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ORCIDBibTeX records: Suleyman Serdar Kozat
@article{DBLP:journals/npl/SaglamMCK24,
author = {Baturay Saglam and
Furkan B. Mutlu and
Dogan C. Cicek and
Suleyman Serdar Kozat},
title = {Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement
Learning for Deterministic Policy Gradients},
journal = {Neural Process. Lett.},
volume = {56},
number = {2},
pages = {80},
year = {2024},
url = {https://doi.org/10.1007/s11063-024-11461-y},
doi = {10.1007/S11063-024-11461-Y},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/SaglamMCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sivp/YilmazMBK24,
author = {Selim Firat Yilmaz and
Furkan B. Mutlu and
Ismail Balaban and
Suleyman S. Kozat},
title = {{TMD-NER:} Turkish multi-domain named entity recognition for informal
texts},
journal = {Signal Image Video Process.},
volume = {18},
number = {3},
pages = {2255--2263},
year = {2024},
url = {https://doi.org/10.1007/s11760-023-02898-0},
doi = {10.1007/S11760-023-02898-0},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sivp/YilmazMBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SaglamMCK24,
author = {Baturay Saglam and
Furkan B. Mutlu and
Dogan C. Cicek and
Suleyman S. Kozat},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Actor Prioritized Experience Replay (Abstract Reprint)},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22710},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30610},
doi = {10.1609/AAAI.V38I20.30610},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SaglamMCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11250,
author = {Mehmet Y. Turali and
Mehmet E. Lorasdagi and
Ali Taha Ko{\c{c}} and
Suleyman S. Kozat},
title = {{AFS-BM:} Enhancing Model Performance through Adaptive Feature Selection
with Binary Masking},
journal = {CoRR},
volume = {abs/2401.11250},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11250},
doi = {10.48550/ARXIV.2401.11250},
eprinttype = {arXiv},
eprint = {2401.11250},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12644,
author = {Mehmet E. Lorasdagi and
Mehmet Y. Turali and
Ali Taha Ko{\c{c}} and
Suleyman S. Kozat},
title = {Binary Feature Mask Optimization for Feature Selection},
journal = {CoRR},
volume = {abs/2401.12644},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12644},
doi = {10.48550/ARXIV.2401.12644},
eprinttype = {arXiv},
eprint = {2401.12644},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/SaglamMCK23,
author = {Baturay Saglam and
Furkan B. Mutlu and
Dogan C. Cicek and
Suleyman S. Kozat},
title = {Actor Prioritized Experience Replay},
journal = {J. Artif. Intell. Res.},
volume = {78},
pages = {639--672},
year = {2023},
url = {https://doi.org/10.1613/jair.1.14819},
doi = {10.1613/JAIR.1.14819},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/SaglamMCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SaglamK23,
author = {Baturay Saglam and
Suleyman S. Kozat},
title = {Deep intrinsically motivated exploration in continuous control},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4959--4993},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06363-4},
doi = {10.1007/S10994-023-06363-4},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SaglamK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sivp/AslanK23,
author = {Fatih Aslan and
Suleyman Serdar Kozat},
title = {Handling irregularly sampled signals with gated temporal convolutional
networks},
journal = {Signal Image Video Process.},
volume = {17},
number = {3},
pages = {817--823},
year = {2023},
url = {https://doi.org/10.1007/s11760-022-02292-2},
doi = {10.1007/S11760-022-02292-2},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sivp/AslanK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sivp/TekinK23,
author = {Selim Furkan Tekin and
Suleyman Serdar Kozat},
title = {Crime prediction with graph neural networks and multivariate normal
distributions},
journal = {Signal Image Video Process.},
volume = {17},
number = {4},
pages = {1053--1059},
year = {2023},
url = {https://doi.org/10.1007/s11760-022-02311-2},
doi = {10.1007/S11760-022-02311-2},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sivp/TekinK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/IlhanTK23,
author = {Emirhan Ilhan and
Mehmet Y. Turali and
Suleyman S. Kozat},
title = {Gradient Boosting With Moving-Average Terms for Nonlinear Sequential
Regression},
journal = {{IEEE} Signal Process. Lett.},
volume = {30},
pages = {1182--1186},
year = {2023},
url = {https://doi.org/10.1109/LSP.2023.3309577},
doi = {10.1109/LSP.2023.3309577},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/IlhanTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YilmazKKDK23,
author = {Selim Firat Yilmaz and
E. Batuhan Kaynak and
Aykut Ko{\c{c}} and
Hamdi Dibeklioglu and
Suleyman Serdar Kozat},
title = {Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting
for Label Imbalance},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {1},
pages = {331--343},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3094304},
doi = {10.1109/TNNLS.2021.3094304},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/YilmazKKDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/IlhanKBK23,
author = {Fatih Ilhan and
Oguzhan Karaahmetoglu and
Ismail Balaban and
Suleyman Serdar Kozat},
title = {Markovian {RNN:} An Adaptive Time Series Prediction Network With HMM-Based
Switching for Nonstationary Environments},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {2},
pages = {715--728},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3100528},
doi = {10.1109/TNNLS.2021.3100528},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/IlhanKBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KaraahmetogluK23,
author = {Oguzhan Karaahmetoglu and
Suleyman Serdar Kozat},
title = {Spatiotemporal Sequence Prediction With Point Processes and Self-Organizing
Decision Trees},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {6},
pages = {3097--3110},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3111817},
doi = {10.1109/TNNLS.2021.3111817},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/KaraahmetogluK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/SaglamGK23,
author = {Baturay Saglam and
Doga G{\"{u}}rg{\"{u}}noglu and
Suleyman S. Kozat},
title = {Deep Reinforcement Learning Based Joint Downlink Beamforming and {RIS}
Configuration in RIS-Aided {MU-MISO} Systems Under Hardware Impairments
and Imperfect {CSI}},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2023 - Workshops,
Rome, Italy, May 28 - June 1, 2023},
pages = {66--72},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCWorkshops57953.2023.10283517},
doi = {10.1109/ICCWORKSHOPS57953.2023.10283517},
timestamp = {Thu, 02 Nov 2023 17:09:45 +0100},
biburl = {https://dblp.org/rec/conf/icc/SaglamGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/GoncSDCKD23,
author = {Kaan G{\"{o}}n{\c{c}} and
Baturay Saglam and
Onat Dalmaz and
Tolga {\c{C}}ukur and
Suleyman Serdar Kozat and
Hamdi Dibeklioglu},
editor = {Elisabeth Andr{\'{e}} and
Mohamed Chetouani and
Dominique Vaufreydaz and
Gale M. Lucas and
Tanja Schultz and
Louis{-}Philippe Morency and
Alessandro Vinciarelli},
title = {User Feedback-based Online Learning for Intent Classification},
booktitle = {Proceedings of the 25th International Conference on Multimodal Interaction,
{ICMI} 2023, Paris, France, October 9-13, 2023},
pages = {613--621},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3577190.3614137},
doi = {10.1145/3577190.3614137},
timestamp = {Mon, 05 Feb 2024 20:29:19 +0100},
biburl = {https://dblp.org/rec/conf/icmi/GoncSDCKD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10553,
author = {Mustafa E. Aydin and
Arda Fazla and
Suleyman S. Kozat},
title = {Hybrid State Space-based Learning for Sequential Data Prediction with
Joint Optimization},
journal = {CoRR},
volume = {abs/2309.10553},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10553},
doi = {10.48550/ARXIV.2309.10553},
eprinttype = {arXiv},
eprint = {2309.10553},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17544,
author = {Aysin Tumay and
Mustafa E. Aydin and
Suleyman S. Kozat},
title = {Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting},
journal = {CoRR},
volume = {abs/2310.17544},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17544},
doi = {10.48550/ARXIV.2310.17544},
eprinttype = {arXiv},
eprint = {2310.17544},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/AydinK22,
author = {Mustafa E. Aydin and
Suleyman Serdar Kozat},
title = {A hybrid framework for sequential data prediction with end-to-end
optimization},
journal = {Digit. Signal Process.},
volume = {129},
pages = {103687},
year = {2022},
url = {https://doi.org/10.1016/j.dsp.2022.103687},
doi = {10.1016/J.DSP.2022.103687},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/AydinK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/FazlaAK22,
author = {Arda Fazla and
Mustafa E. Aydin and
Suleyman Serdar Kozat},
title = {Joint optimization of linear and nonlinear models for sequential regression},
journal = {Digit. Signal Process.},
volume = {132},
pages = {103802},
year = {2022},
url = {https://doi.org/10.1016/j.dsp.2022.103802},
doi = {10.1016/J.DSP.2022.103802},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/FazlaAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/VuralIYEK22,
author = {Nuri Mert Vural and
Fatih Ilhan and
Selim Firat Yilmaz and
Salih Erg{\"{u}}t and
Suleyman Serdar Kozat},
title = {Achieving Online Regression Performance of LSTMs With Simple RNNs},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {12},
pages = {7632--7643},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3086029},
doi = {10.1109/TNNLS.2021.3086029},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/VuralIYEK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/GoncSKD22,
author = {Kaan Gonc and
Baturay Saglam and
Suleyman S. Kozat and
Hamdi Dibeklioglu},
title = {Face Inpainting with Pre-trained Image Transformers},
booktitle = {30th Signal Processing and Communications Applications Conference,
{SIU} 2022, Safranbolu, Turkey, May 15-18, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SIU55565.2022.9864676},
doi = {10.1109/SIU55565.2022.9864676},
timestamp = {Wed, 07 Sep 2022 15:02:59 +0200},
biburl = {https://dblp.org/rec/conf/siu/GoncSKD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SaglamDGK22,
author = {Baturay Saglam and
Onat Dalmaz and
Kaan Gonc and
Suleyman S. Kozat},
title = {Improving the Performance of Batch-Constrained Reinforcement Learning
in Continuous Action Domains via Generative Adversarial Networks},
booktitle = {30th Signal Processing and Communications Applications Conference,
{SIU} 2022, Safranbolu, Turkey, May 15-18, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SIU55565.2022.9864786},
doi = {10.1109/SIU55565.2022.9864786},
timestamp = {Wed, 07 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SaglamDGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SaglamMDK22,
author = {Baturay Saglam and
Furkan B. Mutlu and
Onat Dalmaz and
Suleyman S. Kozat},
title = {Unified Intrinsically Motivated Exploration for Off-Policy Learning
in Continuous Action Spaces},
booktitle = {30th Signal Processing and Communications Applications Conference,
{SIU} 2022, Safranbolu, Turkey, May 15-18, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SIU55565.2022.9864795},
doi = {10.1109/SIU55565.2022.9864795},
timestamp = {Wed, 07 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SaglamMDK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SaglamMGDK22,
author = {Baturay Saglam and
Furkan B. Mutlu and
Kaan Gonc and
Onat Dalmaz and
Suleyman S. Kozat},
title = {An Intrinsic Motivation Based Artificial Goal Generation in On-Policy
Continuous Control},
booktitle = {30th Signal Processing and Communications Applications Conference,
{SIU} 2022, Safranbolu, Turkey, May 15-18, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SIU55565.2022.9864957},
doi = {10.1109/SIU55565.2022.9864957},
timestamp = {Wed, 07 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SaglamMGDK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SaglamMK22,
author = {Baturay Saglam and
Furkan B. Mutlu and
Suleyman S. Kozat},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {An Optimistic Approach to the Temporal Difference Error in Off-Policy
Actor-Critic Algorithms},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {875--883},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022298},
doi = {10.1109/SSCI51031.2022.10022298},
timestamp = {Wed, 08 Feb 2023 22:09:16 +0100},
biburl = {https://dblp.org/rec/conf/ssci/SaglamMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13787,
author = {Mustafa E. Aydin and
Suleyman Serdar Kozat},
title = {A Hybrid Framework for Sequential Data Prediction with End-to-End
Optimization},
journal = {CoRR},
volume = {abs/2203.13787},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13787},
doi = {10.48550/ARXIV.2203.13787},
eprinttype = {arXiv},
eprint = {2203.13787},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13453,
author = {Baturay Saglam and
Dogan C. Cicek and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {Safe and Robust Experience Sharing for Deterministic Policy Gradient
