:Alexanderr|Alexander Rambasek]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Identifying Appropriate Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility]]''': <br />Student Researcher: [[User:Snemoto|Shota Nemoto]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] <br /><br />
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| '''[[Understanding the Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]]''': <br />Student Researcher: [[User:Slogan|Sarah Logan]] <br \>Mentor: [https://www.michaelzimmer.org/ Dr. Michael Zimmer] <br /><br />
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| '''[[Predicted Risk of Opioid Use Disorder]]''': <br />Student Researcher: [[User:Smcdougall|Sarah McDougall]] <br \>Mentor: [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] <br /><br />
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| '''[[Association Between Crime, Places, and Neighborhood Characteristics]]''': <br />Student Researcher: [[User:Rbravo|Ross Bravo]] <br \>Mentor: [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden] <br /><br />
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| '''[[Understanding and Predicting Sea Ice Melting from NASA's ICESat-2 Launch]]''': <br />Student Researcher: [[User:Edoyle|Erin Doyle]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] <br /><br />
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| '''[[Developing Ethical Algorithms for Placement Stability in the Foster Care System]]''': <br />Student Researcher: [[User:Crepaci|Charlie Repaci]] <br \>Mentor: [https://www.shionguha.net/ Dr. Shion Guha] <br /><br />
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| '''[[Parent and child physical activity and sleep in determining overweight and obese children’s behaviors]]''': <br />Student Researcher: [[User:Hdaguinsin|Hannah Daguinsin]] <br \>Mentor: [https://www.marquette.edu/physical-therapy/directory/paula-papanek.php Dr. Paula Papanek] <br /><br />
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| '''[[CTDPathSim: Cell line-tumor deconvoluted pathway-based similarity in the context of precision medicine in cancer]]''': <br />Student Researcher: [[User:Mmoravec|Matt Moravec]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/serdar-bozdag.php Dr. Serdar Bozdag] <br /><br />
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| '''[[Digital Signal Processing on Embedded Xinu]]''': <br />Student Researcher: [[User:rlatinov|Rade Latinovich]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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|}</div>Wyliefhttps://reu.cs.mu.edu/index.php/File:FrydrychowiczReuPoster.pngFile:FrydrychowiczReuPoster.png2020-08-07T18:08:00Z<p>Wylief: Wylief uploaded a new version of &quot;File:FrydrychowiczReuPoster.png&quot;</p>
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<div></div>Wyliefhttps://reu.cs.mu.edu/index.php/File:FrydrychowiczReuPoster.pngFile:FrydrychowiczReuPoster.png2020-08-07T18:03:55Z<p>Wylief: </p>
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<div></div>Wyliefhttps://reu.cs.mu.edu/index.php/File:Reu-poster-2020-frydrychowicz.pngFile:Reu-poster-2020-frydrychowicz.png2020-08-07T18:02:14Z<p>Wylief: Wylief uploaded a new version of &quot;File:Reu-poster-2020-frydrychowicz.png&quot;</p>
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<div></div>Wyliefhttps://reu.cs.mu.edu/index.php/Summer_2020_ProjectsSummer 2020 Projects2020-08-07T17:59:49Z<p>Wylief: </p>
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| [[Image:Reu-poster-2020-frydrychowicz.png|200px]]<br />
| '''[[Text Analytics for Predicting Crisis Events in Veterans]]''': <br />Student Researcher: [[User:Wylief|Wylie Frydrychowicz]] <br />Mentor: [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br /><br />
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| '''[[Improving Embedded XINU Support for Multicore Architecture]]''': <br />Student Researcher: [[User:Agebhard|Alex Gebhard]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Mobile Applications for hrvMarquette: Heart Rate Variability Estimation]]''': <br />Student Researcher: [[User:Eburkholder|Eric Burkholder]] <br />Mentor: [http://www.mscs.mu.edu/~iq/service.html Dr. Sheikh Iqbal Ahamed]<br /><br />
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| '''[[Refining Concurrency in XINU Operating System for Inter-Core Communication and Non-Blocking Data Structures]]''': <br />Student Researcher: [[User:Jaustin|John Austin]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Modeling the Progress and Efficacy of Wisconsin CS Education]]''': <br />Student Researcher: [[User:Alexanderr|Alexander Rambasek]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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| '''[[Identifying Appropriate Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility]]''': <br />Student Researcher: [[User:Snemoto|Shota Nemoto]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] <br /><br />
