You are here

j.dy@neu.edu

Profile

Jennifer Dy

Affiliated Faculty, Bioengineering
617.373.3062
334 Dana Research Center
360 Huntington Avenue
Boston, MA 02115

Biography

Dr. Jennifer G. Dy is an associate professor at the Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, since 2002. She obtained her MS and PhD in 1997 and 2001 respectively from the School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, and her BS degree in 1993 from the Department of Electrical Engineering, University of the Philippines. She received an NSF Career award in 2004. She is an editorial board member for the journal, Machine Learning since 2004, publications chair for the International Conference on Machine Learning in 2004, and program committee member for ICML, ACM SIGKDD, AAAI, and SIAM SDM. Her research interests include Machine Learning, Data Mining, Statistical Pattern Recognition, and Computer Vision.

Education

  • PhD, Purdue University, 2001. Joined Northeastern in 2002.

Research & Scholarship Interests

Machine learning, data mining, statistical pattern recognition, content-based image retrieval computer vision and image processing.
Affiliated With

Department Research Areas

College Research Initiatives

Selected Publications

Papers in refereed journals

  • D. Niu, J. Dy, M.I. Jordan, "Iterative Discovery of Multiple Alternate Clustering Views," IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013
  • Y. Yan, R. Rosales, G. Fung, R. Subramanian, J. Dy, "Learning From Multiple Annotators with Varying Expertise," Machine Learning, 1-37, 2013
  • P. Castaldi, J. Dy, J. Ross, Y. Chang, G. Washko, (COPDGene Study team), E. Silverman, M. Cho, "Cluster Analysis in the COPDGene Study Identifies Subtypes of Smokers with Distinct Patterns of Airway Disease and Emphysema," Thorax, 2014
  • F. Azmandian, A. Yilmazer, J. Dy, J.A. Aslam, D.R. Kaeli, "Harnessing the Power of GPUs to Speed up Feature Selection for Outlier Detection," Journal of Computer Science and Technology, vol. 29 (3): 408-422, 2014

Papers in refereed conferences

  • J. Ross, J. Dy, "Nonparametric Mixture of Gaussian Processes with Constraints," Proceedings of the International Conference on Machine Learning, JMLR W&CP 28 (3): 1346-1354, 2013
  • J. Sourati, K. Kose, M. Rajadhyaksha, J. Dy, D. Erdogmus, Dana H. Brooks, "Automated Localization of Wrinkles and the Dermo-Epidermal Junction in Obliquely-Oriented Reflectance Confocal Microscopic Images of Human Skin," SPIE BiOS, 2013
  • M. Moghadamfalahi, A. Satpute, M. Akcakaya, D. Brooks, J. Dy, D.Erdogmus, L. Barrett, "Are Affective Responses in fMRI Independent of Previous Affect-Inducing Stimuli?," Organization for Human Brain Mapng (OHBM), 2013
  • K. Kose, C. Alessi-Fox, J. Dy, D. Brooks, M. Rajadhyaksha, "Computer-Based Algorithms for Classification of Skin Cancer Morphology in Reflectance Confocal Microscopy Images," 62nd Annual Montagna Symposium on the Biology of Skin, Light and Skin: How Light Sustains, Damages, Treats, Images and Modifies Skin Biology,Stevenson, WA, Oct., 2013
  • J. Ross, P. Castaldi, M. Cho, J. Dy, "Dual Beta Process Priors for Latent Cluster Discovery in Chronic Obstructive Pulmonary Disease," ACM SIGKDD Knowledge Discovery and Data Mining, 2014 

Related News

July 22, 2014

Electrical & Computer Engineering Associate Professor Jennifer Dy, Civil & Environmental Engineering Associate Professor Auroop Ganguly & Affiliated Assistant Professor Tarik Gouhier were...

May 7, 2014

ECE Professor David Kaeli and Associate Professor Jennifer Dy were awarded a patent for creating a Virtual Machine Monitor Based Intrusion Detection System. Dr. Kaeli leads the Northeastern...

June 10, 2013

Electrical and Computer Engineering Associate Professor Jennifer Dy was one of only 100 young engineers in the country to be invited to attend the 2013 National Academy of Engineering’s...