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
Michael FireSoftware and Information Systems Engineering, BGUVerified email at bgu.ac.il
Robert MoskovitchSoftware and Information Systems Engineering, Ben Gurion University of the NegevVerified email at columbia.edu
Tamar TadmorHead of Haematology Unit in Bnai Zion Medical CenterVerified email at b-zion.org.il
Moshe UngerAssistant Professor at Tel Aviv University - Coller School of ManagementVerified email at stern.nyu.edu
Prasenjit MitraGuest Professor, Leibniz University Hannover & Research Consultant (external) QCRIVerified email at psu.edu
Asnat Greenstein-MessicaBen Gurion University of the NegevVerified email at post.bgu.ac.il
Adir SolomonUniversity of HaifaVerified email at is.haifa.ac.il
Amnon MeiselsProfessor of Computer Science, Ben-Gurion UniversityVerified email at cs.bgu.ac.il
Lihi DerySenior Lecturer, Industrial Engineering and Management, Ariel UniversityVerified email at ariel.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 Cyber Security Biomedical Data Science


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	8513	2010
Data mining and knowledge discovery handbook O Maimon, L Rokach Springer, 2005	5452*	2005
Data mining with decision trees: theory and applications, 2nd Edition OZ Maimon, L Rokach World scientific, 2014	3857	2014
Ensemble-based classifiers L Rokach Artificial intelligence 33 (1), 1-39, 2010	3449	2010
Ensemble learning O Sagi, L Rokach Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2018	3374*	2018
Clustering methods L Rokach, O Maimon Data mining and knowledge discovery handbook, 321-352, 2005	2224	2005
Recommender Systems: Techniques, Applications, and Challenges F Ricci, L Rokach, B Shapira Recommender Systems Handbook, 3rd Edition, 1, 2022	1571	2022
Top-down induction of decision trees classifiers L Rokach, O Maimon IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005	1208	2005
Decision trees L Rokach, O Maimon Data Mining and Knowledge Discovery Handbook, 165-192, 2005	1198	2005
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	884	2005
Data mining and knowledge discovery handbook L Rokach, O Maimon Springer New York, 2010	599	2010
Pattern classification using ensemble methods L Rokach World Scientific, 2010	528	2010
Decision forest L Rokach Information Fusion 27, 111-125, 2016	486	2016
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities S González, S García, J Del Ser, L Rokach, F Herrera Information Fusion 64, 205-237, 2020	459	2020
Dynamic malware analysis in the modern era O Or-Meir, N Nissim, Y Elovici, L Rokach ACM Computing Surveys (CSUR) 52 (5), 1-48, 2019	395	2019
Approximating XGBoost with an interpretable decision tree O Sagi, L Rokach Information sciences 572, 522-542, 2021	362	2021
Taxonomy for characterizing ensemble methods in classification tasks L Rokach Computational statistics & data analysis 53 (12), 4046-4072, 2009	350	2009
A survey of clustering algorithms L Rokach Data mining and knowledge discovery handbook, 269-298, 2010	344	2010
Explaining anomalies detected by autoencoders using Shapley Additive Explanations L Antwarg, RM Miller, B Shapira, L Rokach Expert Systems with Applications 186, 115736, 2021	317	2021
Data Leakage Detection/Prevention Solutions A Shabtai, Y Elovici, L Rokach A Survey of Data Leakage Detection and Prevention Solutions, 17-37, 2012	316	2012

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