Adaptive background estimation using an information theoretic cost for hidden state estimation. - Goktug T. Cinar; José C. Príncipe (IJCNN, 2011)

Sequential causal estimation and learning from time-varying images. - Rakesh Chalasani; Goktug T. Cinar; José C. Príncipe (IJCNN, 2012)

Hidden state estimation using the Correntropy Filter with fixed point update and adaptive kernel size. - Goktug T. Cinar; José C. Príncipe (IJCNN, 2012)

Clustering of time series using a hierarchical linear dynamical system. - Goktug T. Cinar; José C. Príncipe (ICASSP, 2014)

Pitch estimation using non-negative matrix factorization. - Ryan Burt; Goktug T. Cinar; José C. Príncipe (IJCNN, 2014)

Hierarchical Linear Dynamical Systems: A new model for clustering of time series. - Goktug T. Cinar; Carlos A. Loza; José C. Príncipe (IJCNN, 2014)

Cost-sensitive optimization of automated inspection. - Goktug T. Cinar; Jeffrey Thompson; Soundar Srinivasan (IEEE BigData, 2015)

Effective insect recognition using a stacked autoencoder with maximum correntropy criterion. - Yu Qi; Goktug T. Cinar; Vinícius M. A. de Souza; Gustavo E. A. P. A. Batista; Yueming Wang 001; José C. Príncipe (IJCNN, 2015)

Parallel flow in Deep Predictive Coding Networks. - Eder Santana; Goktug T. Cinar; José C. Príncipe (IJCNN, 2015)

A Study of Musical Pitch Distance Using a Self-Organized Hierarchical Linear Dynamical System on Acoustic Signals. - Goktug T. Cinar; James Paul Sain; José C. Príncipe (Comput. Music. J., 2016)

Hierarchical linear dynamical systems for unsupervised musical note recognition. - Goktug T. Cinar; Pedro M. N. Sequeira; José C. Príncipe (J. Frankl. Inst., 2018)