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* [[Development of an anatomical atlas for stroke classification with Electrical Impedance Imaging for Deep Learning]]. Mentor [http://sjhamilton.weebly.com/ Dr. Sarah Hamilton] | * [[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 | + | 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] | ||
| + | * [[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] | ||
Social Science | Social Science | ||
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* [[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].--> | ||
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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] | ||
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| + | 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] | ||
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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] | ||
| − | + | 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] | ||
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Applied Mathematical Modeling: | Applied Mathematical Modeling: | ||
Revision as of 19:12, 9 April 2021
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
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.
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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 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
- Predict Risk of Opioid Use Disorder. Mentor Dr. Praveen Madiraju
- Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility. Mentor Dr. Debbie Perouli
- Development of an anatomical atlas for stroke classification with Electrical Impedance Imaging for Deep Learning. Mentor Dr. Sarah Hamilton
Data Science Algorithms Ethics, Fairness and HCI:
- Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms. Mentor Dr. Michael Zimmer
- Preventing Postpartum Mental Health Problems. Mentor Dr. Sabirat Rubya
- Studying Crisis Events on Social Media for non-WEIRD people. Mentor Dr. Shion Guha
- Deconstructing Spatial Clustering Algorithms To Explore Biases in Crime Analysis. Mentor Dr. Shion Guha
- Using Bayesian Networks in Adaptive Online Skill Training. Mentor Dr. Tom Kaczmarek
- Understanding Unanticipated, Social Consequences of Popular Algorithms. Mentor Dr. Shion Guha
Exercise Science
- hrvMarquette: Heart Rate Variability Estimation. Mentor Dr. Iqbal Ahamed
- parent and child physical activity and sleep in determining overweight and obese children’s behaviors. Mentor Dr. Paula Papanek
Security:
- Prototyping SGX-MR: efficient access-pattern. Mentor Dr. Keke Chen
- Intrusion Detection in Swarm Robotics. Mentor Dr. Debbie Perouli
- Cyber Security Vulnerabilities in Avionics Networking. Mentor Dr. Debbie Perouli
- Networking in Electronic Financial Markets. Mentor Dr. Debbie Perouli
Social Science
- Ethical Algorithms for Placement Stability in the Foster Care. Mentor Dr. Shion Guha
- Association between crime, places, and neighborhood characteristics. Mentor Dr. Aleksandra Snowden
Computer Science Education:
- Self-Contained Solar Energy Experiment Kits. Mentors Dr. Dennis Brylow and Dr. Lisa Bosman.
Spatial Analytics
Environmental Science
High Performance Computing and Computational Science:
- Deep Learning and Energy Forecasting. Mentors: GasDay Laboratory's Dr. Richard Povinelli, Dr. George Corliss, Dr. Ron Brown, Tom Quinn
- Accelerating Geo-Spatial Computations Using High Performance Computing. Mentor Dr. Satish Puri
Embedded, Mobile, and Ubiquitous Systems:
- Embedded Xinu Operating System on Raspberry Pi. Mentor Dr. Dennis Brylow
- Self-Contained Solar Energy Experiment Kits. Mentors Dr. Dennis Brylow and Dr. Lisa Bosman.
- Personalizing Places of Interest Using Social Media Analysis. Mentor Dr. Praveen Madiraju
- Complex Activity Recognition. Mentor Dr. Iqbal Ahamed
Bioinformatics and Computational Biology
- Discovering Significant Pathways of Gene Regulation. Mentor Dr. Serdar Bozdag
- Inferring Cancer-Specific MicroRNA-gene Networks. Mentor Dr. Serdar Bozdag
- An Integrated Framework for Identifying Context-Specific Gene-Drug Interactions. Mentor Dr. Serdar Bozdag
- Reverse Engineering Gene Regulatory Networks by Integrating Multiple Types of High-Dimensional Biological Datasets. Mentor Dr. Serdar Bozdag
- SUPREME: A Cancer Subtype Prediction Methodology by Integrating High-Dimensional Biological Datasets. Mentor Dr. Serdar Bozdag
Applied Mathematical Modeling:
- Using Gaussian Stochastic Processes (GaSP) for Hazard Mapping. Mentor Dr. Elaine Spiller
- Risk Modeling for Pyroclastic Volcano Flows. Mentor Dr. Elaine Spiller
- Data Assimilation For Fluid Dynamic Models. Mentor Dr. Elaine Spiller
- The Role of Leptin in Fat, Inflammation and the Immune System. Mentor: Dr. Stephen Merrill
- Characteristics of the (i,j)-Step Competition Graphs of Real Food Webs. Mentor Dr. Kim Factor
Projects from Previous Years
All inquiries may be routed to the site coordinators, Dr. Praveen Madiraju or Dr. Dennis Brylow.
