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

A Nearly Optimal Contextual Bandit Algorithm. - Mohammadreza Mohaghegh Neyshabouri; Kaan Gökcesu; Selami Ciftci; Suleyman Serdar Kozat (CoRR, 2016)

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 Outlier Detection based on Incremental Decision Trees. - Mohammadreza Mohaghegh Neyshabouri; Suleyman Serdar Kozat (CoRR, 2018)

Nonlinear regression via incremental decision trees. - N. Denizcan Vanli; Muhammed O. Sayin; Mohammadreza Mohaghegh Neyshabouri; Huseyin Ozkan; Suleyman Serdar Kozat (Pattern Recognit., 2019)

Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures. - Mohammadreza Mohaghegh Neyshabouri; Kaan Gökcesu; Hakan Gökcesu; Huseyin Ozkan; Suleyman Serdar Kozat (IEEE Trans. Neural Networks Learn. Syst., 2019)

Sequential Outlier Detection Based on Incremental Decision Trees. - Kaan Gökcesu; Mohammadreza Mohaghegh Neyshabouri; Hakan Gökcesu; Suleyman Serdar Kozat (IEEE Trans. Signal Process., 2019)

Inferring tumor progression in large datasets. - Mohammadreza Mohaghegh Neyshabouri; Seong-Hwan Jun; Jens Lagergren (PLoS Comput. Biol., 2020)

ToMExO: A probabilistic tree-structured model for cancer progression. - Mohammadreza Mohaghegh Neyshabouri; Jens Lagergren (PLoS Comput. Biol., 2022)