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1

Unsupervised Anomaly Detection With LSTM Neural Networks

Ergen, Tolga, Kozat, Suleyman Serdar

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2019

Language:

english

File:

PDF, 1.20 MB

english, 2019

2

Optimal Investment Under Transaction Costs: A Threshold Rebalanced Portfolio Approach

Tunc, Sait, Donmez, Mehmet Ali, Kozat, Suleyman Serdar

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 3.71 MB

english, 2013

3

Efficient online learning with improved LSTM neural networks

Mirza, Ali H., Kerpicci, Mine, Kozat, Suleyman S.

Journal:

Digital Signal Processing

Year:

2020

File:

PDF, 1.27 MB

2020

4

A tree-weighting approach to sequential decision problems with multiplicative loss

Suleyman S. Kozat, Andrew C. Singer, Andrew J. Bean

Journal:

Signal Processing

Year:

2011

Language:

english

File:

PDF, 753 KB

english, 2011

5

UNIVERSAL SEMICONSTANT REBALANCED PORTFOLIOS

Suleyman S. Kozat, Andrew C. Singer

Journal:

Mathematical Finance

Year:

2011

Language:

english

File:

PDF, 291 KB

english, 2011

6

Optimal distance bounds for fast search on compressed time-series query logs

Vlachos, Michail, Kozat, Suleyman S., Yu, Philip S.

Journal:

ACM Transactions on the Web

Year:

2010

Language:

english

File:

PDF, 2.21 MB

english, 2010

7

Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines

Vanli, Nuri Denizcan, Sayin, Muhammed O., Delibalta, Ibrahim, Kozat, Suleyman Serdar

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 3.74 MB

english, 2016

8

Adaptive and efficient nonlinear channel equalization for underwater acoustic communication

Kari, Dariush, Vanli, Nuri Denizcan, Kozat, Suleyman S.

Journal:

Physical Communication

Year:

2017

Language:

english

File:

PDF, 1.50 MB

english, 2017

9

Efficient Online Learning Algorithms Based on LSTM Neural Networks

Ergen, Tolga, Kozat, Suleyman Serdar

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2017

Language:

english

File:

PDF, 1.37 MB

english, 2017

10

[IEEE 2019 27th Signal Processing and Communications Applications Conference (SIU) - Sivas, Turkey (2019.4.24-2019.4.26)] 2019 27th Signal Processing and Communications Applications Conference (SIU) - Sequential Anomaly Detection Using Nonparametric Density Estimators

Kerpicci, Mine, Kozat, Suleyman S., Ozkan, Huseyin

Year:

2019

Language:

turkish

File:

PDF, 732 KB

turkish, 2019

11

A novel distributed anomaly detection algorithm based on support vector machines

Ergen, Tolga, Kozat, Suleyman S.

Journal:

Digital Signal Processing

Year:

2020

File:

PDF, 766 KB

2020

12

Embedding and Retrieving Private Metadata in Electrocardiograms

Suleyman S. Kozat, Michail Vlachos, Claudio Lucchese, Helga Van Herle, Philip S. Yu

Journal:

Journal of Medical Systems

Year:

2009

Language:

english

File:

PDF, 836 KB

english, 2009

13

Serum Selenium, Vitamin E, and Sialic Acids Concentrations in Lambs with White Muscle Disease

Yeter Değer, Handan Mert, Nihat Mert, Fatmagül Yur, Süleyman Kozat, İbrahim H. Yörük, Tevhide Sel

Journal:

Biological Trace Element Research

Year:

2008

Language:

english

File:

PDF, 79 KB

english, 2008

14

Selected trace elements and esterase activity of carbonic anhydrase levels in lambs with pneumonia

Suat Ekin, Ismet Berber, Suleyman Kozat, Handan Gunduz

Journal:

Biological Trace Element Research

Year:

2006

Language:

english

File:

PDF, 71 KB

english, 2006

15

Levels of some trace elements and rheumatoid factor in sheep with brucellosis

Suat Ekin, Suleyman Kozat, Handan Gunduz, Nihat Mert, Cengiz Karakaya

Journal:

Biological Trace Element Research

Year:

2004

Language:

english

File:

PDF, 97 KB

english, 2004

16

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Universal switching portfolios under transaction costs

Kozat, Suleyman S., Singer, Andrew C.

Year:

2008

Language:

english

File:

PDF, 205 KB

english, 2008

17

[IEEE 2010 7th International Symposium on Wireless Communication Systems (ISWCS 2010) - York, United Kingdom (2010.09.19-2010.09.22)] 2010 7th International Symposium on Wireless Communication Systems - A competitive algorithm approach to adaptive filtering

Singer, Andrew C., Kozat, Suleyman S.

Year:

2010

Language:

english

File:

PDF, 291 KB

english, 2010

18

Serum T3 and T4 Concentrations in Lambs with Nutritional Myodegeneration

Süleyman Kozat

Journal:

Journal of Veterinary Internal Medicine

Year:

2007

Language:

english

File:

PDF, 110 KB

english, 2007

19

Adaptive mixture methods based on Bregman divergences

Donmez, Mehmet A., Inan, Huseyin A., Kozat, Suleyman S.