Algorithms},
journal = {CoRR},
volume = {abs/2207.13453},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.13453},
doi = {10.48550/ARXIV.2207.13453},
eprinttype = {arXiv},
eprint = {2207.13453},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-13453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-00755,
author = {Baturay Saglam and
Dogan C. Cicek and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2208.00755},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.00755},
doi = {10.48550/ARXIV.2208.00755},
eprinttype = {arXiv},
eprint = {2208.00755},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-00755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03708,
author = {Hakan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {Optimal Tracking in Prediction with Expert Advice},
journal = {CoRR},
volume = {abs/2208.03708},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03708},
doi = {10.48550/ARXIV.2208.03708},
eprinttype = {arXiv},
eprint = {2208.03708},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00532,
author = {Baturay Saglam and
Furkan B. Mutlu and
Dogan C. Cicek and
Suleyman S. Kozat},
title = {Actor Prioritized Experience Replay},
journal = {CoRR},
volume = {abs/2209.00532},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00532},
doi = {10.48550/ARXIV.2209.00532},
eprinttype = {arXiv},
eprint = {2209.00532},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00293,
author = {Baturay Saglam and
Suleyman S. Kozat},
title = {Deep Intrinsically Motivated Exploration in Continuous Control},
journal = {CoRR},
volume = {abs/2210.00293},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00293},
doi = {10.48550/ARXIV.2210.00293},
eprinttype = {arXiv},
eprint = {2210.00293},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09702,
author = {Baturay Saglam and
Doga G{\"{u}}rg{\"{u}}noglu and
Suleyman S. Kozat},
title = {Deep Reinforcement Learning Based Joint Downlink Beamforming and {RIS}
Configuration in RIS-aided {MU-MISO} Systems Under Hardware Impairments
and Imperfect {CSI}},
journal = {CoRR},
volume = {abs/2211.09702},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09702},
doi = {10.48550/ARXIV.2211.09702},
eprinttype = {arXiv},
eprint = {2211.09702},
timestamp = {Thu, 16 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16884,
author = {Arda Fazla and
Mustafa Enes Aydin and
Orhun Tamyigit and
Suleyman Serdar Kozat},
title = {Context-Aware Ensemble Learning for Time Series},
journal = {CoRR},
volume = {abs/2211.16884},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16884},
doi = {10.48550/ARXIV.2211.16884},
eprinttype = {arXiv},
eprint = {2211.16884},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KerpicciOK21,
author = {Mine Kerpicci and
Huseyin Ozkan and
Suleyman Serdar Kozat},
title = {Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel
Density Estimators},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {9},
pages = {4253--4266},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.3017675},
doi = {10.1109/TNNLS.2020.3017675},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KerpicciOK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/VuralEK21,
author = {Nuri Mert Vural and
Salih Erg{\"{u}}t and
Suleyman Serdar Kozat},
title = {An Efficient and Effective Second-Order Training Algorithm for LSTM-Based
Adaptive Learning},
journal = {{IEEE} Trans. Signal Process.},
volume = {69},
pages = {2541--2554},
year = {2021},
url = {https://doi.org/10.1109/TSP.2021.3071566},
doi = {10.1109/TSP.2021.3071566},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/VuralEK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SaglamDCMK21,
author = {Baturay Saglam and
Enes Duran and
Dogan C. Cicek and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {Estimation Error Correction in Deep Reinforcement Learning for Deterministic
Actor-Critic Methods},
booktitle = {33rd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2021, Washington, DC, USA, November 1-3, 2021},
pages = {137--144},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICTAI52525.2021.00027},
doi = {10.1109/ICTAI52525.2021.00027},
timestamp = {Tue, 28 Dec 2021 13:25:55 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SaglamDCMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/CicekDSKMK21,
author = {Dogan C. Cicek and
Enes Duran and
Baturay Saglam and
Kagan Kaya and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {{AWD3:} Dynamic Reduction of the Estimation Bias},
booktitle = {33rd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2021, Washington, DC, USA, November 1-3, 2021},
pages = {775--779},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICTAI52525.2021.00123},
doi = {10.1109/ICTAI52525.2021.00123},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/CicekDSKMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/CicekDSMK21,
author = {Dogan C. Cicek and
Enes Duran and
Baturay Saglam and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms
via Batch Prioritized Experience Replay},
booktitle = {33rd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2021, Washington, DC, USA, November 1-3, 2021},
pages = {1255--1262},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICTAI52525.2021.00199},
doi = {10.1109/ICTAI52525.2021.00199},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/CicekDSMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00696,
author = {Selim Furkan Tekin and
Oguzhan Karaahmetoglu and
Fatih Ilhan and
Ismail Balaban and
Suleyman Serdar Kozat},
title = {Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional
LSTMs},
journal = {CoRR},
volume = {abs/2102.00696},
year = {2021},
url = {https://arxiv.org/abs/2102.00696},
eprinttype = {arXiv},
eprint = {2102.00696},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10736,
author = {Baturay Saglam and
Enes Duran and
Dogan C. Cicek and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {Estimation Error Correction in Deep Reinforcement Learning for Deterministic
Actor-Critic Methods},
journal = {CoRR},
volume = {abs/2109.10736},
year = {2021},
url = {https://arxiv.org/abs/2109.10736},
eprinttype = {arXiv},
eprint = {2109.10736},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11788,
author = {Baturay Saglam and
Enes Duran and
Dogan C. Cicek and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {Parameter-Free Deterministic Reduction of the Estimation Bias in Continuous
Control},
journal = {CoRR},
volume = {abs/2109.11788},
year = {2021},
url = {https://arxiv.org/abs/2109.11788},
eprinttype = {arXiv},
eprint = {2109.11788},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01865,
author = {Dogan C. Cicek and
Enes Duran and
Baturay Saglam and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms
via Batch Prioritized Experience Replay},
journal = {CoRR},
volume = {abs/2111.01865},
year = {2021},
url = {https://arxiv.org/abs/2111.01865},
eprinttype = {arXiv},
eprint = {2111.01865},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06780,
author = {Dogan C. Cicek and
Enes Duran and
Baturay Saglam and
Kagan Kaya and
Furkan B. Mutlu and
Suleyman S. Kozat},
title = {{AWD3:} Dynamic Reduction of the Estimation Bias},
journal = {CoRR},
volume = {abs/2111.06780},
year = {2021},
url = {https://arxiv.org/abs/2111.06780},
eprinttype = {arXiv},
eprint = {2111.06780},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14733,
author = {Selim Furkan Tekin and
Suleyman Serdar Kozat},
title = {Crime Prediction with Graph Neural Networks and Multivariate Normal
Distributions},
journal = {CoRR},
volume = {abs/2111.14733},
year = {2021},
url = {https://arxiv.org/abs/2111.14733},
eprinttype = {arXiv},
eprint = {2111.14733},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/ErgenK20,
author = {Tolga Ergen and
Suleyman Serdar Kozat},
title = {A novel distributed anomaly detection algorithm based on support vector
machines},
journal = {Digit. Signal Process.},
volume = {99},
pages = {102657},
year = {2020},
url = {https://doi.org/10.1016/j.dsp.2020.102657},
doi = {10.1016/J.DSP.2020.102657},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/ErgenK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/MirzaKK20,
author = {Ali H. Mirza and
Mine Kerpicci and
Suleyman Serdar Kozat},
title = {Efficient online learning with improved {LSTM} neural networks},
journal = {Digit. Signal Process.},
volume = {102},
pages = {102742},
year = {2020},
url = {https://doi.org/10.1016/j.dsp.2020.102742},
doi = {10.1016/J.DSP.2020.102742},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/MirzaKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ErgenMK20,
author = {Tolga Ergen and
Ali H. Mirza and
Suleyman Serdar Kozat},
title = {Energy-Efficient {LSTM} Networks for Online Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {8},
pages = {3114--3126},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2935796},
doi = {10.1109/TNNLS.2019.2935796},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ErgenMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ErgenK20,
author = {Tolga Ergen and
Suleyman Serdar Kozat},
title = {Unsupervised Anomaly Detection With {LSTM} Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {8},
pages = {3127--3141},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2935975},
doi = {10.1109/TNNLS.2019.2935975},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ErgenK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/IlhanK20,
author = {Fatih Ilhan and
Suleyman Serdar Kozat},
title = {Modeling of Spatio-Temporal Hawkes Processes With Randomized Kernels},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {4946--4958},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.3019329},
doi = {10.1109/TSP.2020.3019329},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/IlhanK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/IlhanVK20,
author = {Fatih Ilhan and
Nuri Mert Vural and
Suleyman Serdar Kozat},
title = {LSTM-Based Online Learning with Extended Kalman Filter Based Training
Algorithm},
booktitle = {28th Signal Processing and Communications Applications Conference,
{SIU} 2020, Gaziantep, Turkey, October 5-7, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SIU49456.2020.9302071},
doi = {10.1109/SIU49456.2020.9302071},
timestamp = {Wed, 27 Jan 2021 11:59:37 +0100},
biburl = {https://dblp.org/rec/conf/siu/IlhanVK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/VuralAIK20,
author = {Nuri Mert Vural and
Burak Altas and
Fatih Ilhan and
Suleyman Serdar Kozat},
title = {Online Shortest Path Learning via Convex Optimization},
booktitle = {28th Signal Processing and Communications Applications Conference,
{SIU} 2020, Gaziantep, Turkey, October 5-7, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SIU49456.2020.9302479},
doi = {10.1109/SIU49456.2020.9302479},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/VuralAIK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/VuralAIK20a,
author = {Nuri Mert Vural and
Burak Altas and
Fatih Ilhan and
Suleyman Serdar Kozat},
title = {Shortest Path Learning in Non-Stationary Enviroments via Online Convex
Optimization},
booktitle = {28th Signal Processing and Communications Applications Conference,
{SIU} 2020, Gaziantep, Turkey, October 5-7, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SIU49456.2020.9302496},
doi = {10.1109/SIU49456.2020.9302496},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/VuralAIK20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/YilmazBK20,
author = {Selim Firat Yilmaz and
Ismail Balaban and
Suleyman Serdar Kozat},
title = {Improved Named Entity Recognition in Turkish News via Word Lookup
Methods},
booktitle = {28th Signal Processing and Communications Applications Conference,
{SIU} 2020, Gaziantep, Turkey, October 5-7, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SIU49456.2020.9302462},
doi = {10.1109/SIU49456.2020.9302462},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/YilmazBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03671,
author = {Fatih Ilhan and
Suleyman Serdar Kozat},
title = {Modeling of Spatio-Temporal Hawkes Processes with Randomized Kernels},
journal = {CoRR},
volume = {abs/2003.03671},
year = {2020},
url = {https://arxiv.org/abs/2003.03671},
eprinttype = {arXiv},
eprint = {2003.03671},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05865,
author = {Selim Firat Yilmaz and
Suleyman Serdar Kozat},
title = {Unsupervised Anomaly Detection via Deep Metric Learning with End-to-End
Optimization},
journal = {CoRR},
volume = {abs/2005.05865},
year = {2020},
url = {https://arxiv.org/abs/2005.05865},
eprinttype = {arXiv},
eprint = {2005.05865},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-05865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-08948,
author = {Nuri Mert Vural and
Fatih Ilhan and
Selim Firat Yilmaz and
Suleyman Serdar Kozat},
title = {Achieving Online Regression Performance of LSTMs with Simple RNNs},
journal = {CoRR},
volume = {abs/2005.08948},
year = {2020},
url = {https://arxiv.org/abs/2005.08948},
eprinttype = {arXiv},
eprint = {2005.08948},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11353,
author = {Safa Onur Sahin and
Suleyman Serdar Kozat},