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| '''[[Understanding the Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]]''': <br />Student Researcher: [[User:Slogan|Sarah Logan]] <br \>Mentor: [https://www.michaelzimmer.org/ Dr. Michael Zimmer] <br /><br />
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| '''[[Predicted Risk of Opioid Use Disorder]]''': <br />Student Researcher: [[User:Smcdougall|Sarah McDougall]] <br \>Mentor: [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] <br /><br />
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| '''[[Association Between Crime, Places, and Neighborhood Characteristics]]''': <br />Student Researcher: [[User:Rbravo|Ross Bravo]] <br \>Mentor: [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden] <br /><br />
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| '''[[Understanding and Predicting Sea Ice Melting from NASA's ICESat-2 Launch]]''': <br />Student Researcher: [[User:Edoyle|Erin Doyle]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] <br /><br />
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| '''[[Developing Ethical Algorithms for Placement Stability in the Foster Care System]]''': <br />Student Researcher: [[User:Crepaci|Charlie Repaci]] <br \>Mentor: [https://www.shionguha.net/ Dr. Shion Guha] <br /><br />
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| '''[[Parent and child physical activity and sleep in determining overweight and obese children’s behaviors]]''': <br />Student Researcher: [[User:Hdaguinsin|Hannah Daguinsin]] <br \>Mentor: [https://www.marquette.edu/physical-therapy/directory/paula-papanek.php Dr. Paula Papanek] <br /><br />
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| '''[[CTDPathSim: Cell line-tumor deconvoluted pathway-based similarity in the context of precision medicine in cancer]]''': <br />Student Researcher: [[User:Mmoravec|Matt Moravec]] <br \>Mentor: [https://www.marquette.edu/computer-science/directory/serdar-bozdag.php Dr. Serdar Bozdag] <br /><br />
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| '''[[Digital Signal Processing on Embedded Xinu]]''': <br />Student Researcher: [[User:rlatinov|Rade Latinovich]] <br \>Mentor: [https://reu.cs.mu.edu/index.php/User:Brylow Dr. Dennis Brylow] <br /><br />
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|}</div>Wyliefhttps://reu.cs.mu.edu/index.php/File:Reu-poster-2020-frydrychowicz.pngFile:Reu-poster-2020-frydrychowicz.png2020-08-07T17:53:32Z<p>Wylief: </p>
<hr />
<div></div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-08-03T21:51:34Z<p>Wylief: /* Week 10: 8/3 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*Listened to Dr. Brylow give talk about good presentations<br />
*Made presentation on research/work done so far<br />
*Gave presentation and listened to peers presentations<br />
*Continued looking into Facebook Messenger API<br />
*Started reading Text Analytics with Python<br />
*Met with mentor and various peers throughout the week<br />
<br />
===Week 6: 7/6===<br />
*Continued going through the text analytics book<br />
*Implemented some of the tutorial code throughout the book<br />
*Learned about Text Classification<br />
*Met with peers and mentors to talk about the group message system<br />
*Met with REU peers and learned how to create posters<br />
*Started looking into various SMS-based group message systems<br />
<br />
===Week 7: 7/13===<br />
*Continued looking at various sms based group message systems<br />
*Started programming and interfacing with GroupMe's API<br />
*Started looking into scraping specific android SMS messages<br />
*Started using angry outburst data to perform text classification to train a ML model<br />
<br />
===Week 8: 7/20===<br />
*Worked on preprocessing data<br />
*Worked on labeling data<br />
*Met with REU mentors & students<br />
*Met with mentor<br />
*Met with project group<br />
<br />
===Week 9: 7/27===<br />
*Worked on visualizing the ML model metrics<br />
*Met with mentor<br />
*Mid-week REU check-in<br />
*Worked on poster<br />
*Met with project team<br />
*Worked on slide presentation<br />
<br />
===Week 10: 8/3===<br />
*Finished poster<br />
*Finished slides<br />
*Finished paper<br />
*Presented slides and poster<br />
*Took post-REU survey<br />
