Optimal and Efficient Distributed Online Learning for Big Data. - Muhammed O. Sayin; N. Denizcan Vanli; Ibrahim Delibalta; Suleyman Serdar Kozat (BigData Congress, 2015)

Online Nonlinear Classification for High-Dimensional Data. - N. Denizcan Vanli; Huseyin Ozkan; Ibrahim Delibalta; Suleyman Serdar Kozat (BigData Congress, 2015)

A Scalable Approach for Online Hierarchical Big Data Mining. - N. Denizcan Vanli; Muhammed O. Sayin; Ibrahim Delibalta; Suleyman Serdar Kozat (BigData Congress, 2015)

High dimensional sequential regression on manifolds using adaptive hierarchical trees. - Farhan Khan; Ibrahim Delibalta; Suleyman Serdar Kozat (MLSP, 2015)

Online anomaly detection with constant false alarm rate. - Huseyin Ozkan; Fatih Ozkan; Ibrahim Delibalta; Suleyman Serdar Kozat (MLSP, 2015)

Efficient and distributed tracking of evolving state. - Muhammed O. Sayin; N. Denizcan Vanli; Ibrahim Delibalta; Suleyman Serdar Kozat (MLSP, 2015)

Universal online prediction via order preserving patterns. - N. Denizcan Vanli; Muhammed O. Sayin; Ibrahim Delibalta; Suleyman Serdar Kozat (MLSP, 2015)

Piecewise linear regression based on adaptive tree structure using second order methods. - Burak C. Civek; Ibrahim Delibalta; Suleyman Serdar Kozat (EUSIPCO, 2016)

Boosted LMS-based piecewise linear adaptive filters. - Dariush Kari; Iman Marivani; Ibrahim Delibalta; Suleyman Serdar Kozat (EUSIPCO, 2016)

Online churn detection on high dimensional cellular data using adaptive hierarchical trees. - Farhan Khan; Ibrahim Delibalta; Suleyman Serdar Kozat (EUSIPCO, 2016)

Adaptive hierarchical space partitioning for online classification. - Osman Fatih Kiliç; N. Denizcan Vanli; Huseyin Ozkan; Ibrahim Delibalta; Suleyman Serdar Kozat (EUSIPCO, 2016)

Crowdsourcing-based mobile network tomography for xG wireless systems. - Ergin Dinc; Mustafa Özger; Ahmet Feyzi Ates; Ibrahim Delibalta; Özgür B. Akan (ISCC, 2016)

Nonlinear regression using second order methods. - Burak C. Civek; Ibrahim Delibalta; Suleyman Serdar Kozat (SIU, 2016)

Big data signal processing using boosted RLS algorithm. - Burak C. Civek; Dariush Kari; Ibrahim Delibalta; Suleyman Serdar Kozat (SIU, 2016)

A tree-based solution to nonlinear regression problem. - Oguzhan Demir; Mohammadreza Mohaghegh Neyshabouri; Ibrahim Delibalta; Suleyman Serdar Kozat (SIU, 2016)

Mixture of set membership filters approach for big data signal processing. - Osman Fatih Kiliç; Muhammed Omer Sayin; Ibrahim Delibalta; Suleyman Serdar Kozat (SIU, 2016)

Online adaptive hierarchical space partitioning classifier. - Osman Fatih Kiliç; N. Denizcan Vanli; Huseyin Ozkan; Ibrahim Delibalta; Suleyman Serdar Kozat (SIU, 2016)

Mathematical model of causal inference in Social Networks. - Mustafa Simsek; Ibrahim Delibalta; Lemi Baruh; Suleyman Serdar Kozat (SIU, 2016)

Online text classification for real life tweet analysis. - Ersin Yar; Ibrahim Delibalta; Lemi Baruh; Suleyman Serdar Kozat (SIU, 2016)

Boosted Adaptive Filters. - Dariush Kari; Ibrahim Delibalta; Suleyman Serdar Kozat (CoRR, 2016)

Online Anomaly Detection With Nested Trees. - Ibrahim Delibalta; Kaan Gökcesu; Mustafa Simsek; Lemi Baruh; Suleyman Serdar Kozat (IEEE Signal Process. Lett., 2016)

An Online Causal Inference Framework for Modeling and Designing Systems Involving User Preferences: A State-Space Approach. - Ibrahim Delibalta; Lemi Baruh; Suleyman Serdar Kozat (J. Electr. Comput. Eng., 2017)

Highly efficient hierarchical online nonlinear regression using second order methods. - Burak C. Civek; Ibrahim Delibalta; Suleyman Serdar Kozat (Signal Process., 2017)

Computationally highly efficient mixture of adaptive filters. - Osman Fatih Kiliç; Muhammed O. Sayin; Ibrahim Delibalta; Suleyman Serdar Kozat (Signal Image Video Process., 2017)

Highly efficient nonlinear regression for big data with lexicographical splitting. - Mohammadreza Mohaghegh Neyshabouri; Oguzhan Demir; Ibrahim Delibalta; Suleyman Serdar Kozat (Signal Image Video Process., 2017)

Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines. - Nuri Denizcan Vanli; Muhammed O. Sayin; Ibrahim Delibalta; Suleyman Serdar Kozat (IEEE Trans. Neural Networks Learn. Syst., 2017)

Efficient NP Tests for Anomaly Detection Over Birth-Death Type DTMCs. - Huseyin Ozkan; Fatih Ozkan; Ibrahim Delibalta; Suleyman Serdar Kozat (J. Signal Process. Syst., 2018)