title = {A Tree Architecture of {LSTM} Networks for Sequential Regression with
Missing Data},
journal = {CoRR},
volume = {abs/2005.11353},
year = {2020},
url = {https://arxiv.org/abs/2005.11353},
eprinttype = {arXiv},
eprint = {2005.11353},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12005,
author = {Oguzhan Karaahmetoglu and
Fatih Ilhan and
Ismail Balaban and
Suleyman Serdar Kozat},
title = {Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing
Valued Time-Series Data Using {LSTM} Networks},
journal = {CoRR},
volume = {abs/2005.12005},
year = {2020},
url = {https://arxiv.org/abs/2005.12005},
eprinttype = {arXiv},
eprint = {2005.12005},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10119,
author = {Fatih Ilhan and
Oguzhan Karaahmetoglu and
Ismail Balaban and
Suleyman Serdar Kozat},
title = {Markovian {RNN:} An Adaptive Time Series Prediction Network with HMM-based
Switching for Nonstationary Environments},
journal = {CoRR},
volume = {abs/2006.10119},
year = {2020},
url = {https://arxiv.org/abs/2006.10119},
eprinttype = {arXiv},
eprint = {2006.10119},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14426,
author = {Oguzhan Karaahmetoglu and
Suleyman Serdar Kozat},
title = {Spatio-temporal Sequence Prediction with Point Processes and Self-organizing
Decision Trees},
journal = {CoRR},
volume = {abs/2006.14426},
year = {2020},
url = {https://arxiv.org/abs/2006.14426},
eprinttype = {arXiv},
eprint = {2006.14426},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11573,
author = {Selim Firat Yilmaz and
E. Batuhan Kaynak and
Aykut Ko{\c{c}} and
Hamdi Dibeklioglu and
Suleyman Serdar Kozat},
title = {Multi-Label Sentiment Analysis on 100 Languages with Dynamic Weighting
for Label Imbalance},
journal = {CoRR},
volume = {abs/2008.11573},
year = {2020},
url = {https://arxiv.org/abs/2008.11573},
eprinttype = {arXiv},
eprint = {2008.11573},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02572,
author = {Selim Firat Yilmaz and
Suleyman Serdar Kozat},
title = {PySAD: {A} Streaming Anomaly Detection Framework in Python},
journal = {CoRR},
volume = {abs/2009.02572},
year = {2020},
url = {https://arxiv.org/abs/2009.02572},
eprinttype = {arXiv},
eprint = {2009.02572},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/VanliSNOK19,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Mohammadreza Mohaghegh Neyshabouri and
Huseyin Ozkan and
Suleyman Serdar Kozat},
title = {Nonlinear regression via incremental decision trees},
journal = {Pattern Recognit.},
volume = {86},
pages = {1--13},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.08.014},
doi = {10.1016/J.PATCOG.2018.08.014},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/VanliSNOK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/KilicESK19,
author = {Osman Fatih Kili{\c{c}} and
Tolga Ergen and
Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Team-optimal online estimation of dynamic parameters over distributed
tree networks},
journal = {Signal Process.},
volume = {154},
pages = {148--158},
year = {2019},
url = {https://doi.org/10.1016/j.sigpro.2018.08.007},
doi = {10.1016/J.SIGPRO.2018.08.007},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/KilicESK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/NeyshabouriGGOK19,
author = {Mohammadreza Mohaghegh Neyshabouri and
Kaan G{\"{o}}kcesu and
Hakan G{\"{o}}kcesu and
Huseyin Ozkan and
Suleyman Serdar Kozat},
title = {Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical
Structures},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {3},
pages = {923--937},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2854796},
doi = {10.1109/TNNLS.2018.2854796},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/NeyshabouriGGOK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SahinK19,
author = {Safa Onur Sahin and
Suleyman Serdar Kozat},
title = {Nonuniformly Sampled Data Processing Using {LSTM} Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {5},
pages = {1452--1461},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2869822},
doi = {10.1109/TNNLS.2018.2869822},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/SahinK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/GokcesuNGK19,
author = {Kaan G{\"{o}}kcesu and
Mohammadreza Mohaghegh Neyshabouri and
Hakan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {Sequential Outlier Detection Based on Incremental Decision Trees},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {4},
pages = {993--1005},
year = {2019},
url = {https://doi.org/10.1109/TSP.2018.2887406},
doi = {10.1109/TSP.2018.2887406},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/GokcesuNGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/VuralGGK19,
author = {Nuri Mert Vural and
Hakan G{\"{o}}kcesu and
Kaan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {Minimax Optimal Algorithms for Adversarial Bandit Problem With Multiple
Plays},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {16},
pages = {4383--4398},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2928952},
doi = {10.1109/TSP.2019.2928952},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/VuralGGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/KerpicciKO19,
author = {Mine Kerpicci and
Suleyman Serdar Kozat and
Huseyin Ozkan},
title = {Sequential Anomaly Detection Using Nonparametric Density Estimators},
booktitle = {27th Signal Processing and Communications Applications Conference,
{SIU} 2019, Sivas, Turkey, April 24-26, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SIU.2019.8806293},
doi = {10.1109/SIU.2019.8806293},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/KerpicciKO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09369,
author = {Hakan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {Minimax Optimal Online Stochastic Learning for Sequences of Convex
Functions under Sub-Gradient Observation Failures},
journal = {CoRR},
volume = {abs/1904.09369},
year = {2019},
url = {http://arxiv.org/abs/1904.09369},
eprinttype = {arXiv},
eprint = {1904.09369},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00497,
author = {Hakan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {Efficient Online Convex Optimization with Adaptively Minimax Optimal
Dynamic Regret},
journal = {CoRR},
volume = {abs/1907.00497},
year = {2019},
url = {http://arxiv.org/abs/1907.00497},
eprinttype = {arXiv},
eprint = {1907.00497},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09857,
author = {Nuri Mert Vural and
Suleyman Serdar Kozat},
title = {An Efficient {EKF} Based Algorithm For LSTM-Based Online Learning},
journal = {CoRR},
volume = {abs/1910.09857},
year = {2019},
url = {http://arxiv.org/abs/1910.09857},
eprinttype = {arXiv},
eprint = {1910.09857},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11122,
author = {Nuri Mert Vural and
Hakan G{\"{o}}kcesu and
Kaan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {Minimax Optimal Algorithms for Adversarial Bandit Problem with Multiple
Plays},
journal = {CoRR},
volume = {abs/1911.11122},
year = {2019},
url = {http://arxiv.org/abs/1911.11122},
eprinttype = {arXiv},
eprint = {1911.11122},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/KariMKOK18,
author = {Dariush Kari and
Ali H. Mirza and
Farhan Khan and
Huseyin Ozkan and
Suleyman Serdar Kozat},
title = {Boosted adaptive filters},
journal = {Digit. Signal Process.},
volume = {81},
pages = {61--78},
year = {2018},
url = {https://doi.org/10.1016/j.dsp.2018.07.012},
doi = {10.1016/J.DSP.2018.07.012},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/KariMKOK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ErgenK18,
author = {Tolga Ergen and
Suleyman Serdar Kozat},
title = {Efficient Online Learning Algorithms Based on {LSTM} Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {8},
pages = {3772--3783},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2741598},
doi = {10.1109/TNNLS.2017.2741598},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ErgenK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GokcesuK18,
author = {Kaan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {Online Density Estimation of Nonstationary Sources Using Exponential
Family of Distributions},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {9},
pages = {4473--4478},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2740003},
doi = {10.1109/TNNLS.2017.2740003},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GokcesuK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ErgenK18a,
author = {Tolga Ergen and
Suleyman Serdar Kozat},
title = {Online Training of {LSTM} Networks in Distributed Systems for Variable
Length Data Sequences},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {10},
pages = {5159--5165},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2770179},
doi = {10.1109/TNNLS.2017.2770179},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ErgenK18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GokcesuK18a,
author = {Kaan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {An Online Minimax Optimal Algorithm for Adversarial Multiarmed Bandit
Problem},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {11},
pages = {5565--5580},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2018.2806006},
doi = {10.1109/TNNLS.2018.2806006},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GokcesuK18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/GokcesuK18,
author = {Kaan G{\"{o}}kcesu and
Suleyman Serdar Kozat},
title = {Online Anomaly Detection With Minimax Optimal Density Estimation in
Nonstationary Environments},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {5},
pages = {1213--1227},
year = {2018},
url = {https://doi.org/10.1109/TSP.2017.2784390},
doi = {10.1109/TSP.2017.2784390},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/GokcesuK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/OzkanODK18,
author = {Huseyin Ozkan and
Fatih Ozkan and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Efficient {NP} Tests for Anomaly Detection Over Birth-Death Type DTMCs},
journal = {J. Signal Process. Syst.},
volume = {90},
number = {2},
pages = {175--184},
year = {2018},
url = {https://doi.org/10.1007/s11265-016-1147-0},
doi = {10.1007/S11265-016-1147-0},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlsisp/OzkanODK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/ErgenSK18,
author = {Tolga Ergen and
Safa Onur Sahin and
Suleyman Serdar Kozat},
title = {Recurrent neural networks based online learning algorithms for distributed
systems},
booktitle = {26th Signal Processing and Communications Applications Conference,
{SIU} 2018, Izmir, Turkey, May 2-5, 2018},
pages = {1--4},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SIU.2018.8404806},
doi = {10.1109/SIU.2018.8404806},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/siu/ErgenSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03674,
author = {Mohammadreza Mohaghegh Neyshabouri and
Suleyman Serdar Kozat},
title = {Sequential Outlier Detection based on Incremental Decision Trees},
journal = {CoRR},
volume = {abs/1803.03674},
year = {2018},
url = {http://arxiv.org/abs/1803.03674},
eprinttype = {arXiv},
eprint = {1803.03674},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/SayinKB17,
author = {Muhammed O. Sayin and
Suleyman Serdar Kozat and
Tamer Basar},
title = {Team-optimal distributed {MMSE} estimation in general and tree networks},
journal = {Digit. Signal Process.},
volume = {64},
pages = {83--95},
year = {2017},
url = {https://doi.org/10.1016/j.dsp.2017.02.007},
doi = {10.1016/J.DSP.2017.02.007},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/SayinKB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/KariMKSK17,
author = {Dariush Kari and
Iman Marivani and
Farhan Khan and
Muhammed Omer Sayin and
Suleyman Serdar Kozat},
title = {Robust adaptive algorithms for underwater acoustic channel estimation
and their performance analysis},
journal = {Digit. Signal Process.},
volume = {68},
pages = {57--68},
year = {2017},
url = {https://doi.org/10.1016/j.dsp.2017.05.006},
doi = {10.1016/J.DSP.2017.05.006},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/KariMKSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/UtluKK17,
author = {Ihsan Utlu and
Osman Fatih Kili{\c{c}} and
Suleyman Serdar Kozat},
title = {Resource-aware event triggered distributed estimation over adaptive
networks},
journal = {Digit. Signal Process.},
volume = {68},
pages = {127--137},
year = {2017},
url = {https://doi.org/10.1016/j.dsp.2017.05.011},
doi = {10.1016/J.DSP.2017.05.011},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/UtluKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jece/DelibaltaBK17,
author = {Ibrahim Delibalta and
Lemi Baruh and
Suleyman Serdar Kozat},
title = {An Online Causal Inference Framework for Modeling and Designing Systems
Involving User Preferences: {A} State-Space Approach},
journal = {J. Electr. Comput. Eng.},
volume = {2017},
pages = {1048385:1--1048385:11},
year = {2017},
url = {https://doi.org/10.1155/2017/1048385},
doi = {10.1155/2017/1048385},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jece/DelibaltaBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/phycomm/KariVK17,
author = {Dariush Kari and
Nuri Denizcan Vanli and
