Lior Rokach

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Bracha ShapiraBen-Gurion University of the NegevVerified email at bgu.ac.il
Oded MaimonProf. of Engineering, Tel-Aviv UniversityVerified email at tau.ac.il
Yuval EloviciHead of Cyber@BGU, Director of Telekom Innovation Laboratories at BGU, Ben Gurion UniversityVerified email at bgu.ac.il
Asaf ShabtaiSoftware and Information Systems Engineering, Telekom Innovation Labs, Ben Gurion UniversityVerified email at bgu.ac.il
Francesco RicciProfessor of Computer Science, Free University of Bozen-BolzanoVerified email at unibz.it
Gilad KatzBen-Gurion University, IsraelVerified email at bgu.ac.il
Rami PuzisSoftware and Information Systems Engineering Department, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Alon SchclarSenior Lecturer, Academic College of Tel Aviv YaffoVerified email at mta.ac.il
Meir KalechBen-Gurion UniversityVerified email at bgu.ac.il
Guy ShaniBen Gurion UniversityVerified email at bgu.ac.il
Robert MoskovitchSoftware and Information Systems Engineering, Ben Gurion University of the NegevVerified email at columbia.edu
Lihi (Naamani) DerySenior Lecturer, Industrial Engineering and Management, Ariel UniversityVerified email at ariel.ac.il
Michael FireSoftware and Information Systems Engineering, BGUVerified email at bgu.ac.il
Ishai RosenbergPhD Candidate, Ben-Gurion University of the NegevVerified email at post.bgu.ac.il
Moshe UngerAssistant Professor at Tel Aviv University - Coller School of ManagementVerified email at stern.nyu.edu
Prasenjit MitraVisiting Professor, L3S Research Center, Leibniz Universitat Hannover, Germany & Professor of ISTVerified email at psu.edu
Asnat Greenstein-MessicaBen Gurion University of the NegevVerified email at post.bgu.ac.il
Amnon MeiselsProfessor of Computer Science, Ben-Gurion UniversityVerified email at cs.bgu.ac.il
Guy ShtarPh.D. StudentVerified email at post.bgu.ac.il
Cornelia CarageaUniversity of Illinois at ChicagoVerified email at uic.edu

Lior Rokach

Software and Information Systems Engineering, Ben-Gurion University of the Negev

Verified email at bgu.ac.il - Homepage

Big Data Analytics Machine Learning Recommender Systems Biomedical Informatics Cyber Security


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Introduction to recommender systems handbook F Ricci, L Rokach, B Shapira Recommender systems handbook, 1-35, 2010	7329	2010
Data mining and knowledge discovery handbook O Maimon, L Rokach Springer, 2005	4811*	2005
Data mining with decision trees: theory and applications, 2nd Edition OZ Maimon, L Rokach World scientific, 2014	3233	2014
Ensemble-based classifiers L Rokach Artificial intelligence 33 (1), 1-39, 2010	2881	2010
Clustering methods L Rokach, O Maimon Data mining and knowledge discovery handbook, 321-352, 2005	1870	2005
Ensemble learning: A survey O Sagi, L Rokach Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2018	1648	2018
Top-down induction of decision trees classifiers L Rokach, O Maimon IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005	1048	2005
Recommender systems: introduction and challenges F Ricci, L Rokach, B Shapira Recommender systems handbook, 1-34, 2015	1028	2015
Biomarkers of oxidative stress study II: are oxidation products of lipids, proteins, and DNA markers of CCl4 poisoning? MB Kadiiska, BC Gladen, DD Baird, D Germolec, LB Graham, CE Parker, ... Free Radical Biology and Medicine 38 (6), 698-710, 2005	828	2005
Decision trees L Rokach, O Maimon Data Mining and Knowledge Discovery Handbook, 165-192, 2005	685	2005
Pattern classification using ensemble methods L Rokach World Scientific, 2010	455	2010
Data mining and knowledge discovery handbook L Rokach Springer Science+ Business Media, Incorporated, 2005	445	2005
Decision forest L Rokach Information Fusion 27, 111-125, 2016	317	2016
Taxonomy for characterizing ensemble methods in classification tasks L Rokach Computational statistics & data analysis 53 (12), 4046-4072, 2009	313	2009
A survey of clustering algorithms L Rokach Data mining and knowledge discovery handbook, 269-298, 2010	288	2010
A survey of data leakage detection and prevention solutions A Shabtai, Y Elovici, L Rokach Springer, 2012	252	2012
Recommender systems handbook B Shapira, L Rokach, F Ricci Springert, 2022	248	2022
Link prediction in social networks using computationally efficient topological features M Fire, L Tenenboim, O Lesser, R Puzis, L Rokach, Y Elovici Privacy, security, risk and trust (passat), 2011 IEEE Third international …, 2011	242	2011
Mobile malware detection through analysis of deviations in application network behavior A Shabtai, L Tenenboim-Chekina, D Mimran, L Rokach, B Shapira, ... Computers & Security 43, 1-18, 2014	216	2014
Decomposition methodology for knowledge discovery and data mining O Maimon, L Rokach World Scientific Publishing Company Incorporated, 2005	203	2005

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