Rodica Neamtu

Computer Science

Associate Teaching Professor

Affiliated Department or Office:

Computer Science

Data Science

Neuroscience

Co-Founder and Co-Director Bucharest Project Center

Education:

PhD Computer Science Worcester Politechnic Institute 2017

I am a data mining researcher who investigates how to develop and leverage ground-breaking techniques to explore time series datasets at the confluence of theoretical computer science and application domains like medicine, neuroscience, economics, transportation, and complex decision making. With more than fifteen years of teaching experience in various academic institutions, I am committed to use my love and talent for teaching and research to empower others through education to make a difference in the world.

Co-directing a project center in Romania allows me to contribute to building a strong connection between the two cultures that I am deeply anchored in. I am committed to help our students explore other cultures, understand the issues that they are facing, and become part of impactful initiatives to mitigate them. Advising project teams is one of the most engaging and rewarding aspects of my work.

rneamtu@wpi.edu

Office Location

Fuller Labs FL-129

Personal Website

Lab website

Provost's MQP Award 2020 - Alternative Augmentative Communication for People with Disabilities

Provost's MQP Award 2020 - Anomaly Detection in Time Series Data Generated by Functional Near-Infrared Spectroscopy

Schloss Dagstuhl

Database Systems Research Group (DSRG)

Interactive Exploration of Time Series

Research Interests

Research Interests:

Data Mining, Big Data, Time Series Analytics, Machine Learning

Interactive Exploration of time series

Alternative Augmentative Communication for people with disabilities - collaborative work with LIVOX

Brain Waves Analytics -- using data mining and machine learning to interpret brain waves - collaborative work with Erin Solovey

Using Machine Learning for Exploratory and Predictive Financial Tools collaborative work with Vestigo Ventures

Using Machine Learning for Materials Science collaborative work with Prof. Danielle Cote

Scholarly Work

R. Neamtu, R. Ahsan, C. D. T. Nguyen, C. Lovering, E. A. Rundensteiner and G. Sarkozy, "A General Approach For Supporting Time Series Matching using Multiple-Warped Distances," in IEEE Transactions on Knowledge and Data Engineering, doi: 10.1109/TKDE.2020.2998002. - 2020

Alissa Ostapenko, Rodica Neamtu, Frazer Anderson. A Versatile, Low-Resource Approach to Financial Website Classification. In Proceedings of 3rd International IEEE Workshop on Big Data for Financial News and Data collocated with IEEE Big Data Conference. Los Angeles, December 2019. - 2019

Ramoza Ahsan, Muzammil Bashir, Rodica Neamtu, Elke Rundensteiner, Gabor Sarkozy. Nearest Neighbor Subsequence Search in Time Series Data. In Proceedings of IEEE Big Data Conference, Los Angeles, December 2019. - 2019

Rodica Neamtu, Andre Camara, Carlos Pereira, Rafael Ferreira "Using Artificial Intelligence for Augmentative Alternative Communication for Children with Disabilities". In International Conference on Human Computer Interaction (INTERACT2019), September 2-6, 2019, Paphos Cyprus. - 2019

Jayesh Dubey, Mihin Sumaria, Erden Oktay, Yu Li, Ziheng Li, Rodica Neamtu, Erin T. Solovey "Towards neuroadaptive technology using time warped distances for similarity exploration of brain data". In Neuroadaptive Technology Conference (NAT 2019), July 16-18, 2019, Liverpool UK. - 2019

Rodica Neamtu, Ramoza Ahsan, Elke Rundensteiner, Gabor Sarkozy, Eamonn Keogh, Hoang Anh Dau, Cuong Nguyen, Charles Lovering "Generalized Dynamic Time Warping: Unleashing the Warping Power Hidden in Point-Wise Distances". In Proceedings of International Conference in Data Engineering ICDE 2018, IEEE 2018. - 2018

Professional Affiliations

Professional Affiliations:

ACM Association for Computing Machinery

CRA Computing Research Association

IEEE

WPI Women's Impact Network

Professional Highlights & Honors

Professional Highlights & Honors:

Women's Impact Network Grant Award - Taking Collaboration Among Women to the Next Level

2020

https://www.wpi.edu/give/impact/appreciation/lifetime-giving-societies/womens-impact-network/win-impact-grants

Women's Impact Network Grant Award - Fostering Collaboration in Teaching, Research, and Entrepreneurship among Faculty, Students, and Alumnae

2019

https://www.wpi.edu/news/announcements/women-s-impact-network-announces-2019-grant-recipients

News

SEE MORE NEWS ABOUT RODICA NEAMTU

Students in Bucharest Project Center Reflect on Their Global Impact

June 22, 2020

Students Present Global Projects Remotely; Goals, Impact Are Anything but Remote

May 11, 2020

Students from the Bucharest, Romania Project Center share Romanian dishes they prepared for lunch.

Students Explore Sights, Smells, History, and Art of Romania…Remotely

April 17, 2020

Deborah Wince-Smith, center, receives an honorary doctorate from WPI President Laurie Leshin, left, and WPI Board Chairman Jack Mollen alt

Deborah Wince-Smith, center, receives an honorary doctorate from WPI President Laurie Leshin, and WPI Board Chairman Jack Mollen

President of the U.S. Council on Competitiveness delivers keynote at Worcester Polytechnic Institute Graduate Commencement Ceremony

May 11, 2017