*Turned in slides, poster, and paper to Dr. Praveen</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-08-01T18:17:25Z<p>Wylief: /* Week 9: 7/27 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*Listened to Dr. Brylow give talk about good presentations<br />
*Made presentation on research/work done so far<br />
*Gave presentation and listened to peers presentations<br />
*Continued looking into Facebook Messenger API<br />
*Started reading Text Analytics with Python<br />
*Met with mentor and various peers throughout the week<br />
<br />
===Week 6: 7/6===<br />
*Continued going through the text analytics book<br />
*Implemented some of the tutorial code throughout the book<br />
*Learned about Text Classification<br />
*Met with peers and mentors to talk about the group message system<br />
*Met with REU peers and learned how to create posters<br />
*Started looking into various SMS-based group message systems<br />
<br />
===Week 7: 7/13===<br />
*Continued looking at various sms based group message systems<br />
*Started programming and interfacing with GroupMe's API<br />
*Started looking into scraping specific android SMS messages<br />
*Started using angry outburst data to perform text classification to train a ML model<br />
<br />
===Week 8: 7/20===<br />
*Worked on preprocessing data<br />
*Worked on labeling data<br />
*Met with REU mentors & students<br />
*Met with mentor<br />
*Met with project group<br />
<br />
===Week 9: 7/27===<br />
*Worked on visualizing the ML model metrics<br />
*Met with mentor<br />
*Mid-week REU check-in<br />
*Worked on poster<br />
*Met with project team<br />
*Worked on slide presentation<br />
<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-08-01T18:17:06Z<p>Wylief: /* Week 9: 7/27 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*Listened to Dr. Brylow give talk about good presentations<br />
*Made presentation on research/work done so far<br />
*Gave presentation and listened to peers presentations<br />
*Continued looking into Facebook Messenger API<br />
*Started reading Text Analytics with Python<br />
*Met with mentor and various peers throughout the week<br />
<br />
===Week 6: 7/6===<br />
*Continued going through the text analytics book<br />
*Implemented some of the tutorial code throughout the book<br />
*Learned about Text Classification<br />
*Met with peers and mentors to talk about the group message system<br />
*Met with REU peers and learned how to create posters<br />
*Started looking into various SMS-based group message systems<br />
<br />
===Week 7: 7/13===<br />
*Continued looking at various sms based group message systems<br />
*Started programming and interfacing with GroupMe's API<br />
*Started looking into scraping specific android SMS messages<br />
*Started using angry outburst data to perform text classification to train a ML model<br />
<br />
===Week 8: 7/20===<br />
*Worked on preprocessing data<br />
*Worked on labeling data<br />
*Met with REU mentors & students<br />
*Met with mentor<br />
*Met with project group<br />
<br />
===Week 9: 7/27===<br />
*Worked on visualizing the ML model metrics<br />
*Met with mentor<br />
*Met with REU<br />
*Worked on poster<br />
*Met with project team<br />
*Worked on slide presentation<br />
<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-08-01T18:16:16Z<p>Wylief: /* Week 9: 7/27 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*Listened to Dr. Brylow give talk about good presentations<br />
*Made presentation on research/work done so far<br />
*Gave presentation and listened to peers presentations<br />
*Continued looking into Facebook Messenger API<br />
*Started reading Text Analytics with Python<br />
*Met with mentor and various peers throughout the week<br />
<br />
===Week 6: 7/6===<br />
*Continued going through the text analytics book<br />
*Implemented some of the tutorial code throughout the book<br />
*Learned about Text Classification<br />
*Met with peers and mentors to talk about the group message system<br />
*Met with REU peers and learned how to create posters<br />
*Started looking into various SMS-based group message systems<br />
<br />
===Week 7: 7/13===<br />
*Continued looking at various sms based group message systems<br />
*Started programming and interfacing with GroupMe's API<br />
*Started looking into scraping specific android SMS messages<br />
*Started using angry outburst data to perform text classification to train a ML model<br />
<br />
===Week 8: 7/20===<br />
*Worked on preprocessing data<br />
*Worked on labeling data<br />
*Met with REU mentors & students<br />
*Met with mentor<br />
*Met with project group<br />
<br />
===Week 9: 7/27===<br />
