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| + | <p style="color: red"> Note : Our main NSF REU is no longer accepting applications for Summer 2024. Watch this space for Summer 2025 to open up in winter. </p> | ||
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<h1>Welcome to the [http://www.marquette.edu Marquette University] Data Science REU Wiki</h1> | <h1>Welcome to the [http://www.marquette.edu Marquette University] Data Science REU Wiki</h1> | ||
| − | [[Image:REU-2022-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2022_Projects]][[Image:Reu2020.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2020_Projects]][[Image:REU-2018-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2018_Projects]][[Image:REU-2017-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2017_Projects]][[Image:REU-2016-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2016_Projects]] [[Image:REU-2015-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2015_Projects]] [[Image:REU-2014-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2014_Projects]] [[Image:REU-2013-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2013_Projects]] [[Image:REU-2012-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2012_Projects]] [[Image:REU-2011-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2011_Projects]] | + | [[Image:REU-2022-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2022_Projects]] |
| + | [[Image:REU-2021-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2021_Projects]] | ||
| + | [[Image:Reu2020.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2020_Projects]][[Image:REU-2018-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2018_Projects]][[Image:REU-2017-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2017_Projects]][[Image:REU-2016-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2016_Projects]] [[Image:REU-2015-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2015_Projects]] [[Image:REU-2014-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2014_Projects]] [[Image:REU-2013-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2013_Projects]] [[Image:REU-2012-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2012_Projects]] [[Image:REU-2011-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2011_Projects]] | ||
== Summer Research Experience for Undergraduates == | == Summer Research Experience for Undergraduates == | ||
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We expect to run the program in-person at Marquette University campus in 2023. | We expect to run the program in-person at Marquette University campus in 2023. | ||
| − | Please find the Data Science REU Summer | + | Please find the Data Science REU Summer 2023 flyer in [[Media:DataScience-REU-Summer-2023Flyer.pdf| pdf ]] and |
| − | [[Media:Flyer-DataScience-REU- | + | [[Media:Flyer-DataScience-REU-2023.jpg| jpg ]] formats. |
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Healthcare | Healthcare | ||
* [[Predict Risk of Opioid Use Disorder]]. Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju] | * [[Predict Risk of Opioid Use Disorder]]. Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju] | ||
| + | * [[Clinical report writing – Analysis of uncertainty terms and usage of medical ontologies]]. Mentor [https://www.marquette.edu/electrical-computer-engineering/directory/priya-deshpand.php Dr. Priya Deshpande] | ||
| − | * [[ | + | * [[PEER SURE App: A Peer Supported Substance Use Research and Education Web Application with Generative AI]]. Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju] |
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| − | + | * [[dDream: Universal Human Vital Signs Identification]]. Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed] | |
* [[Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | * [[Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | ||
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* [[Predict Likelihood of Completion for Future Lifestyle Medicine Program ]]. Mentor [https://www.linkedin.com/in/olga-kozlova-ma-mba-41919419/ Ms. Olga Kozlova] & [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju] | * [[Predict Likelihood of Completion for Future Lifestyle Medicine Program ]]. Mentor [https://www.linkedin.com/in/olga-kozlova-ma-mba-41919419/ Ms. Olga Kozlova] & [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju] | ||
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* [[Capturing nutritional value at the point of consumption using accessible and inexpensive technologies ]]. Mentor [https://www.marquette.edu/computer-science/directory/walter-bialkowski.php Dr. Walt Bialkowski] & [https://www.marquette.edu/nursing/directory/randall-gretebeck.php Dr. Randall Gretebeck] | * [[Capturing nutritional value at the point of consumption using accessible and inexpensive technologies ]]. Mentor [https://www.marquette.edu/computer-science/directory/walter-bialkowski.php Dr. Walt Bialkowski] & [https://www.marquette.edu/nursing/directory/randall-gretebeck.php Dr. Randall Gretebeck] | ||
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| + | Spatial Analytics | ||
| + | * [[Approximate similarity search with shapes (geometries) using Product Quantization]]. Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] | ||
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Data Science Algorithms Ethics, Fairness and HCI: | Data Science Algorithms Ethics, Fairness and HCI: | ||