Journal:

Digital Signal Processing

Year:

2013

Language:

english

File:

PDF, 1.61 MB

english, 2013

20

Tracking the best level set in a level-crossing analog-to-digital converter

Kozat, Suleyman S., Guan, Karen M., Singer, Andrew C.

Journal:

Digital Signal Processing

Year:

2013

Language:

english

File:

PDF, 483 KB

english, 2013

21

Linear MMSE-Optimal Turbo Equalization Using Context Trees

Kim, Kyeongyeon, Kalantarova, Nargiz, Kozat, Suleyman Serdar, Singer, Andrew C.

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 916 KB

english, 2013

22

[Academic Press Library in Signal Processing] Academic Press Library in Signal Processing: Volume 1 - Signal Processing Theory and Machine Learning Volume 1 || Parametric Estimation

Kozat, Suleyman Serdar

Year:

2014

Language:

english

File:

PDF, 1.35 MB

english, 2014

23

A novel and robust parameter training approach for HMMs under noisy and partial access to states

Ozkan, Huseyin, Akman, Arda, Kozat, Suleyman S.

Journal:

Signal Processing

Year:

2014

Language:

english

File:

PDF, 370 KB

english, 2014

24

Robust estimation in flat fading channels under bounded channel uncertainties

Donmez, Mehmet A., Inan, Huseyin A., Kozat, Suleyman S.

Journal:

Digital Signal Processing

Year:

2013

Language:

english

File:

PDF, 368 KB

english, 2013

25

Low Complexity Turbo-Equalization: A Clustering Approach

Kim, Kyeongyeon, Choi, Jun Won, Kozat, Suleyman S., Singer, Andrew C.

Journal:

IEEE Communications Letters

Year:

2014

Language:

english

File:

PDF, 401 KB

english, 2014

26

A Novel Family of Adaptive Filtering Algorithms Based on the Logarithmic Cost

Sayin, Muhammed O., Vanli, N. Denizcan, Kozat, Suleyman Serdar

Journal:

IEEE Transactions on Signal Processing

Year:

2014

Language:

english

File:

PDF, 957 KB

english, 2014

27

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - A novel and incremental classification algorithm

Ozkan, Huseyin, Pelvan, Ozgun S., Akman, Arda, Kozat, Suleyman S.

Year:

2012

Language:

turkish

File:

PDF, 152 KB

turkish, 2012

28

Glucose, Lipid, and Lipoprotein Levels in Sheep Naturally Infected with Fasciola hepatica

Kozat, Süleyman, Denizhan, Vural

Journal:

Journal of Parasitology

Year:

2010

Language:

english

File:

PDF, 148 KB

english, 2010

29

[IEEE 2006 16th IEEE Signal Processing Society Workshop on Machine Learning for Signal Processing - Maynooth, Ireland (2006.09.6-2006.09.8)] 2006 16th IEEE Signal Processing Society Workshop on Machine Learning for Signal Processing - Universal Context Tree PTH-Order Least Squares Prediction

Singer, Andrew, Kozat, Suleyman, Zeitler, Georg

Year:

2006

Language:

english

File:

PDF, 5.19 MB

english, 2006

30

[IEEE 2006 IEEE International Symposium on Information Theory - Seattle, WA (2006.7.9-2006.7.9)] 2006 IEEE International Symposium on Information Theory - Universal Context Tree Least Squares Prediction

Singer, Andrew, Kozat, Suleyman

Year:

2006

Language:

english

File:

PDF, 240 KB

english, 2006

31

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - Hidden Markov Model training with side information

Ozkan, Huseyin, Akman, Arda, Kozat, Suleyman S.

Year:

2012

Language:

turkish

File:

PDF, 159 KB

turkish, 2012

32

[IEEE 2012 IEEE 13th Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2012) - Cesme, Turkey (2012.06.17-2012.06.20)] 2012 IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Growth optimal portfolios in discrete-time markets under transaction costs

Donmez, Mehmet A., Tunc, Sait, Kozat, Suleyman S.

Year:

2012

Language:

english

File:

PDF, 159 KB

english, 2012

33

[IEEE 2010 IEEE 18th Signal Processing and Communications Applications Conference (SIU) - Diyarbakir, Turkey (2010.04.22-2010.04.24)] 2010 IEEE 18th Signal Processing and Communications Applications Conference - Competitive nonlinear prediction under additive noise

Yilmaz, Yasin, Kozat, Suleyman S.

Year:

2010

Language:

turkish

File:

PDF, 149 KB

turkish, 2010

34

Universal Piecewise Linear Prediction Via Context Trees

Kozat, Suleyman S., Singer, Andrew C., Zeitler, Georg Christoph

Journal:

IEEE Transactions on Signal Processing

Year:

2007

Language:

english

File:

PDF, 1.25 MB

english, 2007

35

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Transient analysis of convexly constrained mixture methods

Donmez, Mehmet A., Ozkan, Huseyin, Kozat, Suleyman S.