*Worked on visualizing the ML model metrics<br />
*Met with mentor<br />
*Met with<br />
*Worked on poster<br />
*Worked on slide presentation<br />
<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-07-27T02:47:27Z<p>Wylief: /* Week 8: 7/20 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*Listened to Dr. Brylow give talk about good presentations<br />
*Made presentation on research/work done so far<br />
*Gave presentation and listened to peers presentations<br />
*Continued looking into Facebook Messenger API<br />
*Started reading Text Analytics with Python<br />
*Met with mentor and various peers throughout the week<br />
<br />
===Week 6: 7/6===<br />
*Continued going through the text analytics book<br />
*Implemented some of the tutorial code throughout the book<br />
*Learned about Text Classification<br />
*Met with peers and mentors to talk about the group message system<br />
*Met with REU peers and learned how to create posters<br />
*Started looking into various SMS-based group message systems<br />
<br />
===Week 7: 7/13===<br />
*Continued looking at various sms based group message systems<br />
*Started programming and interfacing with GroupMe's API<br />
*Started looking into scraping specific android SMS messages<br />
*Started using angry outburst data to perform text classification to train a ML model<br />
<br />
===Week 8: 7/20===<br />
*Worked on preprocessing data<br />
*Worked on labeling data<br />
*Met with REU mentors & students<br />
*Met with mentor<br />
*Met with project group<br />
<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-07-17T20:42:00Z<p>Wylief: /* Week 7: 7/13 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*Listened to Dr. Brylow give talk about good presentations<br />
*Made presentation on research/work done so far<br />
*Gave presentation and listened to peers presentations<br />
*Continued looking into Facebook Messenger API<br />
*Started reading Text Analytics with Python<br />
*Met with mentor and various peers throughout the week<br />
<br />
===Week 6: 7/6===<br />
*Continued going through the text analytics book<br />
*Implemented some of the tutorial code throughout the book<br />
*Learned about Text Classification<br />
*Met with peers and mentors to talk about the group message system<br />
*Met with REU peers and learned how to create posters<br />
*Started looking into various SMS-based group message systems<br />
<br />
===Week 7: 7/13===<br />
*Continued looking at various sms based group message systems<br />
*Started programming and interfacing with GroupMe's API<br />
*Started looking into scraping specific android SMS messages<br />
*Started using angry outburst data to perform text classification to train a ML model<br />
<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-07-10T21:46:44Z<p>Wylief: /* Week 6: 7/6 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*Listened to Dr. Brylow give talk about good presentations<br />
*Made presentation on research/work done so far<br />
*Gave presentation and listened to peers presentations<br />
*Continued looking into Facebook Messenger API<br />
*Started reading Text Analytics with Python<br />
*Met with mentor and various peers throughout the week<br />
<br />
===Week 6: 7/6===<br />
*Continued going through the text analytics book<br />
*Implemented some of the tutorial code throughout the book<br />
*Learned about Text Classification<br />
*Met with peers and mentors to talk about the group message system<br />
*Met with REU peers and learned how to create posters<br />
*Started looking into various SMS-based group message systems<br />
<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-07-06T15:08:59Z<p>Wylief: /* Week 5: 6/29 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*Listened to Dr. Brylow give talk about good presentations<br />
*Made presentation on research/work done so far<br />
*Gave presentation and listened to peers presentations<br />
*Continued looking into Facebook Messenger API<br />
*Started reading Text Analytics with Python<br />
*Met with mentor and various peers throughout the week<br />
<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-07-01T01:50:42Z<p>Wylief: /* Week 4: 6/22 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*Looked into various group message systems<br />
*Looked into Firebase cloud messaging for notifications<br />
*Setup a Facebook Messenger webhook<br />
*Met with mentor and group<br />
*Troubleshot the app with a peer<br />
*Learned about Dr. Walter Bialkowski's research<br />
<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-22T20:02:54Z<p>Wylief: /* Week 3: 6/15 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
