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ch.chou@northeastern.edu

Profile

Chun-An Chou

334 SN
360 Huntington Avenue
Boston, MA 02115

Education

  • 2011 PhD in Industrial & Systems Engineering, Rutgers University
  • 2007 MS in Operations Research, Columbia University
  • 2002 MS in Bioenvironmental Systems Engineering, National Taiwan University
  • 2000 BS, National Taiwan University

Research & Scholarship Interests

Applied large-scale optimization and data mining and analytics; interpretable decision-making models and predictive analytics for medical and healthcare intelligence
Affiliated With

Department Research Areas

Selected Publications

  • S. Khanmohammadi, C.-A. Chou, A New Gaussian Mixture Model Based Discretization Algorithm for Associative Classification of Medical Data, Expert Systems with Applications, 58, 2016, 119-129
  • S. Tutun, C.-A. Chou, E. Canıyılma, A New Forecasting Framework for Volatile Behavior in Net Electricity Consumption: A Case Study in Turkey, Energy, 93, 2015, 2406-2422
  • C.-A. Chou, T.O. Bonates, C. Lee, W. Art Chaovalitwongse, Multi-Pattern Generation Framework for Logical Analysis of Data, Annals of Operations Research, 2015
  • V. Miskovic, X. Ma, C.-A. Chou, M. Fan, M. Owens, H. Sayama, B.E. Gibb, Developmental Changes in Spontaneous Electrocortical Activity and Network Organization From Early to Late Childhood, Neuroimage, 118, 2015, 237-247
  • C.-A. Chou, T.O. Bonates, C. Lee, W. Art Chaovalitwongse, Multi-Pattern Generation Framework for Logical Analysis of Data, Annals of Operations Research, 2015
  • C.-A. Chou, K. Kampa, S.H. Mehta, R.F. Tungaraza, W. Art, Chaovalitwongse, T.J. Grabowski, Voxel Selection Framework in Multi-Voxel Pattern Analysis of fMRI Signals for Prediction of Neural Response to Visual Stimuli, IEEE Transactions on Medical Imaging, 33(4), 925-934, 2014
  • C.-A. Chou, W. Art Chaovalitwongse et al., Column Generation Framework of Nonlinear Similarity Model for Reconstructing Sibling Groups, INFORMS Journal on Computing, 27(1), 2014, 35-47
  • K. Kampa, S.H. Mehta, C.-A. Chou, W. Art Chaovalitwongse, T.J. Grabowski, Sparse Optimization in Feature Selection: Application in Neuroimaging, Journal of Global Optimization, 59(2-3), 2014, 439-457

Related News

March 23, 2017

21 COE faculty and affiliates were recipients of FY18 TIER 1 Interdisciplinary Research Seed Grants for 12 different projects representing $600K dollars of investment in research.

September 1, 2016

Chun-An Chou joins the Mechanical & Industrial Engineering department in Fall 2016 as an Assistant Professor.