Suleyman Serdar Kozat},
title = {Adaptive and efficient nonlinear channel equalization for underwater
acoustic communication},
journal = {Phys. Commun.},
volume = {24},
pages = {83--93},
year = {2017},
url = {https://doi.org/10.1016/j.phycom.2017.06.001},
doi = {10.1016/J.PHYCOM.2017.06.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/phycomm/KariVK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/CivekDK17,
author = {Burak C. Civek and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Highly efficient hierarchical online nonlinear regression using second
order methods},
journal = {Signal Process.},
volume = {137},
pages = {22--32},
year = {2017},
url = {https://doi.org/10.1016/j.sigpro.2017.01.029},
doi = {10.1016/J.SIGPRO.2017.01.029},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/CivekDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sivp/KilicSDK17,
author = {Osman Fatih Kili{\c{c}} and
Muhammed O. Sayin and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Computationally highly efficient mixture of adaptive filters},
journal = {Signal Image Video Process.},
volume = {11},
number = {2},
pages = {235--242},
year = {2017},
url = {https://doi.org/10.1007/s11760-016-0925-2},
doi = {10.1007/S11760-016-0925-2},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sivp/KilicSDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sivp/NeyshabouriDDK17,
author = {Mohammadreza Mohaghegh Neyshabouri and
Oguzhan Demir and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Highly efficient nonlinear regression for big data with lexicographical
splitting},
journal = {Signal Image Video Process.},
volume = {11},
number = {3},
pages = {391--398},
year = {2017},
url = {https://doi.org/10.1007/s11760-016-0972-8},
doi = {10.1007/S11760-016-0972-8},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sivp/NeyshabouriDDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CivekK17,
author = {Burak C. Civek and
Suleyman Serdar Kozat},
title = {Efficient Implementation of Newton-Raphson Methods for Sequential
Data Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {12},
pages = {2786--2791},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2754380},
doi = {10.1109/TKDE.2017.2754380},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/CivekK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/VanliSDK17,
author = {Nuri Denizcan Vanli and
Muhammed O. Sayin and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Sequential Nonlinear Learning for Distributed Multiagent Systems via
Extreme Learning Machines},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {3},
pages = {546--558},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2536649},
doi = {10.1109/TNNLS.2016.2536649},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/VanliSDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/SayinVKB17,
author = {Muhammed O. Sayin and
N. Denizcan Vanli and
Suleyman Serdar Kozat and
Tamer Basar},
title = {Stochastic Subgradient Algorithms for Strongly Convex Optimization
Over Distributed Networks},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {4},
number = {4},
pages = {248--260},
year = {2017},
url = {https://doi.org/10.1109/TNSE.2017.2713396},
doi = {10.1109/TNSE.2017.2713396},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/SayinVKB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/ErgenGSK17,
author = {Tolga Ergen and
Kaan G{\"{o}}kcesu and
Mustafa Simsek and
Suleyman Serdar Kozat},
title = {Novelty detection using soft partitioning and hierarchical models},
booktitle = {25th Signal Processing and Communications Applications Conference,
{SIU} 2017, Antalya, Turkey, May 15-18, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SIU.2017.7960213},
doi = {10.1109/SIU.2017.7960213},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/ErgenGSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/ErgenK17,
author = {Tolga Ergen and
Suleyman Serdar Kozat},
title = {Neural networks based online learning},
booktitle = {25th Signal Processing and Communications Applications Conference,
{SIU} 2017, Antalya, Turkey, May 15-18, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SIU.2017.7960218},
doi = {10.1109/SIU.2017.7960218},
timestamp = {Tue, 11 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/ErgenK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/ErgenK17a,
author = {Tolga Ergen and
Suleyman Serdar Kozat},
title = {Online distributed nonlinear regression via neural networks},
booktitle = {25th Signal Processing and Communications Applications Conference,
{SIU} 2017, Antalya, Turkey, May 15-18, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SIU.2017.7960220},
doi = {10.1109/SIU.2017.7960220},
timestamp = {Tue, 11 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/ErgenK17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/GokcesuECK17,
author = {Kaan G{\"{o}}kcesu and
Tolga Ergen and
Selami {\c{C}}ift{\c{c}}i and
Suleyman Serdar Kozat},
title = {An efficient bandit algorithm for general weight assignments},
booktitle = {25th Signal Processing and Communications Applications Conference,
{SIU} 2017, Antalya, Turkey, May 15-18, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SIU.2017.7960214},
doi = {10.1109/SIU.2017.7960214},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/GokcesuECK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/KhanK17,
author = {Farhan Khan and
Suleyman Serdar Kozat},
title = {Sequential churn prediction and analysis of cellular network users
- {A} multi-class, multi-label perspective},
booktitle = {25th Signal Processing and Communications Applications Conference,
{SIU} 2017, Antalya, Turkey, May 15-18, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SIU.2017.7960659},
doi = {10.1109/SIU.2017.7960659},
timestamp = {Tue, 11 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/KhanK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CivekDK17,
author = {Burak C. Civek and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Highly Efficient Hierarchical Online Nonlinear Regression Using Second
Order Methods},
journal = {CoRR},
volume = {abs/1701.05053},
year = {2017},
url = {http://arxiv.org/abs/1701.05053},
eprinttype = {arXiv},
eprint = {1701.05053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CivekDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CivekK17,
author = {Burak C. Civek and
Suleyman Serdar Kozat},
title = {Efficient Implementation Of Newton-Raphson Methods For Sequential
Data Prediction},
journal = {CoRR},
volume = {abs/1701.05378},
year = {2017},
url = {http://arxiv.org/abs/1701.05378},
eprinttype = {arXiv},
eprint = {1701.05378},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CivekK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09207,
author = {Tolga Ergen and
Ali Hassan Mirza and
Suleyman Serdar Kozat},
title = {Unsupervised and Semi-supervised Anomaly Detection with {LSTM} Neural
Networks},
journal = {CoRR},
volume = {abs/1710.09207},
year = {2017},
url = {http://arxiv.org/abs/1710.09207},
eprinttype = {arXiv},
eprint = {1710.09207},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/VanliTDK16,
author = {N. Denizcan Vanli and
Sait Tun{\c{c}} and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Growth optimal investment in discrete-time markets with proportional
transaction costs},
journal = {Digit. Signal Process.},
volume = {48},
pages = {226--238},
year = {2016},
url = {https://doi.org/10.1016/j.dsp.2015.08.009},
doi = {10.1016/J.DSP.2015.08.009},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/VanliTDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/DelibaltaGSBK16,
author = {Ibrahim Delibalta and
Kaan G{\"{o}}kcesu and
Mustafa Simsek and
Lemi Baruh and
Suleyman Serdar Kozat},
title = {Online Anomaly Detection With Nested Trees},
journal = {{IEEE} Signal Process. Lett.},
volume = {23},
number = {12},
pages = {1867--1871},
year = {2016},
url = {https://doi.org/10.1109/LSP.2016.2623773},
doi = {10.1109/LSP.2016.2623773},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/DelibaltaGSBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/KhanKKK16,
author = {Farhan Khan and
Dariush Kari and
Ilyas Alper Karatepe and
Suleyman Serdar Kozat},
title = {Universal Nonlinear Regression on High Dimensional Data Using Adaptive
Hierarchical Trees},
journal = {{IEEE} Trans. Big Data},
volume = {2},
number = {2},
pages = {175--188},
year = {2016},
url = {https://doi.org/10.1109/TBDATA.2016.2555323},
doi = {10.1109/TBDATA.2016.2555323},
timestamp = {Thu, 27 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/KhanKKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/OzkanOK16,
author = {Huseyin Ozkan and
Fatih Ozkan and
Suleyman Serdar Kozat},
title = {Online Anomaly Detection Under Markov Statistics With Controllable
Type-I Error},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {6},
pages = {1435--1445},
year = {2016},
url = {https://doi.org/10.1109/TSP.2015.2504345},
doi = {10.1109/TSP.2015.2504345},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/OzkanOK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/OzkanVK16,
author = {Huseyin Ozkan and
N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {Online Classification via Self-Organizing Space Partitioning},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {15},
pages = {3895--3908},
year = {2016},
url = {https://doi.org/10.1109/TSP.2016.2557307},
doi = {10.1109/TSP.2016.2557307},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/OzkanVK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/VanliGSYK16,
author = {N. Denizcan Vanli and
Kaan G{\"{o}}kcesu and
Muhammed O. Sayin and
Hikmet Yildiz and
Suleyman Serdar Kozat},
title = {Sequential Prediction Over Hierarchical Structures},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {23},
pages = {6284--6298},
year = {2016},
url = {https://doi.org/10.1109/TSP.2016.2607141},
doi = {10.1109/TSP.2016.2607141},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/VanliGSYK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/UtluK16,
author = {Ihsan Utlu and
Suleyman Serdar Kozat},
title = {Distributed adaptive filtering with reduced communication load},
booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest,
Hungary, August 29 - September 2, 2016},
pages = {1488--1492},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EUSIPCO.2016.7760496},
doi = {10.1109/EUSIPCO.2016.7760496},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/UtluK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KariMDK16,
author = {Dariush Kari and
Iman Marivani and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Boosted LMS-based piecewise linear adaptive filters},
booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest,
Hungary, August 29 - September 2, 2016},
pages = {1593--1597},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EUSIPCO.2016.7760517},
doi = {10.1109/EUSIPCO.2016.7760517},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/KariMDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KhanDK16,
author = {Farhan Khan and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Online churn detection on high dimensional cellular data using adaptive
hierarchical trees},
booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest,
Hungary, August 29 - September 2, 2016},
pages = {2275--2279},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EUSIPCO.2016.7760654},
doi = {10.1109/EUSIPCO.2016.7760654},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/KhanDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KilicVODK16,
author = {Osman Fatih Kili{\c{c}} and
N. Denizcan Vanli and
Huseyin Ozkan and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Adaptive hierarchical space partitioning for online classification},
booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest,
Hungary, August 29 - September 2, 2016},
pages = {2290--2294},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EUSIPCO.2016.7760657},
doi = {10.1109/EUSIPCO.2016.7760657},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/KilicVODK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/CivekDK16,
author = {Burak C. Civek and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Piecewise linear regression based on adaptive tree structure using
second order methods},
booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest,
Hungary, August 29 - September 2, 2016},
pages = {2445--2449},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EUSIPCO.2016.7760688},
doi = {10.1109/EUSIPCO.2016.7760688},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/CivekDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/CivekDK16,
author = {Burak C. Civek and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Nonlinear regression using second order methods},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1085--1088},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495932},
doi = {10.1109/SIU.2016.7495932},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/siu/CivekDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/CivekKDK16,
author = {Burak C. Civek and
Dariush Kari and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Big data signal processing using boosted {RLS} algorithm},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1089--1092},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495933},
