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== Research Areas ==
 
== Research Areas ==
  
−
Applied Mathematical Modeling:
+
Healthcare
 +
* [[Predict Risk of Opioid Use Disorder]]. Mentor[https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
 +
* [[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]
  
−
* [[test]]. Mentor[http://wwww.mu.edu Dr.MU]
+
Data Science Algorithms Ethics and Fairness:
−
* [[Using Gaussian Stochastic Processes (GaSP) for Hazard Mapping]].  Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Elaine Spiller]
+
* [[Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]]. Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer]
−
* [[Risk Modeling for Pyroclastic Volcano Flows]].  Mentor [http://www.marquette.edu/mscs/facstaff-spiller.shtml Dr. Elaine Spiller]
+
* [[Studying Crisis Events on Social Media for non-WEIRD people]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
−
* [[Data Assimilation For Fluid Dynamic Models]].  Mentor [http://www.mscs.mu.edu/mscs/faculty/spiller.html Dr. Elaine Spiller]
+
* [[Deconstructing Spatial Clustering Algorithms To Explore Biases in Crime Analysis]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
−
<!--* [http://acm.mscs.mu.edu/wiki-reu/index.php/Natural_Gas_Forecasting GasDay-GasHour Inequality]  Mentor [http://www.eng.mu.edu/corlissg/ Dr. George Corliss]-->
+
* [[Using Bayesian Networks in Adaptive Online Skill Training]].  Mentor [https://www.marquette.edu/computer-science/directory/thomas-kaczmarek.php Dr. Tom Kaczmarek]
−
<!--* [[Minimizing Total Distance in Sudoku Number Entry]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
+
* [[Understanding Unanticipated, Social Consequences of Popular Algorithms]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
−
<!--* [[Developing Methods to Study Complex Food Webs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
+
 
−
<!--* [[Application of Competition Graphs and (1,2)-step Competition Graphs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
+
Exercise Science
−
* [[The Role of Leptin in Fat, Inflammation and the Immune System]].  Mentor: [http://www.mscs.mu.edu/~stevem/ Dr. Stephen Merrill]
+
* [[hrvMarquette: Heart Rate Variability Estimation]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
−
* [[Characteristics of the (i,j)-Step Competition Graphs of Real Food Webs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]
+
* [[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]
−
<!-- *[[Linear Regression Model Trees for Electric Load Forecasting]].  Mentor: [http://www.marquette.edu/electrical-computer-engineering/povinelli-richard.php Dr. Richard Povinelli]-->
+
 
 +
Social Science
 +
* [[Ethical Algorithms for Placement Stability in the Foster Care]]. Mentor [https://www.shionguha.net/ Dr. Shion Guha]
 +
* [[Association between crime, places, and neighborhood characteristics]]. Mentor [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden]
 +
 
 +
Computer Science Education:
 +
<!-- * [[Relational Thinking Strategies of Pre-Service Mathematics Teachers and Their Students]]. [[User:Ramm1576|Laura Ramm]]  Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
 +
* [[Looking Deeper at Inquiry-Based Instruction and Mathematics]].  Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
 +
* [[Mathematical Argumentation in K-8]]. Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
 +
-->
 +
* [[Modeling the Spread of K-12 Computer Science in Wisconsin]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
 +
 
 +
* [[Self-Contained Solar Energy Experiment Kits]].  Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
 +
<!-- * [[Game Engine for Serious Educational Games]].  Mentors [http://www.marquette.edu/ctl/about/staff.shtml Dr. Shaun Longstreet] and [http://www.utdallas.edu/~kcooper/ Dr. Kendra Cooper].-->
  
 
Bioinformatics and Computational Biology
 
Bioinformatics and Computational Biology
−
* [[Discovering Significant Pathways of Gene Regulation]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
+
* [[Discovering Significant Pathways of Gene Regulation]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
−
* [[Inferring Cancer-Specific MicroRNA-gene Networks]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
+
* [[Inferring Cancer-Specific MicroRNA-gene Networks]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
−
* [[An Integrated Framework for Identifying Context-Specific Gene-Drug Interactions]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
+
* [[An Integrated Framework for Identifying Context-Specific Gene-Drug Interactions]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
−
* [[Reverse Engineering Gene Regulatory Networks by Integrating Multiple Types of High-Dimensional Biological Datasets]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
+
* [[Reverse Engineering Gene Regulatory Networks by Integrating Multiple Types of High-Dimensional Biological Datasets]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
−
* [[SUPREME: A Cancer Subtype Prediction Methodology by Integrating High-Dimensional Biological Datasets]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
+
* [[SUPREME: A Cancer Subtype Prediction Methodology by Integrating High-Dimensional Biological Datasets]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
 +
 