*Updated iOS and Android app on each app store<br />
<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-22T20:02:24Z<p>Wylief: /* Week 3: 6/15 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
*Completed RCR training<br />
<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-17T15:33:32Z<p>Wylief: /* Week 3: 6/15 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
*Learned about the SMOTE technique for imbalanced data in ML<br />
<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-17T15:32:28Z<p>Wylief: /* Week 3: 6/15 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*Started looking into different group messaging platforms with APIs<br />
*Started reading literature about creating/using a group message system<br />
<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-17T15:31:02Z<p>Wylief: /* Week 2: 6/8 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
*Met with mentor and peers to talk about both apps<br />
<br />
===Week 3: 6/15===<br />
*<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-15T17:02:40Z<p>Wylief: /* Week 2: 6/8 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android and iOS apps<br />
*Edited a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
<br />
===Week 3: 6/15===<br />
*<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-12T23:35:29Z<p>Wylief: /* Week 2: 6/8 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android app<br />
*Started working on implementing into iOS app<br />
*Made a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
<br />
===Week 3: 6/15===<br />
*<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-12T23:34:54Z<p>Wylief: /* Week 2: 6/8 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*Implemented Feedback activity into android app<br />
*Made a PHP file to save the feedback data in the database<br />
*Made new table in database for the data<br />
<br />
===Week 3: 6/15===<br />
*<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-12T23:33:28Z<p>Wylief: /* Work Log (2020) */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 2: 6/8===<br />
*<br />
===Week 3: 6/15===<br />
*<br />
===Week 4: 6/22===<br />
*<br />
===Week 5: 6/29===<br />
*<br />
===Week 6: 7/6===<br />
*<br />
===Week 7: 7/13===<br />
*<br />
===Week 8: 7/20===<br />
*<br />
===Week 9: 7/27===<br />
*<br />
===Week 10: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-06T16:21:01Z<p>Wylief: /* Week 1: 6/1 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
*Worked on programming Feedback activity<br />
<br />
===Week 1: 6/8===<br />
*<br />
===Week 1: 6/15===<br />
*<br />
===Week 1: 6/22===<br />
*<br />
===Week 1: 6/29===<br />
*<br />
===Week 1: 7/6===<br />
*<br />
===Week 1: 7/13===<br />
*<br />
===Week 1: 7/20===<br />
*<br />
===Week 1: 7/27===<br />
*<br />
===Week 1: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-05T20:21:51Z<p>Wylief: /* Project Description: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as police contact, arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Milestones:'''==<br />
{| class="wikitable"<br />
|-<br />
|'''Week'''<br />
|'''Description'''<br />
|-<br />
|Week 1: Orientation<br />
|<br />
*Meet with REU students and mentors<br />
*Learn about introductory data science topics<br />
*Meet with my mentor to talk about the project<br />
|-<br />
|Week 2: Android/iOS programming<br />
|<br />
*Continue programming feedback activity (Android)<br />
*Continue programming serverside feedback activity (Php, mysql)<br />
*Start programming feedback activity (iOS)<br />
*TBD: Collect data from apps<br />
|-<br />
|Week 3: Group Messaging<br />
|<br />
*Read articles about implementing a group messaging system<br />
*Find best practices for implementing one<br />
*TBD: Collect data from the system<br />
|-<br />
|Week 4: Natural Language Processing<br />
|<br />
*Read articles about NLP<br />
*Find best practices for implementing one<br />
*Practice implementing NLP with a kaggle dataset<br />
|-<br />
|Week 5: TBD - Collect data<br />
|<br />
*Hopefully have veterans use apps to get data<br />
*Will update wiki when I know we'll have veterans<br />
|-<br />
|Week 6: TBD - Extract data<br />
|<br />
*Implement PHP/python script to export data into Excel or Csv file<br />
|-<br />
|Week 7: NLP on Data<br />
|<br />
*Using the data, create a ML alg that uses NLP<br />
*Use survey data, feedback data, and group message data<br />
|-<br />
|Week 8: Research Paper<br />
|<br />
*Plan to work on the paper throughout the whole summer, but this week will be used for writing the majority of my paper and refining it since I will have my data and ML alg output<br />