doi = {10.1109/SIU.2016.7495933},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/CivekKDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SimsekDBK16,
author = {Mustafa Simsek and
Ibrahim Delibalta and
Lemi Baruh and
Suleyman Serdar Kozat},
title = {Mathematical model of causal inference in Social Networks},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1165--1168},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495952},
doi = {10.1109/SIU.2016.7495952},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SimsekDBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/KilicSDK16,
author = {Osman Fatih Kili{\c{c}} and
Muhammed Omer Sayin and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Mixture of set membership filters approach for big data signal processing},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1217--1220},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495965},
doi = {10.1109/SIU.2016.7495965},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/KilicSDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/DemirNDK16,
author = {Oguzhan Demir and
Mohammadreza Mohaghegh Neyshabouri and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {A tree-based solution to nonlinear regression problem},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1233--1236},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495969},
doi = {10.1109/SIU.2016.7495969},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/DemirNDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/KilicVODK16,
author = {Osman Fatih Kili{\c{c}} and
N. Denizcan Vanli and
Huseyin Ozkan and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Online adaptive hierarchical space partitioning classifier},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1237--1240},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495970},
doi = {10.1109/SIU.2016.7495970},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/KilicVODK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/YarDBK16,
author = {Ersin Yar and
Ibrahim Delibalta and
Lemi Baruh and
Suleyman Serdar Kozat},
title = {Online text classification for real life tweet analysis},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1609--1612},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7496063},
doi = {10.1109/SIU.2016.7496063},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/YarDBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/UtluK16,
author = {Ihsan Utlu and
Suleyman Serdar Kozat},
title = {Communication efficient distributed estimation},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1677--1680},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7496080},
doi = {10.1109/SIU.2016.7496080},
timestamp = {Wed, 08 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/UtluK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KariDK16,
author = {Dariush Kari and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
title = {Boosted Adaptive Filters},
journal = {CoRR},
volume = {abs/1601.00549},
year = {2016},
url = {http://arxiv.org/abs/1601.00549},
eprinttype = {arXiv},
eprint = {1601.00549},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KariDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KariVK16,
author = {Dariush Kari and
Nuri Denizcan Vanli and
Suleyman Serdar Kozat},
title = {Adaptive and Efficient Nonlinear Channel Equalization for Underwater
Acoustic Communication},
journal = {CoRR},
volume = {abs/1601.01218},
year = {2016},
url = {http://arxiv.org/abs/1601.01218},
eprinttype = {arXiv},
eprint = {1601.01218},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KariVK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SayinK16,
author = {Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Network structures and fast distributed {MMSE} estimation},
journal = {CoRR},
volume = {abs/1610.00681},
year = {2016},
url = {http://arxiv.org/abs/1610.00681},
eprinttype = {arXiv},
eprint = {1610.00681},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SayinK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeyshabouriGCK16,
author = {Mohammadreza Mohaghegh Neyshabouri and
Kaan G{\"{o}}kcesu and
Selami Ciftci and
Suleyman Serdar Kozat},
title = {A Nearly Optimal Contextual Bandit Algorithm},
journal = {CoRR},
volume = {abs/1612.01367},
year = {2016},
url = {http://arxiv.org/abs/1612.01367},
eprinttype = {arXiv},
eprint = {1612.01367},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/NeyshabouriGCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/VanliDK15,
author = {N. Denizcan Vanli and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Robust least squares methods under bounded data uncertainties},
journal = {Digit. Signal Process.},
volume = {36},
pages = {82--92},
year = {2015},
url = {https://doi.org/10.1016/j.dsp.2014.10.004},
doi = {10.1016/J.DSP.2014.10.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/VanliDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/SayinYDK15,
author = {Muhammed O. Sayin and
Yasin Yilmaz and
Alper Demir and
Suleyman Serdar Kozat},
title = {The Krylov-proportionate normalized least mean fourth approach: Formulation
and performance analysis},
journal = {Signal Process.},
volume = {109},
pages = {1--13},
year = {2015},
url = {https://doi.org/10.1016/j.sigpro.2014.10.015},
doi = {10.1016/J.SIGPRO.2014.10.015},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/SayinYDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/VanliK15,
author = {Nuri Denizcan Vanli and
Suleyman Serdar Kozat},
title = {A Unified Approach to Universal Prediction: Generalized Upper and
Lower Bounds},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {3},
pages = {646--651},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2317552},
doi = {10.1109/TNNLS.2014.2317552},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/VanliK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/OzkanDTK15,
author = {Huseyin Ozkan and
Mehmet A. Donmez and
Sait Tun{\c{c}} and
Suleyman Serdar Kozat},
title = {A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {7},
pages = {1575--1580},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2346832},
doi = {10.1109/TNNLS.2014.2346832},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/OzkanDTK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/OzkanPK15,
author = {Huseyin Ozkan and
Ozgun Soner Pelvan and
Suleyman Serdar Kozat},
title = {Data Imputation Through the Identification of Local Anomalies},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {10},
pages = {2381--2395},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2382606},
doi = {10.1109/TNNLS.2014.2382606},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/OzkanPK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/VanliSDK15,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
editor = {Barbara Carminati and
Latifur Khan},
title = {A Scalable Approach for Online Hierarchical Big Data Mining},
booktitle = {2015 {IEEE} International Congress on Big Data, New York City, NY,
USA, June 27 - July 2, 2015},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigDataCongress.2015.11},
doi = {10.1109/BIGDATACONGRESS.2015.11},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdata/VanliSDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/SayinVDK15,
author = {Muhammed O. Sayin and
N. Denizcan Vanli and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
editor = {Barbara Carminati and
Latifur Khan},
title = {Optimal and Efficient Distributed Online Learning for Big Data},
booktitle = {2015 {IEEE} International Congress on Big Data, New York City, NY,
USA, June 27 - July 2, 2015},
pages = {126--133},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigDataCongress.2015.27},
doi = {10.1109/BIGDATACONGRESS.2015.27},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdata/SayinVDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/VanliODK15,
author = {N. Denizcan Vanli and
Huseyin Ozkan and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
editor = {Barbara Carminati and
Latifur Khan},
title = {Online Nonlinear Classification for High-Dimensional Data},
booktitle = {2015 {IEEE} International Congress on Big Data, New York City, NY,
USA, June 27 - July 2, 2015},
pages = {685--688},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigDataCongress.2015.109},
doi = {10.1109/BIGDATACONGRESS.2015.109},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/VanliODK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/VanliSGK15,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Tolga Goze and
Suleyman Serdar Kozat},
title = {Twice-universal piecewise linear regression via infinite depth context
trees},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {2051--2055},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178331},
doi = {10.1109/ICASSP.2015.7178331},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/VanliSGK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KhanDK15,
author = {Farhan Khan and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {High dimensional sequential regression on manifolds using adaptive
hierarchical trees},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324378},
doi = {10.1109/MLSP.2015.7324378},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/KhanDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/OzkanODK15,
author = {Huseyin Ozkan and
Fatih Ozkan and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Online anomaly detection with constant false alarm rate},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324320},
doi = {10.1109/MLSP.2015.7324320},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/OzkanODK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SayinVDK15,
author = {Muhammed O. Sayin and
N. Denizcan Vanli and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Efficient and distributed tracking of evolving state},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324383},
doi = {10.1109/MLSP.2015.7324383},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/SayinVDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/VanliSDK15,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Ibrahim Delibalta and
Suleyman Serdar Kozat},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Universal online prediction via order preserving patterns},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324373},
doi = {10.1109/MLSP.2015.7324373},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/VanliSDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlsp/2015,
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7311793/proceeding},
isbn = {978-1-4673-7454-5},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KariSK15,
author = {Dariush Kari and
Muhammed Omer Sayin and
Suleyman Serdar Kozat},
title = {A new robust adaptive algorithm for underwater acoustic channel equalization},
journal = {CoRR},
volume = {abs/1512.06222},
year = {2015},
url = {http://arxiv.org/abs/1512.06222},
eprinttype = {arXiv},
eprint = {1512.06222},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KariSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/KimCKS14,
author = {Kyeongyeon Kim and
Jun Won Choi and
Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Low Complexity Turbo-Equalization: {A} Clustering Approach},
journal = {{IEEE} Commun. Lett.},
volume = {18},
number = {6},
pages = {1063--1066},
year = {2014},
url = {https://doi.org/10.1109/LCOMM.2014.2316172},
doi = {10.1109/LCOMM.2014.2316172},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icl/KimCKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/OzkanAK14,
author = {Huseyin Ozkan and
Arda Akman and
Suleyman Serdar Kozat},
title = {A novel and robust parameter training approach for HMMs under noisy
and partial access to states},
journal = {Signal Process.},
volume = {94},
pages = {490--497},
year = {2014},
url = {https://doi.org/10.1016/j.sigpro.2013.07.015},
doi = {10.1016/J.SIGPRO.2013.07.015},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/OzkanAK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SayinVK14,
author = {Muhammed O. Sayin and
N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {A Novel Family of Adaptive Filtering Algorithms Based on the Logarithmic
Cost},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {17},
pages = {4411--4424},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2333559},
doi = {10.1109/TSP.2014.2333559},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SayinVK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SayinK14,
author = {Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Compressive Diffusion Strategies Over Distributed Networks for Reduced
Communication Load},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {20},
pages = {5308--5323},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2347917},
doi = {10.1109/TSP.2014.2347917},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SayinK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/VanliK14,
author = {N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {A Comprehensive Approach to Universal Piecewise Nonlinear Regression
