Mustafa Gökçe Baydoğan

 
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 new feature-based time series classification method by using scale-space extrema, Altay, Tayip, and Baydogan Mustafa Gokce , Engineering Science and Technology, an International Journal, (2021)
  2. A linear programming approach to multiple instance learning, Küçükaşcı, Emel Şeyma, Baydogan Mustafa Gokce, and Taşkın Z C. , Turkish Journal of Electrical Engineering & Computer Sciences, Volume 29, p.2186–2201, (2021)
  3. Classification of generic system dynamics model outputs via supervised time series pattern discovery, Edali, Mert, Baydogan Mustafa Gokce, and Yücel Gönenç , Turkish Journal of Electrical Engineering & Computer Sciences, Volume 27, p.832–846, (2019)
  4. Estimation of Influence Distance of Bus Stops Using Bus GPS Data and Bus Stop Properties, Gokasar, Ilgin, Cetinel Yigit, and Baydogan Mustafa Gokce , IEEE Transactions on Intelligent Transportation Systems, Volume 20, p.4635-4642, (2019)
  5. 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)