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. A scale-space theory and bag-of-features based time series classification method, Altay, Tayip, and Baydogan Mustafa Gokce , Signal Processing and Communications Applications Conference (SIU), 2017 25th, (2017)
  2. 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)
  3. Time series representation and similarity based on local autopatterns, Baydogan, Mustafa Gokce, and Runger George , Data Mining and Knowledge Discovery, Volume 30, p.476–509, (2016)
  4. 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)
  5. 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)

Recent projects