Based on Trees},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {20},
pages = {5471--5486},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2349882},
doi = {10.1109/TSP.2014.2349882},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/VanliK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/VanliSEK14,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Salih Erg{\"{u}}t and
Suleyman Serdar Kozat},
title = {Piecewise nonlinear regression via decision adaptive trees},
booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon,
Portugal, September 1-5, 2014},
pages = {1188--1192},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6952417/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/VanliSEK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/VanliSEK14a,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Salih Erg{\"{u}}t and
Suleyman Serdar Kozat},
title = {Comprehensive lower bounds on sequential prediction},
booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon,
Portugal, September 1-5, 2014},
pages = {1193--1196},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6952418/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/VanliSEK14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/SayinVGK14,
author = {Muhammed O. Sayin and
N. Denizcan Vanli and
Tolga Goze and
Suleyman Serdar Kozat},
title = {Communication efficient channel estimation over distributed networks},
booktitle = {2014 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2014, Atlanta, GA, USA, December 3-5, 2014},
pages = {138--142},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GlobalSIP.2014.7032094},
doi = {10.1109/GLOBALSIP.2014.7032094},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/SayinVGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/VanliSYGK14,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Hikmet Yildiz and
Tolga Goze and
Suleyman Serdar Kozat},
title = {Energy consumption forecasting via order preserving pattern matching},
booktitle = {2014 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2014, Atlanta, GA, USA, December 3-5, 2014},
pages = {238--242},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GlobalSIP.2014.7032114},
doi = {10.1109/GLOBALSIP.2014.7032114},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/VanliSYGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SayinVK14,
author = {Muhammed O. Sayin and
Nuri Denizcan Vanli and
Suleyman Serdar Kozat},
title = {Improved convergence performance of adaptive algorithms through logarithmic
cost},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {4513--4517},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854456},
doi = {10.1109/ICASSP.2014.6854456},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SayinVK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/VanliKD14,
author = {Nuri Denizcan Vanli and
Suleyman Serdar Kozat and
Mehmet A. Donmez},
title = {Robust regularized least squares estimation in the presence of bounded
data uncertainties},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {5637--5640},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854682},
doi = {10.1109/ICASSP.2014.6854682},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/VanliKD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SayinVK14a,
author = {Muhammed O. Sayin and
N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {Logarithmic regret bound over diffusion based distributed estimation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {8287--8291},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6855217},
doi = {10.1109/ICASSP.2014.6855217},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SayinVK14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SayinVK14,
author = {Muhammed O. Sayin and
N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {Robust set-membership filtering algorithms against impulsive noise},
booktitle = {2014 22nd Signal Processing and Communications Applications Conference
(SIU), Trabzon, Turkey, April 23-25, 2014},
pages = {1551--1554},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SIU.2014.6830538},
doi = {10.1109/SIU.2014.6830538},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/siu/SayinVK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SayinK14,
author = {Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Performance analysis of scalar diffusion strategy over distributed
network},
booktitle = {2014 22nd Signal Processing and Communications Applications Conference
(SIU), Trabzon, Turkey, April 23-25, 2014},
pages = {1567--1570},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SIU.2014.6830542},
doi = {10.1109/SIU.2014.6830542},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SayinK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/VanliSK14,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Competitive linear {MMSE} estimation under structured data uncertainties},
booktitle = {2014 22nd Signal Processing and Communications Applications Conference
(SIU), Trabzon, Turkey, April 23-25, 2014},
pages = {1861--1864},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SIU.2014.6830616},
doi = {10.1109/SIU.2014.6830616},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/VanliSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/VanliK14,
author = {N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {Sequential nonlinear regression via context trees},
booktitle = {2014 22nd Signal Processing and Communications Applications Conference
(SIU), Trabzon, Turkey, April 23-25, 2014},
pages = {1865--1868},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SIU.2014.6830617},
doi = {10.1109/SIU.2014.6830617},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/VanliK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VanliSK14,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Online Piecewise Linear Regression via Infinite Depth Context Trees},
journal = {CoRR},
volume = {abs/1401.6413},
year = {2014},
url = {http://arxiv.org/abs/1401.6413},
eprinttype = {arXiv},
eprint = {1401.6413},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VanliSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SayinK14,
author = {Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Compressive Diffusion Strategies Over Distributed Networks for Reduced
Communication Load},
journal = {CoRR},
volume = {abs/1402.1072},
year = {2014},
url = {http://arxiv.org/abs/1402.1072},
eprinttype = {arXiv},
eprint = {1402.1072},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SayinK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VanliSK14a,
author = {N. Denizcan Vanli and
Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Stochastic Subgradient Algorithms for Strongly Convex Optimization
over Distributed Networks},
journal = {CoRR},
volume = {abs/1409.8277},
year = {2014},
url = {http://arxiv.org/abs/1409.8277},
eprinttype = {arXiv},
eprint = {1409.8277},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VanliSK14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OzkanPK14,
author = {Huseyin Ozkan and
Ozgun S. Pelvan and
Suleyman Serdar Kozat},
title = {Data Imputation through the Identification of Local Anomalies},
journal = {CoRR},
volume = {abs/1409.8576},
year = {2014},
url = {http://arxiv.org/abs/1409.8576},
eprinttype = {arXiv},
eprint = {1409.8576},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OzkanPK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/DonmezIK13,
author = {Mehmet A. Donmez and
Huseyin A. Inan and
Suleyman Serdar Kozat},
title = {Adaptive mixture methods based on Bregman divergences},
journal = {Digit. Signal Process.},
volume = {23},
number = {1},
pages = {86--97},
year = {2013},
url = {https://doi.org/10.1016/j.dsp.2012.09.006},
doi = {10.1016/J.DSP.2012.09.006},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/DonmezIK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/KozatGS13,
author = {Suleyman Serdar Kozat and
Karen M. Guan and
Andrew C. Singer},
title = {Tracking the best level set in a level-crossing analog-to-digital
converter},
journal = {Digit. Signal Process.},
volume = {23},
number = {1},
pages = {478--487},
year = {2013},
url = {https://doi.org/10.1016/j.dsp.2012.07.018},
doi = {10.1016/J.DSP.2012.07.018},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/KozatGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/DonmezIK13a,
author = {Mehmet A. Donmez and
Huseyin A. Inan and
Suleyman Serdar Kozat},
title = {Robust estimation in flat fading channels under bounded channel uncertainties},
journal = {Digit. Signal Process.},
volume = {23},
number = {5},
pages = {1592--1601},
year = {2013},
url = {https://doi.org/10.1016/j.dsp.2013.05.012},
doi = {10.1016/J.DSP.2013.05.012},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/DonmezIK13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/SayinK13,
author = {Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Single Bit and Reduced Dimension Diffusion Strategies Over Distributed
Networks},
journal = {{IEEE} Signal Process. Lett.},
volume = {20},
number = {10},
pages = {976--979},
year = {2013},
url = {https://doi.org/10.1109/LSP.2013.2273304},
doi = {10.1109/LSP.2013.2273304},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/SayinK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KimKKS13,
author = {Kyeongyeon Kim and
Nargiz Kalantarova and
Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Linear MMSE-Optimal Turbo Equalization Using Context Trees},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {12},
pages = {3041--3055},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2256899},
doi = {10.1109/TSP.2013.2256899},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KimKKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TuncDK13,
author = {Sait Tun{\c{c}} and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Optimal Investment Under Transaction Costs: {A} Threshold Rebalanced
Portfolio Approach},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {12},
pages = {3129--3142},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2258339},
doi = {10.1109/TSP.2013.2258339},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/TuncDK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OzkanDPAK13,
author = {Huseyin Ozkan and
Mehmet A. Donmez and
Ozgun S. Pelvan and
Arda Akman and
Suleyman Serdar Kozat},
title = {Competitive and online piecewise linear classification},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {3452--3456},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638299},
doi = {10.1109/ICASSP.2013.6638299},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/OzkanDPAK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TuncDK13,
author = {Sait Tun{\c{c}} and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Growth optimal investment with threshold rebalancing portfolios under
transaction costs},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {8717--8721},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6639368},
doi = {10.1109/ICASSP.2013.6639368},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TuncDK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SayinK13,
author = {Muhammed O. Sayin and
Suleyman Serdar Kozat},
title = {Single Bit and Reduced Dimension Diffusion Strategies Over Distributed
Networks},
journal = {CoRR},
volume = {abs/1306.1665},
year = {2013},
url = {http://arxiv.org/abs/1306.1665},
eprinttype = {arXiv},
eprint = {1306.1665},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SayinK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VanliK13,
author = {N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {A Comprehensive Approach to Universal Nonlinear Regression Based on
Trees},
journal = {CoRR},
volume = {abs/1311.6392},
year = {2013},
url = {http://arxiv.org/abs/1311.6392},
eprinttype = {arXiv},
eprint = {1311.6392},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VanliK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VanliK13a,
author = {N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {A Unified Approach to Universal Prediction: Generalized Upper and
Lower Bounds},
journal = {CoRR},
volume = {abs/1311.6396},
year = {2013},
url = {http://arxiv.org/abs/1311.6396},
eprinttype = {arXiv},
eprint = {1311.6396},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VanliK13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VanliDK13,
author = {N. Denizcan Vanli and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Robust {LS} Equalization Methods for {MIMO} Systems Under Bounded
Model Uncertainties},
journal = {CoRR},
volume = {abs/1311.6402},
year = {2013},
url = {http://arxiv.org/abs/1311.6402},
eprinttype = {arXiv},
eprint = {1311.6402},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VanliDK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SayinVK13,
author = {Muhammed O. Sayin and
N. Denizcan Vanli and
Suleyman Serdar Kozat},
title = {A Novel Family of Adaptive Filtering Algorithms Based on The Logarithmic
Cost},
journal = {CoRR},
volume = {abs/1311.6809},
year = {2013},
url = {http://arxiv.org/abs/1311.6809},
eprinttype = {arXiv},
eprint = {1311.6809},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SayinVK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KalantarovaKE12,
