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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-2018-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2018_Projects]][[Image:REU-2017-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2017_Projects]][[Image:REU-2016-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2016_Projects]] [[Image:REU-2015-GroupPhoto.jpg|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2015_Projects]] [[Image:REU-2014-GroupPhoto.jpg|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2014_Projects]] [[Image:REU-2013-GroupPhoto.jpg|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2013_Projects]] [[Image:REU-2012-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2012_Projects]] [[Image:REU-2011-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2011_Projects]]  
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[[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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'''Research Experiences for Undergraduates (REU) Site : Data Science Across Disciplines'''
 
'''Research Experiences for Undergraduates (REU) Site : Data Science Across Disciplines'''
  
'''June 1 - August 7, 2020'''
+
'''June 1 - August 6, 2021'''
  
'''Sponsored by National Science Foundation Award#[[1950826 https://www.nsf.gov/awardsearch/showAward?AWD_ID=1950826]]'''
+
'''Sponsored by National Science Foundation [https://www.nsf.gov/awardsearch/showAward?AWD_ID=1950826 Award#1950826]'''
  
'''Hosted by Marquette University—Department of Computer Science, Milwaukee, WI'''
+
'''Hosted by Marquette University—[https://www.marquette.edu/computer-science/ 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.  
 
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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* Professional and leadership development opportunities.
 
* Professional and leadership development opportunities.
 
* Poster presentation, technical report and publication opportunities.
 
* Poster presentation, technical report and publication opportunities.
 +
 +
==== Data Science REU Summer 2021 Flyer ====
 +
We expect to run the program virtual in 2021.
 +
 +
Please find the Data Science REU Summer 2021 flyer in [[Media:DataScience-REU-Summer-2021Flyer.pdf| pdf ]] and
 +
[[Media:Flyer-DataScience-REU-2021.jpg| jpg ]] formats.
 +
 +
<!--
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{| cellpadding="10" cellspacing="10"
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| [[Image:Flyer-DataScience-REU-2021.jpg|400px]]
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|}
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-->
  
 
== [[Application Process]] ==
 
== [[Application Process]] ==
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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]
 +
 
* [[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]
  
Data Science Algorithms Ethics and Fairness:
+
* [[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]
 +
 
 +
* [[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]
 +
 
 +
* [[Development of an anatomical atlas for stroke classification with Electrical Impedance Imaging for Deep Learning]]. Mentor [http://sjhamilton.weebly.com/ Dr. Sarah Hamilton]
 +
 
 +
 
 +
Data Science Algorithms Ethics, Fairness and HCI:
 
* [[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]
 +
* [[Preventing Postpartum Mental Health Problems]].  Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya]
 
* [[Studying Crisis Events on Social Media for non-WEIRD people]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
 
* [[Studying Crisis Events on Social Media for non-WEIRD people]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
 
* [[Deconstructing Spatial Clustering Algorithms To Explore Biases in Crime Analysis]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
 
* [[Deconstructing Spatial Clustering Algorithms To Explore Biases in Crime Analysis]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
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* [[hrvMarquette: Heart Rate Variability Estimation]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
 
* [[hrvMarquette: Heart Rate Variability Estimation]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
 
* [[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:
 +
* [[Prototyping SGX-MR: efficient access-pattern]]. Mentor [https://sites.google.com/view/kekechen Dr. Keke Chen]
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* [[Intrusion Detection in Swarm Robotics]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
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* [[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]
  
 
Social Science
 
Social Science
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-->
 
-->
 
* [[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]]
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 +
* [[Generating and Analyzing Collective Concept Maps]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
  
 
* [[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.
 
<!-- * [[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].-->
 
<!-- * [[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
 
* [[Discovering Significant Pathways of Gene Regulation]].  Mentor [https://biocomp.mscs.mu.edu/ 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 [https://biocomp.mscs.mu.edu/ 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 [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
 
  
 
Spatial Analytics
 
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]
 
* [[Finding hotspots in geo-spatial data using spatial statistics]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
 +
 +
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]
 +
  
 
High Performance Computing and Computational Science:
 
High Performance Computing and Computational Science:
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* [[Complex Activity Recognition]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
 
* [[Complex Activity Recognition]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
  
Security:
+
Bioinformatics and Computational Biology
* [[Intrusion Detection in Swarm Robotics]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
+
* [[Discovering Significant Pathways of Gene Regulation]]. Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
* [[Cyber Security Vulnerabilities in Avionics Networking]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
+
* [[Inferring Cancer-Specific MicroRNA-gene Networks]]. Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
* [[Networking in Electronic Financial Markets]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
+
* [[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 [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
 +
* [[SUPREME: A Cancer Subtype Prediction Methodology by Integrating High-Dimensional Biological Datasets]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
 +
 
 +
 
  
 
Applied Mathematical Modeling:
 
Applied Mathematical Modeling:
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== Projects from Previous Years ==
 
== Projects from Previous Years ==
 +
[[Summer 2020 Projects]]
 +
 
[[Summer 2018 Projects]]
 
[[Summer 2018 Projects]]
  

Revision as of 16:08, 23 April 2021

Welcome to the Marquette University Data Science REU Wiki

Reu2020.pngREU-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

Research Experiences for Undergraduates (REU) Site : Data Science Across Disciplines

June 1 - August 6, 2021

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.

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.

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 2021 Flyer

We expect to run the program virtual in 2021.

Please find the Data Science REU Summer 2021 flyer in pdf and jpg formats.


Application Process

Click here to learn about the Application Process.

Projects

Research Areas

Healthcare


Data Science Algorithms Ethics, Fairness and HCI:

Exercise Science

Security:

Social Science

Computer Science Education:

Spatial Analytics

Environmental Science


High Performance Computing and Computational Science:

Embedded, Mobile, and Ubiquitous Systems:

Bioinformatics and Computational Biology


Applied Mathematical Modeling:

Projects from Previous Years

Summer 2020 Projects

Summer 2018 Projects

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Summer 2017 Projects

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Summer 2016 Projects

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Summer 2015 Projects

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Summer 2014 Projects

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Summer 2013 Projects

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Summer 2012 Projects

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Summer 2011 Projects

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Summer 2010 Projects

Summer 2009 Projects

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