Mustafa Gökçe Baydoğan

Ph.D., Assistant Professor
 
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.
Research Interests: 
Statistical learning, Time series data mining, Mining massive multivariate datasets, Ensemble learning

Recent publications

  1. Time series representation and similarity based on local autopatterns, Baydogan, Mustafa Gokce, and Runger George , Data Mining and Knowledge Discovery, 03/2016, Volume 30, Issue 2, p.476–509, (2016)
  2. Learning a symbolic representation for multivariate time series classification, Baydogan, Mustafa Gokce, and Runger George , Data Mining and Knowledge Discovery, 03/2015, Volume 29, Issue 2, p.400-422, (2015)
  3. 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)
  4. 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)

Recent projects