Goktug T. Cinar

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 5

Top Topics

Dynamical Systems

State Estimation

Cost Sensitive Boosting

Top Venues

Comput. Music. J.

Publications

Goktug T. Cinar, Pedro M. N. Sequeira, José C. Príncipe
Hierarchical linear dynamical systems for unsupervised musical note recognition. J. Frankl. Inst. 355 (4) (2018)
Goktug T. Cinar, James Paul Sain, José C. Príncipe
A Study of Musical Pitch Distance Using a Self-Organized Hierarchical Linear Dynamical System on Acoustic Signals. Comput. Music. J. 40 (3) (2016)
Eder Santana, Goktug T. Cinar, José C. Príncipe
Parallel flow in Deep Predictive Coding Networks. IJCNN (2015)
Goktug T. Cinar, Jeffrey Thompson, Soundar Srinivasan
Cost-sensitive optimization of automated inspection. IEEE BigData (2015)
Yu Qi, Goktug T. Cinar, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Yueming Wang, José C. Príncipe
Effective insect recognition using a stacked autoencoder with maximum correntropy criterion. IJCNN (2015)
Goktug T. Cinar, Carlos A. Loza, José C. Príncipe
Hierarchical Linear Dynamical Systems: A new model for clustering of time series. IJCNN (2014)
Ryan Burt, Goktug T. Cinar, José C. Príncipe
Pitch estimation using non-negative matrix factorization. IJCNN (2014)
Goktug T. Cinar, José C. Príncipe
Clustering of time series using a hierarchical linear dynamical system. ICASSP (2014)
Rakesh Chalasani, Goktug T. Cinar, José C. Príncipe
Sequential causal estimation and learning from time-varying images. IJCNN (2012)
Goktug T. Cinar, José C. Príncipe
Hidden state estimation using the Correntropy Filter with fixed point update and adaptive kernel size. IJCNN (2012)
Goktug T. Cinar, José C. Príncipe
Adaptive background estimation using an information theoretic cost for hidden state estimation. IJCNN (2011)