Search Results - "Mohaghegh, Mohammadreza"

ToMExO: A probabilistic tree-structured model for cancer progression by Mohaghegh Neyshabouri, Mohammadreza, Lagergren, Jens

“…Identifying the interrelations among cancer driver genes and the patterns in which the driver genes get mutated is critical for understanding cancer. In this…”
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Sequential Outlier Detection Based on Incremental Decision Trees by Gokcesu, Kaan, Neyshabouri, Mohammadreza Mohaghegh, Gokcesu, Hakan, Kozat, Suleyman Serdar

“…We introduce an online outlier detection algorithm to detect outliers in a sequentially observed data stream. For this purpose, we use a two-stage filtering…”
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Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures by Mohaghegh Neyshabouri, Mohammadreza, Gokcesu, Kaan, Gokcesu, Hakan, Ozkan, Huseyin, Kozat, Suleyman Serdar

“…We propose an online algorithm for sequential learning in the contextual multiarmed bandit setting. Our approach is to partition the context space and, then,…”
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Inferring tumor progression in large datasets by Mohaghegh Neyshabouri, Mohammadreza, Jun, Seong-Hwan, Lagergren, Jens

“…Identification of mutations of the genes that give cancer a selective advantage is an important step towards research and clinical objectives. As such, there…”
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Nonlinear regression via incremental decision trees by Vanli, N. Denizcan, Sayin, Muhammed O., Mohaghegh N., Mohammadreza, Ozkan, Huseyin, Kozat, Suleyman S.

“…•An online nonlinear regression algorithm is proposed.•Optimal regressor space partition is inferred to manage convergence and undertraining.•Performance of…”
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Highly efficient nonlinear regression for big data with lexicographical splitting by Mohaghegh Neyshabouri, Mohammadreza, Demir, Oguzhan, Delibalta, Ibrahim, Kozat, Suleyman Serdar

“…This paper considers the problem of online piecewise linear regression for big data applications. We introduce an algorithm, which sequentially achieves the…”
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A comparison of the ultrasonographic median nerve cross-sectional area at the wrist and the wrist-to-forearm ratio in carpal tunnel syndrome by Abrishamchi, Fatemeh, Zaki, Bagher, Basiri, Keyvan, Ghasemi, Majid, Mohaghegh, Mohammadreza

“…Electrophysiologic (EDX) study is the most valuable method in grading the severity of carpal tunnel syndrome (CTS), but it is invasive and painful. We…”
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An Asymptotically Optimal Solution for Contextual Bandit Problem in Adversarial Setting by Neyhabouri, Mohammadreza Mohaghegh

“…We propose online algorithms for sequential learning in the contextual multiarmed bandit setting. Our approach is to partition the context space and then…”
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A comparison of the ultrasonographic median nerve cross-sectional area at the wrist and the wrist-to-forearm ratio in carpal tunnel syndrome by Abrishamchi, Fatemeh, Zaki, Bagher, Basiri, Keyvan, Ghasemi, Majid, Mohaghegh, Mohammadreza

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A tree-based solution to nonlinear regression problem by Demir, Oguzhan, Mohaghegh N., Mohammadreza, Delibalta, Ibrahim, Kozat, Suleyman S.

“…In this paper, we offer and examine a new algorithm for sequential nonlinear regression problem. In this architecture, we use piecewise adaptive linear…”
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Clinical and electrodiagnostic findings in cyhalothrine poisoning by Basiri, Keivan, Mohaghegh, Mohammad, Teimouri, Somayyeh, Okhovat, Ali

“…Acute onset bulbar symptoms with respiratory failure and descending paralysis may occur in several neuromuscular disorders including variants of Guillain-Barre…”
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Supratentorial cortical ependymoma: An unusual presentation of a rare tumor by Mohaghegh, Mohammad Reza, Chitsaz, Ahmad, Okhovat, Ali Asghar, Pour, Elnaz Babaei

“…Ependymomas are glial tumors derived from ependymal cells lining the ventricles and the central canal of the spinal cord. Two thirds of ependymomas arise in…”
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Sequential Outlier Detection based on Incremental Decision Trees by Neyshabouri, Mohammadreza Mohaghegh, Kozat, Suleyman Serdar

“…We introduce an online outlier detection algorithm to detect outliers in a sequentially observed data stream. For this purpose, we use a two-stage filtering…”
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An Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures by Neyshabouri, Mohammadreza Mohaghegh, Gokcesu, Kaan, Ozkan, Huseyin, Kozat, Suleyman S

“…We propose online algorithms for sequential learning in the contextual multi-armed bandit setting. Our approach is to partition the context space and then…”
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