author = {Nargiz Kalantarova and
Suleyman Serdar Kozat and
Alper T. Erdogan},
title = {Robust Turbo Equalization Under Channel Uncertainties},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {1},
pages = {261--273},
year = {2012},
url = {https://doi.org/10.1109/TSP.2011.2162505},
doi = {10.1109/TSP.2011.2162505},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KalantarovaKE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DonmezK12,
author = {Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Steady State and Transient {MSE} Analysis of Convexly Constrained
Mixture Methods},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {6},
pages = {3314--3321},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2189110},
doi = {10.1109/TSP.2012.2189110},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/DonmezK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/DonmezK12,
author = {Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Steady state {MSE} analysis of convexly constrained mixture methods},
booktitle = {3rd International Workshop on Cognitive Information Processing, {CIP}
2012, Baiona, Spain, May 28-30, 2012},
pages = {1--4},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIP.2012.6232896},
doi = {10.1109/CIP.2012.6232896},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cogip/DonmezK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/OzkanAEK12,
author = {Huseyin Ozkan and
Arda Akman and
Salih Erg{\"{u}}t and
Suleyman Serdar Kozat},
title = {A novel training method for PHMMs},
booktitle = {3rd International Workshop on Cognitive Information Processing, {CIP}
2012, Baiona, Spain, May 28-30, 2012},
pages = {1--5},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIP.2012.6232925},
doi = {10.1109/CIP.2012.6232925},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogip/OzkanAEK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/InanDK12,
author = {Huseyin A. Inan and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Adaptive mixture methods using Bregman divergences},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3781--3784},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288740},
doi = {10.1109/ICASSP.2012.6288740},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/InanDK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KalantarovaDK12,
author = {Nargiz Kalantarova and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Competitive least squares problem with bounded data uncertainties},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3841--3844},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288755},
doi = {10.1109/ICASSP.2012.6288755},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KalantarovaDK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DonmezOK12,
author = {Mehmet A. Donmez and
Huseyin Ozkan and
Suleyman Serdar Kozat},
title = {Transient analysis of convexly constrained mixture methods},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--5},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349801},
doi = {10.1109/MLSP.2012.6349801},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/DonmezOK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DonmezTK12,
author = {Mehmet A. Donmez and
Sait Tun{\c{c}} and
Suleyman Serdar Kozat},
title = {Optimal portfolios under transaction costs in discrete time markets},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349773},
doi = {10.1109/MLSP.2012.6349773},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/DonmezTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FrerisVK12,
author = {Nikolaos M. Freris and
Michail Vlachos and
Suleyman Serdar Kozat},
title = {Optimal Distance Estimation Between Compressed Data Series},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {343--354},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.30},
doi = {10.1137/1.9781611972825.30},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FrerisVK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/OzkanAK12,
author = {Huseyin Ozkan and
Arda Akman and
Suleyman Serdar Kozat},
title = {Hidden Markov Model training with side information},
booktitle = {20th Signal Processing and Communications Applications Conference,
{SIU} 2012, Mugla, Turkey, April 18-20, 2012},
pages = {1--4},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SIU.2012.6204441},
doi = {10.1109/SIU.2012.6204441},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/OzkanAK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/OzkanPAK12,
author = {Huseyin Ozkan and
Ozgun S. Pelvan and
Arda Akman and
Suleyman Serdar Kozat},
title = {A novel and incremental classification algorithm},
booktitle = {20th Signal Processing and Communications Applications Conference,
{SIU} 2012, Mugla, Turkey, April 18-20, 2012},
pages = {1--4},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SIU.2012.6204520},
doi = {10.1109/SIU.2012.6204520},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/OzkanPAK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spawc/DonmezTK12,
author = {Mehmet A. Donmez and
Sait Tun{\c{c}} and
Suleyman Serdar Kozat},
title = {Growth optimal portfolios in discrete-time markets under transaction
costs},
booktitle = {13th {IEEE} International Workshop on Signal Processing Advances in
Wireless Communications, {SPAWC} 2012, Cesme, Turkey, June 17-20,
2012},
pages = {500--504},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SPAWC.2012.6292958},
doi = {10.1109/SPAWC.2012.6292958},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spawc/DonmezTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4153,
author = {Sait Tun{\c{c}} and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {Growth Optimal Portfolios in Discrete-time Markets Under Transaction
Costs},
journal = {CoRR},
volume = {abs/1203.4153},
year = {2012},
url = {http://arxiv.org/abs/1203.4153},
eprinttype = {arXiv},
eprint = {1203.4153},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4156,
author = {Sait Tun{\c{c}} and
Suleyman Serdar Kozat},
title = {Optimal Investment Under Transaction Costs: {A} Threshold Rebalanced
Portfolio Approach},
journal = {CoRR},
volume = {abs/1203.4156},
year = {2012},
url = {http://arxiv.org/abs/1203.4156},
eprinttype = {arXiv},
eprint = {1203.4156},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4160,
author = {Nargiz Kalantarova and
Mehmet A. Donmez and
Suleyman Serdar Kozat},
title = {A Novel Robust Approach to Least Squares Problems with Bounded Data
Uncertainties},
journal = {CoRR},
volume = {abs/1203.4160},
year = {2012},
url = {http://arxiv.org/abs/1203.4160},
eprinttype = {arXiv},
eprint = {1203.4160},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4168,
author = {Nargiz Kalantarova and
Kyeongyeon Kim and
Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Linear MMSE-Optimal Turbo Equalization Using Context Trees},
journal = {CoRR},
volume = {abs/1203.4168},
year = {2012},
url = {http://arxiv.org/abs/1203.4168},
eprinttype = {arXiv},
eprint = {1203.4168},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4206,
author = {Kyeongyeon Kim and
Jun Won Choi and
Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Low Complexity Turbo-Equalization: {A} Clustering Approach},
journal = {CoRR},
volume = {abs/1203.4206},
year = {2012},
url = {http://arxiv.org/abs/1203.4206},
eprinttype = {arXiv},
eprint = {1203.4206},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4209,
author = {Mehmet A. Donmez and
Sait Tun{\c{c}} and
Suleyman Serdar Kozat},
title = {A New Analysis of an Adaptive Convex Mixture: {A} Deterministic Approach},
journal = {CoRR},
volume = {abs/1203.4209},
year = {2012},
url = {http://arxiv.org/abs/1203.4209},
eprinttype = {arXiv},
eprint = {1203.4209},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4597,
author = {Huseyin Ozkan and
Arda Akman and
Suleyman Serdar Kozat},
title = {A Novel Training Algorithm for HMMs with Partial and Noisy Access
to the States},
journal = {CoRR},
volume = {abs/1203.4597},
year = {2012},
url = {http://arxiv.org/abs/1203.4597},
eprinttype = {arXiv},
eprint = {1203.4597},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4598,
author = {Mehmet A. Donmez and
Huseyin A. Inan and
Suleyman Serdar Kozat},
title = {Adaptive Mixture Methods Based on Bregman Divergences},
journal = {CoRR},
volume = {abs/1203.4598},
year = {2012},
url = {http://arxiv.org/abs/1203.4598},
eprinttype = {arXiv},
eprint = {1203.4598},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-6405,
author = {Mehmet A. Donmez and
Huseyin A. Inan and
Suleyman Serdar Kozat},
title = {Robust Estimation in Rayleigh Fading Channels Under Bounded Channel
Uncertainties},
journal = {CoRR},
volume = {abs/1209.6405},
year = {2012},
url = {http://arxiv.org/abs/1209.6405},
eprinttype = {arXiv},
eprint = {1209.6405},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-6405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-6409,
author = {Mehmet A. Donmez and
Sait Tun{\c{c}} and
Suleyman Serdar Kozat},
title = {A Deterministic Analysis of an Online Convex Mixture of Expert Algorithms},
journal = {CoRR},
volume = {abs/1209.6409},
year = {2012},
url = {http://arxiv.org/abs/1209.6409},
eprinttype = {arXiv},
eprint = {1209.6409},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-6409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/KozatSB11,
author = {Suleyman Serdar Kozat and
Andrew C. Singer and
Andrew J. Bean},
title = {A tree-weighting approach to sequential decision problems with multiplicative
loss},
journal = {Signal Process.},
volume = {91},
number = {4},
pages = {890--905},
year = {2011},
url = {https://doi.org/10.1016/j.sigpro.2010.09.007},
doi = {10.1016/J.SIGPRO.2010.09.007},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/KozatSB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatESS11,
author = {Suleyman Serdar Kozat and
Alper T. Erdogan and
Andrew C. Singer and
Ali H. Sayed},
title = {Transient Analysis of Adaptive Affine Combinations},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {12},
pages = {6227--6232},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2162325},
doi = {10.1109/TSP.2011.2162325},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatESS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/KalantarovaKKS11,
author = {Nargiz Kalantarova and
Kyeongyeon Kim and
Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Nonlinear turbo equalization using context trees},
booktitle = {Information Theory and Applications Workshop, {ITA} 2011, San Diego,
California, USA, February 6-11, 2011},
pages = {378--382},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ITA.2011.5743608},
doi = {10.1109/ITA.2011.5743608},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ita/KalantarovaKKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/YilmazK10,
author = {Yasin Yilmaz and
Suleyman Serdar Kozat},
title = {Competitive Randomized Nonlinear Prediction Under Additive Noise},
journal = {{IEEE} Signal Process. Lett.},
volume = {17},
number = {4},
pages = {335--339},
year = {2010},
url = {https://doi.org/10.1109/LSP.2009.2039950},
doi = {10.1109/LSP.2009.2039950},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/YilmazK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatS10,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Universal randomized switching},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {3},
pages = {1922--1927},
year = {2010},
url = {https://doi.org/10.1109/TSP.2009.2037062},
doi = {10.1109/TSP.2009.2037062},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatE10,
author = {Suleyman Serdar Kozat and
Alper T. Erdogan},
title = {Competitive linear estimation under model uncertainties},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {4},
pages = {2388--2393},
year = {2010},
url = {https://doi.org/10.1109/TSP.2009.2037066},
doi = {10.1109/TSP.2009.2037066},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatESS10,
author = {Suleyman Serdar Kozat and
Alper T. Erdogan and
Andrew C. Singer and
Ali H. Sayed},
title = {Steady-state {MSE} performance analysis of mixture approaches to adaptive
filtering},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {8},
pages = {4050--4063},
year = {2010},
url = {https://doi.org/10.1109/TSP.2010.2049650},
doi = {10.1109/TSP.2010.2049650},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatESS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatSES10,
author = {Suleyman Serdar Kozat and
Andrew C. Singer and
Alper T. Erdogan and
Ali H. Sayed},
title = {Unbiased model combinations for adaptive filtering},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {8},
pages = {4421--4427},
year = {2010},
url = {https://doi.org/10.1109/TSP.2010.2047639},
doi = {10.1109/TSP.2010.2047639},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatSES10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tweb/VlachosKY10,
author = {Michail Vlachos and
Suleyman Serdar Kozat and
Philip S. Yu},
title = {Optimal distance bounds for fast search on compressed time-series
query logs},
journal = {{ACM} Trans. Web},
volume = {4},
number = {2},
pages = {6:1--6:28},
year = {2010},
url = {https://doi.org/10.1145/1734200.1734203},
doi = {10.1145/1734200.1734203},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tweb/VlachosKY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iswcs/SingerK10,
