Mustafa Gökçe Baydoğan

Email: 
mustafa.baydogan@bogazici.edu.tr
 
B.S. in IE, Middle East Technical Univ., 2006;
M.S. in IE, Middle East Technical Univ., 2008;
Ph.D. in IE, Arizona State University, 2012.
 
Personal Web Site: 
http://www.mustafabaydogan.com/
Research Interests: 
Statistical learning, Time series data mining, Mining massive multivariate datasets, Ensemble learning

Offered courses

Recent publications

  1. SMT: Sparse multivariate tree, Deng, Houtao, Baydogan Mustafa Gokce, and Runger George , Statistical Analysis and Data Mining, 02/2014, Volume 7, Issue 1, p.53-69, (2014)
  2. A Bag-of-Features Framework to Classify Time Series, Baydogan, Mustafa Gokce, Runger George, and Tuv Eugene , IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 35, p.2796-2802, (2013)
  3. Affect Recognition in Learning Scenarios: Matching Facial-and BCI-Based Values, Gonzalez-Sanchez, Javier, Chavez-Echeagaray Maria Elena, Lin Lijia, Baydogan Mustafa Gokce, Christopherson Robert, Gibson David, Atkinson Robert, and Burleson Winslow , 13th IEEE International Conference on Advanced Learning Technologies (ICALT'13), (2013)
  4. Toward Development of Adaptive Service-Based Software Systems, Yau, Stephen S., Ye Nong, Sarjoughian Hessam S., Huang Dazhi, Roontiva Auttawut, Baydogan Mustafa Gokce, and Muqsith Mohammed A. , IEEE Transactions on Services Computing, Volume 2, p.247-260, (2009)