 +
Spatial Analytics
 +
* [[Finding hotspots in geo-spatial data using spatial statistics]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
  
 
High Performance Computing and Computational Science:
 
High Performance Computing and Computational Science:
 
<!-- * [[Summarizing DNA Methylation Data at the Gene Level]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]-->
 
<!-- * [[Summarizing DNA Methylation Data at the Gene Level]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]-->
 
* [[Deep Learning and Energy Forecasting]].  Mentors: GasDay Laboratory's [http://www.marquette.edu/electrical-computer-engineering/povinelli-richard.php Dr. Richard Povinelli], [http://www.marquette.edu/mscs/facstaff-corliss.shtml Dr. George Corliss], [http://www.marquette.edu/electrical-computer-engineering/brown-ronald.php Dr. Ron Brown], Tom Quinn
 
* [[Deep Learning and Energy Forecasting]].  Mentors: GasDay Laboratory's [http://www.marquette.edu/electrical-computer-engineering/povinelli-richard.php Dr. Richard Povinelli], [http://www.marquette.edu/mscs/facstaff-corliss.shtml Dr. George Corliss], [http://www.marquette.edu/electrical-computer-engineering/brown-ronald.php Dr. Ron Brown], Tom Quinn
−
* [[Accelerating Geo-Spatial Computations Using High Performance Computing]].  Mentor [http://www.marquette.edu/mscs/facstaff-puri.shtml 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]
  
 
Embedded, Mobile, and Ubiquitous Systems:
 
Embedded, Mobile, and Ubiquitous Systems:
−
 
 
<!-- * [[Seeing Beyond Visibility: Mobile Security]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed] -->
 
<!-- * [[Seeing Beyond Visibility: Mobile Security]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed] -->
 
<!--* [[ADA Compliance Toolkit: Mobile Sensors]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed] -->
 
<!--* [[ADA Compliance Toolkit: Mobile Sensors]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed] -->
 
* [[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]]
 
* [[Self-Contained Solar Energy Experiment Kits]].  Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
 
* [[Self-Contained Solar Energy Experiment Kits]].  Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
−
<!--* [[H^3 App: Blackberry Highway Exit Helper for Hungry Travelers]].  Mentor [http://www.marquette.edu/mscs/facstaff-madiraju.shtml Dr. Praveen Madiraju]-->
+
<!--* [[H^3 App: Blackberry Highway Exit Helper for Hungry Travelers]].  Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]-->
−
* [[Personalizing Places of Interest Using Social Media Analysis]].  Mentor [http://www.marquette.edu/mscs/facstaff-madiraju.shtml Dr. Praveen Madiraju]
+
* [[Personalizing Places of Interest Using Social Media Analysis]].  Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
−
* [[Complex Activity Recognition]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed]
+
* [[Complex Activity Recognition]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
  
 
Security:
 
Security:
 +
* [[Intrusion Detection in Swarm Robotics]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
 +
* [[Cyber Security Vulnerabilities in Avionics Networking]]. 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]
  
−
* [[Intrusion Detection in Swarm Robotics]]. Mentor [http://www.marquette.edu/mscs/facstaff-perouli.shtml Dr. Debbie Perouli]
+
Applied Mathematical Modeling:
−
* [[Cyber Security Vulnerabilities in Avionics Networking]]. Mentor [http://www.marquette.edu/mscs/facstaff-perouli.shtml Dr. Debbie Perouli]
+
* [[Using Gaussian Stochastic Processes (GaSP) for Hazard Mapping]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Elaine Spiller]
−
* [[Networking in Electronic Financial Markets]]. Mentor [http://www.marquette.edu/mscs/facstaff-perouli.shtml Dr. Debbie Perouli]
+
* [[Risk Modeling for Pyroclastic Volcano Flows]]. Mentor [http://www.marquette.edu/mscs/facstaff-spiller.shtml Dr. Elaine Spiller]
−
 
+
* [[Data Assimilation For Fluid Dynamic Models]]. Mentor [http://www.mscs.mu.edu/mscs/faculty/spiller.html Dr. Elaine Spiller]
−
Data Science:
+
<!--* [http://acm.mscs.mu.edu/wiki-reu/index.php/Natural_Gas_Forecasting GasDay-GasHour Inequality]  Mentor [http://www.eng.mu.edu/corlissg/ Dr. George Corliss]-->
−
 
