Affiliated Department or Office:
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, materials science, transportation, and complex decision making. With more than seventeen years of teaching experience in the academia, 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.
Email
rneamtu@wpi.edu
Office Location
Fuller Labs FL-129
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 to Aid Cold Spray 3D Printing Techniques
Scholarly Work
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
Neamtu, Rodica, Ramoza Ahsan, Elke Rundensteiner, Gabor Sarkozy "Interactive time series exploration powered by the marriage of similarity distances." Proceedings of the VLDB Endowment 10.3 (2016): 169-180. - 2017
Professional Affiliations
Professional Affiliations:
News
Deborah Wince-Smith, center, receives an honorary doctorate from WPI President Laurie Leshin, and WPI Board Chairman Jack Mollen
May 11, 2017