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
Moshe UngerAssistant Professor at Tel Aviv University - Coller School of ManagementVerified email at stern.nyu.edu
Prasenjit MitraVisiting Professor, L3S Research Ctr., Leibniz Universitat Hannover & Prof. of IST, Penn State Univ.Verified email at psu.edu
Tamar TadmorHead of Haematology Unit and Blood Bank in Bnai Zion Medical CenterVerified email at b-zion.org.il
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
Adir SolomonUniversity of HaifaVerified email at is.haifa.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


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Introduction to recommender systems handbook F Ricci, L Rokach, B Shapira Recommender systems handbook, 1-35, 2010	7886	2010
Data mining and knowledge discovery handbook O Maimon, L Rokach Springer, 2005	5158*	2005
Data mining with decision trees: theory and applications, 2nd Edition OZ Maimon, L Rokach World scientific, 2014	3523	2014
Ensemble-based classifiers L Rokach Artificial intelligence 33 (1), 1-39, 2010	3190	2010
Ensemble learning O Sagi, L Rokach Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2018	2538*	2018
Clustering methods L Rokach, O Maimon Data mining and knowledge discovery handbook, 321-352, 2005	2018	2005
Recommender Systems: Techniques, Applications, and Challenges F Ricci, L Rokach, B Shapira Recommender Systems Handbook, 3rd Edition, 1, 2022	1358	2022
Top-down induction of decision trees classifiers L Rokach, O Maimon IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005	1133	2005
Decision trees L Rokach, O Maimon Data Mining and Knowledge Discovery Handbook, 165-192, 2005	941	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	853	2005
Data mining and knowledge discovery handbook L Rokach, O Maimon Springer New York, 2010	535	2010
Pattern classification using ensemble methods L Rokach World Scientific, 2010	494	2010
Decision forest L Rokach Information Fusion 27, 111-125, 2016	402	2016
Taxonomy for characterizing ensemble methods in classification tasks L Rokach Computational statistics & data analysis 53 (12), 4046-4072, 2009	334	2009
A survey of clustering algorithms L Rokach Data mining and knowledge discovery handbook, 269-298, 2010	319	2010
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	299	2020
Dynamic malware analysis in the modern era—A state of the art survey O Or-Meir, N Nissim, Y Elovici, L Rokach ACM Computing Surveys (CSUR) 52 (5), 1-48, 2019	298	2019
Data Leakage Detection/Prevention Solutions A Shabtai, Y Elovici, L Rokach A Survey of Data Leakage Detection and Prevention Solutions, 17-37, 2012	291	2012
Recommender systems handbook B Shapira, L Rokach, F Ricci Springert, 2022	266	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	249	2011

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