| + | * [[Investigating the effectiveness of chatGPT’s storytelling to provide support for postpartum mental health problems]]. Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya] | ||
* [[The Zuckerberg Files: Analyzing the Discourse of Mark Zuckerberg]]. Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer] | * [[The Zuckerberg Files: Analyzing the Discourse of Mark Zuckerberg]]. Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer] | ||
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| + | * [[Improving Online Shopping Experience with Digital Voice Assistants]]. Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya] | ||
| + | * [[Assessing the Framing and Priorities of Data Science Programs]]. Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer] | ||
* [[Preventing Postpartum Mental Health Problems]]. Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya] | * [[Preventing Postpartum Mental Health Problems]]. Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya] | ||
* [[Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]]. Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer] | * [[Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]]. Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer] | ||
* [[Using Bayesian Networks in Adaptive Online Skill Training]]. Mentor [https://www.marquette.edu/computer-science/directory/thomas-kaczmarek.php Dr. Tom Kaczmarek] | * [[Using Bayesian Networks in Adaptive Online Skill Training]]. Mentor [https://www.marquette.edu/computer-science/directory/thomas-kaczmarek.php Dr. Tom Kaczmarek] | ||
| + | * [[Milwaukee County Electronic Monitoring of Juvenile Defendants Project]]. Mentor [https://www.marquette.edu/social-cultural-sciences/directory/darren-wheelock.php Dr.Darren Wheelock] | ||
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| + | Social Science | ||
| + | * [[Ending Local and Regional Food Shortages using Community-Engaged Data Science]]. Mentor [https://www.marquette.edu/computer-science/directory/walter-bialkowski.php Dr. Walt Bialkowski] | ||
| + | * [[Generative AI for Crowdfunding: Promises and Pitfalls]]. Mentor [https://larry-xu.com/ Dr. Larry Zhiming Xu] | ||
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* [[Predicting Donations in Ukraine Crowdfunding Projects]]. Mentor [https://larry-xu.com/ Dr. Larry Zhiming Xu] | * [[Predicting Donations in Ukraine Crowdfunding Projects]]. Mentor [https://larry-xu.com/ Dr. Larry Zhiming Xu] | ||
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* [[Is the organizational digital divide geographical? ]]. Mentor [https://www.marquette.edu/business/directory/amrita-george.php Dr. Amrita George ] | * [[Is the organizational digital divide geographical? ]]. Mentor [https://www.marquette.edu/business/directory/amrita-george.php Dr. Amrita George ] | ||
| − | + | * [[Optimizing Food Distribution to Rural Communities Facing Food Insecurity ]]. Mentor [https://www.marquette.edu/computer-science/directory/walter-bialkowski.php Dr. Walt Bialkowski] | |
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Environmental Science | Environmental Science | ||
* [[Data Science using remote sensing data for predicting sea ice thickness]]. Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] | * [[Data Science using remote sensing data for predicting sea ice thickness]]. Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] | ||
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Social Science | Social Science | ||
* [[Association between crime, places, and neighborhood characteristics]]. Mentor [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden] | * [[Association between crime, places, and neighborhood characteristics]]. Mentor [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden] | ||
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Exercise Science | Exercise Science | ||
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* [[parent and child physical activity and sleep in determining overweight and obese children’s behaviors]]. Mentor [https://www.marquette.edu/physical-therapy/directory/paula-papanek.php Dr. Paula Papanek] | * [[parent and child physical activity and sleep in determining overweight and obese children’s behaviors]]. Mentor [https://www.marquette.edu/physical-therapy/directory/paula-papanek.php Dr. Paula Papanek] | ||
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| + | Security and Privacy: | ||
| − | + | * [[Cybersecurity, AI, and Machine Learning]]. Mentor [https://www.marquette.edu/computer-science/directory/thomas-kaczmarek.php Dr. Tom Kaczmarek] | |
| + | * [[Privacy-Preserving Machine Learning Inference with Zero-Knowledge Proofs]]. Mentor [https://www.marquette.edu/computer-science/directory/mumin-cebe.php Dr. Mumin Cebe] | ||
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* [[Constructing User Profiles Based on Visited Websites]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | * [[Constructing User Profiles Based on Visited Websites]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | ||
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* [[Prototyping SGX-MR: efficient access-pattern]]. Mentor [https://sites.google.com/view/kekechen Dr. Keke Chen] | * [[Prototyping SGX-MR: efficient access-pattern]]. Mentor [https://sites.google.com/view/kekechen Dr. Keke Chen] | ||
* [[Intrusion Detection in Swarm Robotics]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | * [[Intrusion Detection in Swarm Robotics]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | ||