+
<!--* [[Minimizing Total Distance in Sudoku Number Entry]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
−
* [[Studying Crisis Events on Social Media for non-WEIRD people]].  Mentor [http://www.marquette.edu/mscs/facstaff-guha.shtml Dr. Shion Guha]
+
<!--* [[Developing Methods to Study Complex Food Webs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
−
* [[Deconstructing Spatial Clustering Algorithms To Explore Biases in Crime Analysis]]. Mentor [http://www.marquette.edu/mscs/facstaff-guha.shtml Dr. Shion Guha]
+
<!--* [[Application of Competition Graphs and (1,2)-step Competition Graphs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
−
* [[Using Bayesian Networks in Adaptive Online Skill Training]]. Mentor [http://www.marquette.edu/mscs/facstaff-kaczmarek.shtml Dr. Tom Kaczmarek]
+
* [[The Role of Leptin in Fat, Inflammation and the Immune System]].  Mentor: [http://www.mscs.mu.edu/~stevem/ Dr. Stephen Merrill]
−
* [[Understanding Unanticipated, Social Consequences of Popular Algorithms]]. Mentor [http://www.marquette.edu/mscs/facstaff-guha.shtml Dr. Shion Guha]
+
* [[Characteristics of the (i,j)-Step Competition Graphs of Real Food Webs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]
−
 
+
<!-- *[[Linear Regression Model Trees for Electric Load Forecasting]].  Mentor: [http://www.marquette.edu/electrical-computer-engineering/povinelli-richard.php Dr. Richard Povinelli]-->
−
Mathematics and Computer Science Education:
+
−
 
+
−
<!-- * [[Relational Thinking Strategies of Pre-Service Mathematics Teachers and Their Students]]. [[User:Ramm1576|Laura Ramm]]  Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
+
−
* [[Looking Deeper at Inquiry-Based Instruction and Mathematics]].  Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]-->
+
−
* [[Mathematical Argumentation in K-8]]. Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
+
−
 
+
−
* [[Self-Contained Solar Energy Experiment Kits]].  Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
+
−
<!-- * [[Game Engine for Serious Educational Games]].  Mentors [http://www.marquette.edu/ctl/about/staff.shtml Dr. Shaun Longstreet] and [http://www.utdallas.edu/~kcooper/ Dr. Kendra Cooper].-->
+
  
 
== Projects from Previous Years ==
 
== Projects from Previous Years ==

Revision as of 21:14, 12 January 2020

Welcome to the Marquette University Data Science REU Wiki

REU-2018-GroupPhoto.pngREU-2017-GroupPhoto.pngREU-2016-GroupPhoto.png REU-2015-GroupPhoto.jpg REU-2014-GroupPhoto.jpg REU-2013-GroupPhoto.jpg REU-2012-GroupPhoto.png REU-2011-GroupPhoto.png

Summer Research Experience for Undergraduates

Data Science Across the Disciplines

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.

Opioid-fig.png XINUNetStack-Print.jpeg Fitzgerald-bestfit.jpg Beine-gpu.png Regis-AssimvsTrue.jpg

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.

Application Process

Click here to learn about the Application Process.

Projects

Research Areas

Healthcare

Data Science Algorithms Ethics and Fairness:

Exercise Science

Social Science

Computer Science Education:

Bioinformatics and Computational Biology

Spatial Analytics

High Performance Computing and Computational Science:

Embedded, Mobile, and Ubiquitous Systems:

Security:

Applied Mathematical Modeling:

Projects from Previous Years

Summer 2018 Projects

Poster-2018-Coffee-Johnson-snapshot.png Poster-2018-Collins-snapshot.png Poster-2018-dAlmeida-snapshot.png Poster-2018-Henry-snapshot.png Poster-2018-Jefferson-snapshot.png Poster-2018-Levandowski-snapshot.png Poster-2018-Moras-snapshot.png Poster-2017-Schultz-snapshot.png Poster-2018-Su-snapshot.png Poster-2018-Weathington-snapshot.png Poster-2018-Webster-snapshot.png Poster-2018-Weiner-snapshot.png Poster-2017-Weithers-snapshot.png

Summer 2017 Projects

Poster-2017-Babcock-snapshot.png Poster-2017-Bansal-snapshot.png Poster-2017-Berlstein-snapshot.png Poster-2017-Black-snapshot.png Poster-2017-Coyne-snapshot.png Poster-2017-Gratacos-snapshot.png Poster-2017-Kinzler-snapshot.png Poster-2017-Kohli-snapshot.png Poster-2017-Latinovich-snapshot.png Poster-2017-Lazar-snapshot.png Poster-2017-McGee-snapshot.png Poster-2017-Nass-snapshot.png Poster-2017-Olson-snapshot.png Poster-2017-Pancha-snapshot.png Poster-2017-Poulton-snapshot.png