author = {Andrew C. Singer and
Suleyman Serdar Kozat},
editor = {Rodrigo C. de Lamare and
Paul D. Mitchell and
Martin Haardt and
Yuriy V. Zakharov and
Alister G. Burr},
title = {A competitive algorithm approach to adaptive filtering},
booktitle = {Proceedings of the 2010 7th International Symposium on Wireless Communication
Systems, {ISWCS} 2010, 19-22 September 2010, University of York, York,
{UK}},
pages = {350--354},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISWCS.2010.5624274},
doi = {10.1109/ISWCS.2010.5624274},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iswcs/SingerK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/BiciciK10,
author = {Ergun Bi{\c{c}}ici and
Suleyman Serdar Kozat},
editor = {Chris Callison{-}Burch and
Philipp Koehn and
Christof Monz and
Kay Peterson and
Omar Zaidan},
title = {Adaptive Model Weighting and Transductive Regression for Predicting
Best System Combinations},
booktitle = {Proceedings of the Joint Fifth Workshop on Statistical Machine Translation
and MetricsMATR, WMT@ACL 2010, Uppsala, Sweden, July 15-16, 2010},
pages = {276--281},
publisher = {Association for Computational Linguistics},
year = {2010},
url = {https://aclanthology.org/W10-1740/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wmt/BiciciK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/SingerNK09,
author = {Andrew C. Singer and
Jill K. Nelson and
Suleyman Serdar Kozat},
title = {Signal processing for underwater acoustic communications},
journal = {{IEEE} Commun. Mag.},
volume = {47},
number = {1},
pages = {90--96},
year = {2009},
url = {https://doi.org/10.1109/MCOM.2009.4752683},
doi = {10.1109/MCOM.2009.4752683},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cm/SingerNK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jms/KozatVLHY09,
author = {Suleyman Serdar Kozat and
Michail Vlachos and
Claudio Lucchese and
Helga Van Herle and
Philip S. Yu},
title = {Embedding and Retrieving Private Metadata in Electrocardiograms},
journal = {J. Medical Syst.},
volume = {33},
number = {4},
pages = {241--259},
year = {2009},
url = {https://doi.org/10.1007/s10916-008-9185-1},
doi = {10.1007/S10916-008-9185-1},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jms/KozatVLHY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatS09,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Switching strategies for sequential decision problems with multiplicative
loss with application to portfolios},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {6},
pages = {2192--2208},
year = {2009},
url = {https://doi.org/10.1109/TSP.2009.2013906},
doi = {10.1109/TSP.2009.2013906},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatS09a,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Competitive prediction under additive noise},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {9},
pages = {3698--3703},
year = {2009},
url = {https://doi.org/10.1109/TSP.2009.2022357},
doi = {10.1109/TSP.2009.2022357},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatS09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ErdoganKS09,
author = {Alper T. Erdogan and
Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Comparison of convex combination and affine combination of adaptive
filters},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {3089--3092},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960277},
doi = {10.1109/ICASSP.2009.4960277},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ErdoganKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatS09,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {A performance-weighted mixture of {LMS} filters},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {3101--3104},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960280},
doi = {10.1109/ICASSP.2009.4960280},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KozatS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YilmazK09,
author = {Yasin Yilmaz and
Suleyman Serdar Kozat},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {An Extended Version of the {NLMF} Algorithm Based on Proportionate
Krylov Subspace Projections},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {404--408},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.47},
doi = {10.1109/ICMLA.2009.47},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/YilmazK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VlachosKY09,
author = {Michail Vlachos and
Suleyman Serdar Kozat and
Philip S. Yu},
title = {Optimal Distance Bounds on Time-Series Data},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {109--120},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.10},
doi = {10.1137/1.9781611972795.10},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VlachosKY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0901-0643,
author = {Yucel Altug and
Suleyman Serdar Kozat and
Mehmet Kivan{\c{c}} Mih{\c{c}}ak},
title = {An Information Theoretic Analysis of Single Transceiver Passive {RFID}
Networks},
journal = {CoRR},
volume = {abs/0901.0643},
year = {2009},
url = {http://arxiv.org/abs/0901.0643},
eprinttype = {arXiv},
eprint = {0901.0643},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0901-0643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/GuanKS08,
author = {Karen M. Guan and
Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Adaptive Reference Levels in a Level-Crossing Analog-to-Digital Converter},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2008},
year = {2008},
url = {https://doi.org/10.1155/2008/513706},
doi = {10.1155/2008/513706},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/GuanKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatS08,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Universal Switching Linear Least Squares Prediction},
journal = {{IEEE} Trans. Signal Process.},
volume = {56},
number = {1},
pages = {189--204},
year = {2008},
url = {https://doi.org/10.1109/TSP.2007.901161},
doi = {10.1109/TSP.2007.901161},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatSB08,
author = {Suleyman Serdar Kozat and
Andrew C. Singer and
Andrew J. Bean},
title = {Universal portfolios via context trees},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {2093--2096},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518054},
doi = {10.1109/ICASSP.2008.4518054},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KozatSB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MohantyHOKG08,
author = {Binit Mohanty and
John R. Hershey and
Peder A. Olsen and
Suleyman Serdar Kozat and
Vaibhava Goel},
title = {Optimizing speech recognition grammars using a measure of similarity
between hidden Markov models},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {4953--4956},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518769},
doi = {10.1109/ICASSP.2008.4518769},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MohantyHOKG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatS08,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Universal switching portfolios under transaction costs},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {5404--5407},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518882},
doi = {10.1109/ICASSP.2008.4518882},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KozatS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KozatSZ07,
author = {Suleyman Serdar Kozat and
Andrew C. Singer and
Georg Zeitler},
title = {Universal Piecewise Linear Prediction Via Context Trees},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {7-2},
pages = {3730--3745},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.894235},
doi = {10.1109/TSP.2007.894235},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KozatSZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatVG07,
author = {Suleyman Serdar Kozat and
Karthik Visweswariah and
Ramesh Gopinath},
title = {Efficient, Low Latency Adaptation for Speech Recognition},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {777--780},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.367028},
doi = {10.1109/ICASSP.2007.367028},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KozatVG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZeitlerSK07,
author = {Georg Zeitler and
Andrew C. Singer and
Suleyman Serdar Kozat},
title = {Universal Piecewise Linear Regression of Individual Sequences: Lower
Bound},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {841--844},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366811},
doi = {10.1109/ICASSP.2007.366811},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZeitlerSK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatS07,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Universal Constant Rebalanced Portfolios with Switching},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {1129--1132},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366883},
doi = {10.1109/ICASSP.2007.366883},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KozatS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatVG06,
author = {Suleyman Serdar Kozat and
Karthik Visweswariah and
Ramesh Gopinath},
title = {Feature Adaptation Based on Gaussian Posteriors},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {221--224},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1659997},
doi = {10.1109/ICASSP.2006.1659997},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KozatVG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/SingerK06,
author = {Andrew C. Singer and
Suleyman Serdar Kozat},
title = {Universal Context Tree Least Squares Prediction},
booktitle = {Proceedings 2006 {IEEE} International Symposium on Information Theory,
{ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14,
2006},
pages = {426--430},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISIT.2006.261704},
doi = {10.1109/ISIT.2006.261704},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/SingerK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Kozat04,
author = {Suleyman Serdar Kozat},
title = {Competitive Signal Processing},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2004},
url = {https://hdl.handle.net/2142/80892},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Kozat04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatS04,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Min-max optimal universal prediction with side information},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {469--472},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1327149},
doi = {10.1109/ICASSP.2004.1327149},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KozatS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/KozatVM04,
author = {Suleyman Serdar Kozat and
Ramarathnam Venkatesan and
Mehmet Kivan{\c{c}} Mih{\c{c}}ak},
title = {Robust perceptual image hashing via matrix invariants},
booktitle = {Proceedings of the 2004 International Conference on Image Processing,
{ICIP} 2004, Singapore, October 24-27, 2004},
pages = {3443--3446},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICIP.2004.1421855},
doi = {10.1109/ICIP.2004.1421855},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/KozatVM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LuengoKS04,
author = {David Luengo and
Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Universal piecewise linear least squares prediction},
booktitle = {Proceedings of the 2004 {IEEE} International Symposium on Information
Theory, {ISIT} 2004, Chicago Downtown Marriott, Chicago, Illinois,
USA, June 27 - July 2, 2004},
pages = {198},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISIT.2004.1365238},
doi = {10.1109/ISIT.2004.1365238},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/LuengoKS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SingerKF02,
author = {Andrew C. Singer and
Suleyman Serdar Kozat and
Meir Feder},
title = {Universal linear least squares prediction: Upper and lower bounds},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
number = {8},
pages = {2354--2362},
year = {2002},
url = {https://doi.org/10.1109/TIT.2002.800489},
doi = {10.1109/TIT.2002.800489},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/SingerKF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatS02,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {Further results in multistage adaptive filtering},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {1329--1332},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5744048},
doi = {10.1109/ICASSP.2002.5744048},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KozatS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozatS00,
author = {Suleyman Serdar Kozat and
Andrew C. Singer},
title = {On universal linear prediction of Gaussian data},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing.
{ICASSP} 2000, 5-9 June, 2000, Hilton Hotel and Convention Center,
Istanbul, Turkey},
pages = {13--16},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICASSP.2000.861846},
doi = {10.1109/ICASSP.2000.861846},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KozatS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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