<br />
|-<br />
|Week 9: Poster<br />
|<br />
*Create poster by taking info from paper<br />
|-<br />
|Week 10: Finale<br />
|<br />
*Finish up critiquing paper/poster<br />
*Present poster<br />
|}</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-05T20:11:41Z<p>Wylief: </p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Milestones:'''==<br />
{| class="wikitable"<br />
|-<br />
|'''Week'''<br />
|'''Description'''<br />
|-<br />
|Week 1: Orientation<br />
|<br />
*Meet with REU students and mentors<br />
*Learn about introductory data science topics<br />
*Meet with my mentor to talk about the project<br />
|-<br />
|Week 2: Android/iOS programming<br />
|<br />
*Continue programming feedback activity (Android)<br />
*Continue programming serverside feedback activity (Php, mysql)<br />
*Start programming feedback activity (iOS)<br />
*TBD: Collect data from apps<br />
|-<br />
|Week 3: Group Messaging<br />
|<br />
*Read articles about implementing a group messaging system<br />
*Find best practices for implementing one<br />
*TBD: Collect data from the system<br />
|-<br />
|Week 4: Natural Language Processing<br />
|<br />
*Read articles about NLP<br />
*Find best practices for implementing one<br />
*Practice implementing NLP with a kaggle dataset<br />
|-<br />
|Week 5: TBD - Collect data<br />
|<br />
*Hopefully have veterans use apps to get data<br />
*Will update wiki when I know we'll have veterans<br />
|-<br />
|Week 6: TBD - Extract data<br />
|<br />
*Implement PHP/python script to export data into Excel or Csv file<br />
|-<br />
|Week 7: NLP on Data<br />
|<br />
*Using the data, create a ML alg that uses NLP<br />
*Use survey data, feedback data, and group message data<br />
|-<br />
|Week 8: Research Paper<br />
|<br />
*Plan to work on the paper throughout the whole summer, but this week will be used for writing the majority of my paper and refining it since I will have my data and ML alg output<br />
<br />
|-<br />
|Week 9: Poster<br />
|<br />
*Create poster by taking info from paper<br />
|-<br />
|Week 10: Finale<br />
|<br />
*Finish up critiquing paper/poster<br />
*Present poster<br />
|}</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-05T20:10:32Z<p>Wylief: /* Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Summary of Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster<br />
<br />
=='''Milestones:'''==<br />
{| class="wikitable"<br />
|-<br />
|'''Week'''<br />
|'''Description'''<br />
|-<br />
|Week 1: Orientation<br />
|<br />
*Meet with REU students and mentors<br />
*Learn about introductory data science topics<br />
*Meet with my mentor to talk about the project<br />
|-<br />
|Week 2: Android/iOS programming<br />
|<br />
*Continue programming feedback activity (Android)<br />
*Continue programming serverside feedback activity (Php, mysql)<br />
*Start programming feedback activity (iOS)<br />
*TBD: Collect data from apps<br />
|-<br />
|Week 3: Group Messaging<br />
|<br />
*Read articles about implementing a group messaging system<br />
*Find best practices for implementing one<br />
*TBD: Collect data from the system<br />
|-<br />
|Week 4: Natural Language Processing<br />
|<br />
*Read articles about NLP<br />
*Find best practices for implementing one<br />
*Practice implementing NLP with a kaggle dataset<br />
|-<br />
|Week 5: TBD - Collect data<br />
|<br />
*Hopefully have veterans use apps to get data<br />
*Will update wiki when I know we'll have veterans<br />
|-<br />
|Week 6: TBD - Extract data<br />
|<br />
*Implement PHP/python script to export data into Excel or Csv file<br />
|-<br />
|Week 7: NLP on Data<br />
|<br />
*Using the data, create a ML alg that uses NLP<br />
*Use survey data, feedback data, and group message data<br />
|-<br />
|Week 8: Research Paper<br />
|<br />
*Plan to work on the paper throughout the whole summer, but this week will be used for writing the majority of my paper and refining it since I will have my data and ML alg output<br />
<br />
|-<br />
|Week 9: Poster<br />
|<br />
*Create poster by taking info from paper<br />
|-<br />
|Week 10: Finale<br />
|<br />
*Finish up critiquing paper/poster<br />
*Present poster<br />
|}</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-05T20:03:56Z<p>Wylief: /* Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Summary of Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster<br />
<br />
=='''Milestones:'''==<br />
{| class="wikitable"<br />
|-<br />
|'''Week'''<br />
|'''Description'''<br />
|-<br />
|Week 1: Orientation<br />
|<br />
*Meet with REU students and mentors<br />
*Learn about introductory data science topics<br />
