CNEL Papers |
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Journal Papers |
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1 | Goktug T. Cinar, Jose C. Principe, "A Study of Musical Distance using a Self-organized Hierarchical Linear Dynamical System," Computer Music Journal. (Submitted) | 2 | Goktug T. Cinar, Jose C. Principe, "Hierarchical Linear Dynamical Systems for Unsupervised Musical Note Recognition," IEEE/ACM Transactions on Audio, Speech, and Language Process. (Submitted) | | Conference Papers |
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1 | Yu Qi, Goktug T. Cinar, Vinicius M. A. Souza, Gustavo E. A. P. A. Batista, Yueming Wang, Jose C. Principe, "Effective Insect Recognition Using a Stacked Autoencoder with Maximum Correntropy Criterion," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF) | 2 | Goktug T. Cinar, Jeffrey Thompson, Soundar Srinivasan, "Cost-sensitive optimization of automated inspection," IEEE International Conference on Big Data.(Accepted) (author PDF) | 3 | Eder Santana, Goktug T. Cinar and Jose C. Principe, "Parallel flow in Deep Predictive Coding Networks," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF) | 4 | Goktug T. Cinar, Carlos A. Loza, Jose C. Principe, "Hierarchical Linear Dynamical Systems: A new model for clustering of time series", Intl. Joint Conf. on Neural Networks, pp. 2464-2470, July 2014,DOI:10.1109/IJCNN.2014.6889858 (author PDF) | 5 | Ryan Burt, Goktug T. Cinar, Jose C. Principe, "Pitch Estimation Using Non-negative Matrix Factorization", Intl. Joint Conf. on Neural Networks, pp. 2058-2062, July 2014,DOI:10.1109/IJCNN.2014.6889864 (author PDF) | 6 | Goktug T. Cinar, Jose C. Principe, "Clustering of Time Series Using a Hierarchical Linear Dynamical System", ICASSP, pp. 6741-6745, May 2014,DOI:10.1109/ICASSP.2014.6854905 (author PDF) | 7 | Rakesh Chalasani, Goktug T. Cinar and Jose C. Principe, "Sequential Causal Estimation And Learning From Time Varying Images", IJCNN, pp. -, June 2012,DOI:10.1109/IJCNN.2012.6252480 (author PDF) | 8 | Goktug T. Cinar, Jose C. Principe, "Hidden State Estimation using the Correntropy Filter with Fixed Point Update and Adaptive Kernel Size", IJCNN, pp. -, June 2012,DOI:10.1109/IJCNN.2012.6252730 (author PDF) | 9 | Goktug T. Cinar, Jose C. Principe, "Adaptive Background Estimation using an Information Theoretic Cost for Hidden State Estimation", IJCNN, pp. 489-494, 2011,DOI:10.1109/IJCNN.2011.6033261 (author PDF) | | |