Year:

2012

Language:

english

File:

PDF, 577 KB

english, 2012

36

[IEEE 2012 3rd International Workshop on Cognitive Information Processing (CIP) - Baiona, Spain (2012.05.28-2012.05.30)] 2012 3rd International Workshop on Cognitive Information Processing (CIP) - Steady state MSE analysis of convexly constrained mixture methods

Donmez, Mehmet A., Kozat, Suleyman S.

Year:

2012

Language:

english

File:

PDF, 978 KB

english, 2012

37

[IEEE 2011 Information Theory and Applications Workshop (ITA) - La Jolla, CA, USA (2011.02.6-2011.02.11)] 2011 Information Theory and Applications Workshop - Nonlinear turbo equalization using context trees

Kalantarova, Nargiz, Kim, Kyeongyeon, Kozat, Suleyman S., Singer, Andrew C.

Year:

2011

Language:

english

File:

PDF, 124 KB

english, 2011

38

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Optimal portfolios under transaction costs in discrete time markets

Donmez, Mehmet A., Tunc, Sait, Kozat, Suleyman S.

Year:

2012

Language:

english

File:

PDF, 310 KB

english, 2012

39

[IEEE 2011 IEEE Radio and Wireless Symposium (RWS) - Phoenix, AZ, USA (2011.01.16-2011.01.19)] 2011 IEEE Radio and Wireless Symposium - Robust turbo equalization under channel uncertainties

Kalantarova, Nargiz, Kozat, Suleyman S., Erdogan, Alper T.

Year:

2011

Language:

english

File:

PDF, 997 KB

english, 2011

40

Steady State and Transient MSE Analysis of Convexly Constrained Mixture Methods

Donmez, Mehmet A., Kozat, Suleyman S.

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 537 KB

english, 2012

41

Transient Analysis of Adaptive Affine Combinations

Kozat, Suleyman S., Erdogan, Alper T., Singer, Andrew C., Sayed, Ali H.

Journal:

IEEE Transactions on Signal Processing

Year:

2011

Language:

english

File:

PDF, 494 KB

english, 2011

42

The Krylov-proportionate normalized least mean fourth approach: Formulation and performance analysis

Sayin, Muhammed O., Yilmaz, Yasin, Demir, Alper, Kozat, Suleyman S.

Journal:

Signal Processing

Year:

2015

Language:

english

File:

PDF, 1.07 MB

english, 2015

43

Robust least squares methods under bounded data uncertainties

Vanli, N. Denizcan, Donmez, Mehmet A., Kozat, Suleyman S.

Journal:

Digital Signal Processing

Year:

2015

Language:

english

File:

PDF, 626 KB

english, 2015

44

[IEEE 2012 3rd International Workshop on Cognitive Information Processing (CIP) - Baiona, Spain (2012.05.28-2012.05.30)] 2012 3rd International Workshop on Cognitive Information Processing (CIP) - A novel training method for PHMMs

Ozkan, Huseyin, Akman, Arda, Ergut, Salih, Kozat, Suleyman S.

Year:

2012

Language:

english

File:

PDF, 991 KB

english, 2012

45

A Comprehensive Approach to Universal Piecewise Nonlinear Regression Based on Trees

Vanli, N. Denizcan, Kozat, Suleyman Serdar

Journal:

IEEE Transactions on Signal Processing

Year:

2014

Language:

english

File:

PDF, 4.54 MB

english, 2014

46

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Optimizing speech recognition grammars using a measure of similarity between hidden Markov models

Mohanty, Binit, Hershey, John, Olsen, Peder, Kozat, Suleyman, Goel, Vaibhava

Year:

2008

Language:

english

File:

PDF, 188 KB

english, 2008

47

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Competitive and online piecewise linear classification

Ozkan, Huseyin, Donmez, Mehmet A., Pelvan, Ozgun S., Akman, Arda, Kozat, Suleyman S.

Year:

2013

Language:

english

File:

PDF, 424 KB

english, 2013

48

[IEEE 2014 22nd Signal Processing and Communications Applications Conference (SIU) - Trabzon, Turkey (2014.4.23-2014.4.25)] 2014 22nd Signal Processing and Communications Applications Conference (SIU) - Performance analysis of scalar diffusion strategy over distributed network

Sayin, Muhammed O., Kozat, Suleyman S.

Year:

2014

Language:

turkish

File:

PDF, 395 KB

turkish, 2014

49

[IEEE 2014 22nd Signal Processing and Communications Applications Conference (SIU) - Trabzon, Turkey (2014.4.23-2014.4.25)] 2014 22nd Signal Processing and Communications Applications Conference (SIU) - Sequential nonlinear regression via context trees

Denizcan Vanli, N., Kozat, Suleyman S.

Year:

2014

Language:

turkish

File:

PDF, 354 KB

turkish, 2014

50

[IEEE ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing - Taipei, Taiwan (2009.04.19-2009.04.24)] 2009 IEEE International Conference on Acoustics, Speech and Signal Processing - A performance-weighted mixture of LMS filters

Kozat, Suleyman S., Singer, Andrew C.

Year:

2009

Language:

english

File:

PDF, 128 KB

english, 2009

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