Summer 2016 Projects

Poster-2016-Cronce-snapshot.png Poster-2016-Baker-snapshot.png Poster-2016-Sisk-snapshot.png Poster-2016-Bielke-snapshot.png Poster-2016-Miller-snapshot.png Poster-2016-Sommerkamp-snapshot.png Poster-2016-Nguyen-snapshot.png Poster-2016-Subramanian-snapshot.png Poster-2016-Loew-snapshot.png Poster-2016-Ruiz-snapshot.png Poster-2016-Hong-snapshot.png Poster-2016-Morley-snapshot.png Poster-2016-Hunpatin-snapshot.png Poster-2016-Thomas-snapshot.png

Summer 2015 Projects

Poster-2015-Abolt-snapshot.png Poster-2015-Barros-snapshot.png Poster-2015-Bihn-snapshot.png Poster-2015-Cram-snapshot.png Poster-2015-Cui-snapshot.png Poster-2015-Dela-Sancha-snapshot.png Poster-2015-Handley-snapshot.png Poster-2015-Hunpatin-snapshot.png Poster-2015-King-snapshot.png Poster-2015-Martinkus-snapshot.png Poster-2015-Martin-snapshot.png Poster-2015-Minucci-snapshot.png Poster-2015-Mivshek-snapshot.png Poster-2015-Moore-snapshot.png Poster-2015-OHare-snapshot.png Poster-2015-Schmitt-snapshot.png Poster-2015-Stolz-snapshot.png

Summer 2014 Projects

Poster-2014-Bajzek-snapshot.png Poster-2014-Bergner-snapshot.png Poster-2014-Casey-snapshot.png Poster-2014-Hadjiyski-snapshot.png Poster-2014-Mivshek-snapshot.png Poster-2014-Much-snapshot.png Poster-2014-Naugle-snapshot.png Poster-2014-Savoia-snapshot.png Poster-2014-Schumacher-snapshot.png

Summer 2013 Projects

Poster-2013-Biggers-snapshot.png Poster-2013-Breault-snapshot.png Poster-2013-Guth-snapshot.png Poster-2013-Harunani-snapshot.png Poster-2013-Hunter-snapshot.png Poster-2013-Millar-snapshot.png Poster-2013-Much-snapshot.png Poster-2013-Ramm-snapshot.png Poster-2013-Smith-snapshot.png Poster-2013-Sponberg-snapshot.png Poster-2013-Streeter-snapshot.png Poster-2013-Thompson-snapshot.png Poster-2013-Vilwock-snapshot.png

Summer 2012 Projects

Poster-2012-Ahlert-snapshot.png Poster-2012-Becherer-snapshot.png Poster-2012-Cummings-snapshot.png Poster-2012-Dirkman-snapshot.png Poster-2012-Han-snapshot.png Poster-2012-Kehr-snapshot.png Poster-2012-Miller-snapshot.png Poster-2012-Sudol-snapshot.png Poster-2012-Weber-snapshot.png Poster-2012-Wood-snapshot.png

Summer 2011 Projects

Poster-2011-Rutarindwa-snapshot.png Poster-2011-Stochl-snapshot.png Poster-2011-Faronbi-snapshot.png Poster-2011-Fitzgerald-snapshot.png Poster-2011-Wert-snapshot.png Poster-2011-Barraza-snapshot.png Poster-2011-Beine-snapshot.png Poster-2011-Cowdy-snapshot.png Poster-2011-Bajzek-snapshot.png Poster-2011-Whitley-snapshot.png Poster-2011-Kanter-snapshot.png Poster-2011-OBrien-snapshot.png Poster-2011-Perez-snapshot.png Poster-2011-Grier-snapshot.png

Summer 2010 Projects

Summer 2009 Projects

Poster-2009-Berg-snapshot.png Poster-2009-Mallen-snapshot.png Poster-2009-OBrien-snapshot.png Poster-2009-Robertson-snapshot.png Poster-2009-SpillaneThurow-snapshot.png Poster-2009-WeisseVanEyck-snapshot.png Poster-2009-HeatonMohrStPeter-snapshot.png Poster-2009-Garms-snapshot.png Poster-2009-Pelzel-snapshot.png

All inquiries may be routed to the site coordinators, Dr. Praveen Madiraju or Dr. Dennis Brylow.

Retrieved from "https://reu.cs.mu.edu/index.php?title=Main_Page&oldid=3563"