Dr. Praveen Madiraju

Dr. Praveen MadirajuMarquette University

Cudahy Hall, 377

MilwaukeeWI53201United States of America(414) 288-6340praveen.madiraju@marquette.eduPersonal Website

Professor and Director of Graduate Studies & MS in Data Science

Department of Computer Science

Courses Taught

• COSC 4800/ COSC 5800 – Principles of Database Systems
• COSC 6090 – Research Methods/Professional Development
• COSC 6380 – Advanced Database Systems

Research Interests

• Data Science/Machine Learning : Text Analytics, Text Mining
• Healthcare Informatics : Behavioral Informatics, Machine Learning Applications for Healthcare, Mobile Applications
• Databases and BigData : Social Media (Twitter) Analysis, Data Analytics, NoSQL Systems, Personalization, Global Constraint Checking and Querying in Multidatabases, XML Databases, Constraints in XML Databases

Publications

• Sarah McDougall , Priyanka Annapureddy , Praveen Madiraju, Nicole Fumo, Stephen Hargarten. "Predicting Opioid Overdose Readmission and Opioid Use Disorder with Machine Learning", Accepted in the Proceedings of 2020 IEEE International Conference on Big Data (IEEE BigData 2020), Special Session on HealthCare Data , Dec. 10-13, 2020, virtual event.
• Priyanka Annapureddy, Md Fitrat Hossain, Thomas Kissane, Wylie Frydrychowicz, Paromita Nitu, Joseph Coelho, Nadiyah Johnson, Praveen Madiraju, Zeno Franco, Katinka Hooyer, Niharika Jain, Mark Flower, Sheikh Ahamed. "Predicting PTSD Severity in Veterans from Self-reports for Early Intervention: A Machine Learning Approach", Proceedings of IEEE 21st International Conference on Information Reuse and Integration for Data Science (IEEE IRI 2020) , Aug. 11- Aug. 13, 2020, pp. 201–208, virtual event.
• Joseph Coelho, Katinka Hooyer, Danielle Olsen, Priyanka Annapureddy, Nadiyah Johnson, Praveen Madiraju, Zeno Franco, Mark Flower, Sheikh Iqbal Ahamed. "Veterans, PTSD and Social Media: Towards Identifying Trauma Text Categories using Grounded Theory", Proceedings in Companion of the 2020 ACM International Conference on Supporting Group Work (ACM GROUP 2020), Extended Abstract, Sanibel Island, Florida, USA, January 6-8, 2020, pp. 115-118