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* [[Networking in Electronic Financial Markets]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | * [[Networking in Electronic Financial Markets]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | ||
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Computer Science Education: | Computer Science Education: | ||
* [[Modeling the Spread of K-12 Computer Science in Wisconsin]]. Mentor [[User:Brylow|Dr. Dennis Brylow]] | * [[Modeling the Spread of K-12 Computer Science in Wisconsin]]. Mentor [[User:Brylow|Dr. Dennis Brylow]] | ||
| + | * [[Assessment of an Automated Assessment Tool for Entry-Level Computer Science Courses]]. Mentor [https://www.marquette.edu/computer-science/directory/tahmidul-islam-molla.php Dr. Tahmidul Islam] | ||
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* [[Finding hotspots in geo-spatial data using spatial statistics]]. Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] | * [[Finding hotspots in geo-spatial data using spatial statistics]]. Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] | ||
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High Performance Computing and Computational Science: | High Performance Computing and Computational Science: | ||
* [[Accelerating Geo-Spatial Computations Using High Performance Computing]]. Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] | * [[Accelerating Geo-Spatial Computations Using High Performance Computing]]. Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri] | ||
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| + | * [[Generating and Analyzing Collective Concept Maps]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli] | ||
Embedded, Mobile, and Ubiquitous Systems: | Embedded, Mobile, and Ubiquitous Systems: | ||
* [[Embedded Xinu Operating System on Raspberry Pi]]. Mentor [[User:Brylow|Dr. Dennis Brylow]] | * [[Embedded Xinu Operating System on Raspberry Pi]]. Mentor [[User:Brylow|Dr. Dennis Brylow]] | ||
Latest revision as of 20:24, 18 June 2024
Note : Our main NSF REU is no longer accepting applications for Summer 2024. Watch this space for Summer 2025 to open up in winter.
Contents
Welcome to the Marquette University Data Science REU Wiki
Summer Research Experience for Undergraduates
Research Experiences for Undergraduates (REU) Site : Data Science Across Disciplines
May 30 - August 4, 2023
Sponsored by National Science Foundation Award#1950826
Hosted by Marquette University—Department of Computer Science, Milwaukee, WI
It is now well established that there is a critical need for data science researchers who can think creatively to solve problems in interdisciplinary fields such as healthcare, social science, and exercise science. Further, there exists scarcity of workforce and opportunities to train the next generation of researchers to tackle the problems in data science. To address the scarcity, this Data Science Across Disciplines Research Experiences for Undergraduates Site (DSAD-REU) will immerse undergraduate students in an interdisciplinary research-intensive training and mentoring program.
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Our mentor research areas lie in all of these areas, as well as in how people learn to work in these fields, and how we prepare the next generation of students to explore data science.
Highlights
- Research themes/projects from different areas in data science such as core data science, exercise science, healthcare, social science and spatial analytics.
- 3-day mini boot camp on introduction to data science (first week of the program).
- Mentoring by researchers at Marquette University, Milwaukee, WI.
- Professional and leadership development opportunities.
- Poster presentation, technical report and publication opportunities.
Data Science REU Summer 2023
We expect to run the program in-person at Marquette University campus in 2023.
Please find the Data Science REU Summer 2023 flyer in pdf and jpg formats.
Application Process
Click here to learn about the Application Process.
Projects
Research Areas
Healthcare
- Predict Risk of Opioid Use Disorder. Mentor Dr. Praveen Madiraju
- Clinical report writing – Analysis of uncertainty terms and usage of medical ontologies. Mentor Dr. Priya Deshpande
- PEER SURE App: A Peer Supported Substance Use Research and Education Web Application with Generative AI. Mentor Dr. Praveen Madiraju
Data Science Algorithms Ethics, Fairness and HCI:
- Investigating the effectiveness of chatGPT’s storytelling to provide support for postpartum mental health problems. Mentor Dr. Sabirat Rubya
- The Zuckerberg Files: Analyzing the Discourse of Mark Zuckerberg. Mentor Dr. Michael Zimmer
Social Science
- Ending Local and Regional Food Shortages using Community-Engaged Data Science. Mentor Dr. Walt Bialkowski
- Generative AI for Crowdfunding: Promises and Pitfalls. Mentor Dr. Larry Zhiming Xu
Security and Privacy:
- Cybersecurity, AI, and Machine Learning. Mentor Dr. Tom Kaczmarek
- Privacy-Preserving Machine Learning Inference with Zero-Knowledge Proofs. Mentor Dr. Mumin Cebe
Computer Science Education:
- Modeling the Spread of K-12 Computer Science in Wisconsin. Mentor Dr. Dennis Brylow
- Assessment of an Automated Assessment Tool for Entry-Level Computer Science Courses. Mentor Dr. Tahmidul Islam
Projects from Previous Years
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All inquiries may be routed to the site coordinators, Dr. Praveen Madiraju or Dr. Dennis Brylow.