*Meet with my mentor to talk about the project<br />
|-<br />
|Week 2: Android/iOS programming<br />
|<br />
*Continue programming feedback activity (Android)<br />
*Continue programming serverside feedback activity (Php, mysql)<br />
*Possibly start programming iOS depending on time<br />
*TBD: Collect data from apps<br />
|-<br />
|Week 3: Group Messaging<br />
|<br />
*Read articles about implementing a group messaging system<br />
*Find best practices for implementing one<br />
*TBD: Collect data from the system<br />
|-<br />
|Week 4: Natural Language Processing<br />
|<br />
*Read articles about NLP<br />
*Find best practices for implementing one<br />
*Practice implementing NLP with a kaggle dataset<br />
|-<br />
|Week 5:<br />
|<br />
*<br />
|-<br />
|Week 6: TBD - Collect data<br />
|<br />
*Hopefully have veterans use apps to get data<br />
*Will update wiki when I know we'll have veterans<br />
|-<br />
|Week 7: NLP on Data<br />
|<br />
*Using the data, create a ML alg that uses NLP<br />
*Use survey data, feedback data, and group message data<br />
|-<br />
|Week 8: Research Paper<br />
|<br />
*Plan to work on the paper throughout the whole summer, but this week will be used for writing the majority of my paper and refining it since I will have my data and ML alg output<br />
<br />
|-<br />
|Week 9: Poster<br />
|<br />
*Create poster by taking info from paper<br />
|-<br />
|Week 10: Finale<br />
|<br />
*Finish up critiquing paper/poster<br />
*Present poster<br />
|}</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-05T19:30:49Z<p>Wylief: /* Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Summary of Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster<br />
<br />
=='''Milestones:'''==<br />
{| class="wikitable"<br />
|-<br />
|'''Week'''<br />
|'''Description'''<br />
|-<br />
|Week 1: Orientation<br />
|<br />
*<br />
|-<br />
|Week 2:<br />
|<br />
*<br />
|-<br />
|Week 3:<br />
|<br />
*<br />
|-<br />
|Week 4:<br />
|<br />
*<br />
|-<br />
|Week 5:<br />
|<br />
*<br />
|-<br />
|Week 6:<br />
|<br />
*<br />
|-<br />
|Week 7:<br />
|<br />
*<br />
|-<br />
|Week 8:<br />
|<br />
*<br />
|-<br />
|Week 9:<br />
|<br />
*<br />
|-<br />
|Week 10:<br />
|<br />
*<br />
|}</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-05T19:27:38Z<p>Wylief: </p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Summary of Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster<br />
<br />
=='''Milestones:'''==</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-05T19:27:16Z<p>Wylief: /* Tentative Overall Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Summary of Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-05T00:23:50Z<p>Wylief: /* Week 1: 6/1 */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording logs<br />
*Met with my mentor to talk about the research project<br />
<br />
===Week 1: 6/8===<br />
*<br />
===Week 1: 6/15===<br />
*<br />
===Week 1: 6/22===<br />
*<br />
===Week 1: 6/29===<br />
*<br />
===Week 1: 7/6===<br />
*<br />
===Week 1: 7/13===<br />
*<br />
===Week 1: 7/20===<br />
*<br />
===Week 1: 7/27===<br />
*<br />
===Week 1: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-05T00:13:24Z<p>Wylief: /* About me */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording good logs<br />
*Met with my mentor to talk about the research project<br />
<br />
===Week 1: 6/8===<br />
*<br />
===Week 1: 6/15===<br />
*<br />
===Week 1: 6/22===<br />
*<br />
===Week 1: 6/29===<br />
*<br />
===Week 1: 7/6===<br />
*<br />
===Week 1: 7/13===<br />
*<br />
===Week 1: 7/20===<br />
*<br />
===Week 1: 7/27===<br />
*<br />
===Week 1: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-05T00:04:32Z<p>Wylief: /* About me */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans | text analytics]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording good logs<br />
*Met with my mentor to talk about the research project<br />
<br />
===Week 1: 6/8===<br />
*<br />
===Week 1: 6/15===<br />
*<br />
===Week 1: 6/22===<br />
*<br />
===Week 1: 6/29===<br />
*<br />
===Week 1: 7/6===<br />
*<br />
===Week 1: 7/13===<br />
*<br />
===Week 1: 7/20===<br />
*<br />
===Week 1: 7/27===<br />
*<br />
