Suleyman S. Kozat, Ph.D.
Affiliations: | 2004 | University of Illinois, Urbana-Champaign, Urbana-Champaign, IL |
Area:
Electronics and Electrical EngineeringGoogle:
"Suleyman Kozat"Parents
Sign in to add mentor| Andrew C. Singer | grad student | 2004 | UIUC | |
| (Competitive signal processing.) | ||||
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Publications
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| Kerpicci M, Ozkan H, Kozat SS. (2020) Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators. Ieee Transactions On Neural Networks |
| Mirza AH, Kerpicci M, Kozat SS. (2020) Efficient online learning with improved LSTM neural networks Digital Signal Processing. 102: 102742 |
| Ergen T, Kozat SS. (2020) A novel distributed anomaly detection algorithm based on support vector machines Digital Signal Processing. 99: 102657 |
| Ergen T, Kozat SS. (2019) Unsupervised Anomaly Detection With LSTM Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. 31: 3127-3141 |
| Ergen T, Mirza AH, Kozat SS. (2019) Energy-Efficient LSTM Networks for Online Learning. Ieee Transactions On Neural Networks and Learning Systems. 31: 3114-3126 |
| Vural NM, Gokcesu H, Gokcesu K, et al. (2019) Minimax Optimal Algorithms for Adversarial Bandit Problem With Multiple Plays Ieee Transactions On Signal Processing. 67: 4383-4398 |
| Gokcesu K, Neyshabouri MM, Gokcesu H, et al. (2019) Sequential Outlier Detection Based on Incremental Decision Trees Ieee Transactions On Signal Processing. 67: 993-1005 |
| Kilic OF, Ergen T, Sayin MO, et al. (2019) Team-optimal online estimation of dynamic parameters over distributed tree networks Signal Processing. 154: 148-158 |
| Vanli ND, Sayin MO, Mohaghegh N. M, et al. (2019) Nonlinear regression via incremental decision trees Pattern Recognition. 86: 1-13 |
| Mohaghegh Neyshabouri M, Gokcesu K, Gokcesu H, et al. (2018) Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures. Ieee Transactions On Neural Networks and Learning Systems. 30: 923-937 |