===Week 1: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T23:53:04Z<p>Wylief: /* Project Description: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Overall Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T22:06:42Z<p>Wylief: /* Project Description: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be or are in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Overall Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T22:06:10Z<p>Wylief: /* Project Description: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts. We want to help the veterans by predicting if they will be or are in crisis.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Overall Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T22:05:26Z<p>Wylief: /* Tentative Overall Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Overall Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
**Veteran-related crises<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP<br />
*Write the research paper<br />
*Make the poster<br />
*Present the poster</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T22:01:03Z<p>Wylief: /* Tentative Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Overall Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T21:48:59Z<p>Wylief: /* Tentative Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems<br />
**Natural language processing<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data<br />
*Implement:<br />
**Text/group messaging system<br />
**Machine learning algorithm that uses NLP</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T21:45:13Z<p>Wylief: /* Tentative Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems and implement a system<br />
**Natural language processing and implement a machine learning algorithm<br />
*Gather:<br />
**Survey data<br />
**Feedback data<br />
**Text/group messaging data</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T21:43:49Z<p>Wylief: /* Tentative Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems and implement a system<br />
**Natural language processing and implement a machine learning algorithm</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T21:43:30Z<p>Wylief: /* Tentative Milestones: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Milestones:'''==<br />
*Read research articles about:<br />
**Text/group messaging systems and implement a system<br />
**Natural language processing and implement a machine learning algorithm using nlp</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T21:40:06Z<p>Wylief: </p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.<br />
<br />
=='''Tentative Milestones:'''==</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-04T21:31:25Z<p>Wylief: /* About me */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the [[Summer 2020 Projects | Summer 2020 REU]]. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording good logs<br />
*Met with my mentor to talk about the research project<br />
<br />
===Week 1: 6/8===<br />
*<br />
===Week 1: 6/15===<br />
*<br />
===Week 1: 6/22===<br />
*<br />
===Week 1: 6/29===<br />
*<br />
===Week 1: 7/6===<br />
*<br />
===Week 1: 7/13===<br />
*<br />
===Week 1: 7/20===<br />
*<br />
===Week 1: 7/27===<br />
*<br />
===Week 1: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/User:WyliefUser:Wylief2020-06-04T21:30:23Z<p>Wylief: /* About me */</p>
<hr />
<div>==About me==<br />
My name is Wylie Frydrychowicz. I am a senior at [https://www.marquette.edu/ Marquette University] studying [https://www.marquette.edu/computer-science/ Computer Science] and [https://www.marquette.edu/business/ Business Administration]. My mentor is [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju] for the Summer 2020 REU. The research topic is [[Text Analytics for Predicting Crisis Events in Veterans]].<br />
<br />
==Work Log (2020)==<br />
===Week 1: 6/1===<br />
*Learned about various topics in Data Science using the python programming language (Data Visualization, Pre-processing, Classification, and Machine Learning)<br />
*Learned about good research practices, including recording good logs<br />
*Met with my mentor to talk about the research project<br />
<br />
===Week 1: 6/8===<br />
*<br />
===Week 1: 6/15===<br />
*<br />
===Week 1: 6/22===<br />
*<br />
===Week 1: 6/29===<br />
*<br />
===Week 1: 7/6===<br />
*<br />
===Week 1: 7/13===<br />
*<br />
===Week 1: 7/20===<br />
*<br />
===Week 1: 7/27===<br />
*<br />
===Week 1: 8/3===<br />
*</div>Wyliefhttps://reu.cs.mu.edu/index.php/Text_Analytics_for_Predicting_Crisis_Events_in_VeteransText Analytics for Predicting Crisis Events in Veterans2020-06-04T21:15:19Z<p>Wylief: /* Project Goal: */</p>
<hr />
<div>'''Student:''' [[User:Wylief|Wylie Frydrychowicz]] <br/><br />
'''Mentor:''' [https://www.mscsnet.mu.edu/~praveen/index.html Dr. Praveen Madiraju]<br />
<br />
=='''Project Description:'''==<br />
Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, and angry outbursts.<br />
<br />
=='''Project Goal:'''==<br />
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.</div>Wylief