Lior Rokach

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18 articles

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Coautors

Bracha ShapiraBen-Gurion University of the NegevCorreu electrònic verificat a bgu.ac.il
Oded MaimonProf. of Engineering, Tel-Aviv UniversityCorreu electrònic verificat a tau.ac.il
Yuval EloviciHead of Cyber@BGU, Director of Telekom Innovation Laboratories at BGU, Ben Gurion UniversityCorreu electrònic verificat a bgu.ac.il
Asaf ShabtaiSoftware and Information Systems Engineering, Telekom Innovation Labs, Ben Gurion UniversityCorreu electrònic verificat a bgu.ac.il
Francesco RicciProfessor of Computer Science, Free University of Bozen-BolzanoCorreu electrònic verificat a unibz.it
Gilad KatzBen-Gurion University, IsraelCorreu electrònic verificat a bgu.ac.il
Rami PuzisSoftware and Information Systems Engineering Department, Ben-Gurion University of the NegevCorreu electrònic verificat a bgu.ac.il
Alon SchclarSenior Lecturer, Academic College of Tel Aviv YaffoCorreu electrònic verificat a mta.ac.il
Meir KalechBen-Gurion UniversityCorreu electrònic verificat a bgu.ac.il
Guy ShaniBen Gurion UniversityCorreu electrònic verificat a bgu.ac.il
Michael FireSoftware and Information Systems Engineering, BGUCorreu electrònic verificat a bgu.ac.il
Robert MoskovitchSoftware and Information Systems Engineering, Ben Gurion University of the NegevCorreu electrònic verificat a columbia.edu
Tamar TadmorHead of Haematology Unit in Bnai Zion Medical CenterCorreu electrònic verificat a b-zion.org.il
Moshe UngerAssistant Professor at Tel Aviv University - Coller School of ManagementCorreu electrònic verificat a stern.nyu.edu
Prasenjit MitraGuest Professor, Leibniz University Hannover & Research Consultant (external) QCRICorreu electrònic verificat a psu.edu
Asnat Greenstein-MessicaBen Gurion University of the NegevCorreu electrònic verificat a post.bgu.ac.il
Adir SolomonUniversity of HaifaCorreu electrònic verificat a is.haifa.ac.il
Amnon MeiselsProfessor of Computer Science, Ben-Gurion UniversityCorreu electrònic verificat a cs.bgu.ac.il
Lihi DerySenior Lecturer, Industrial Engineering and Management, Ariel UniversityCorreu electrònic verificat a ariel.ac.il
Cornelia CarageaUniversity of Illinois at ChicagoCorreu electrònic verificat a uic.edu

Segueix

Lior Rokach

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

Correu electrònic verificat a bgu.ac.il - Pàgina d'inici

Big Data Analytics Machine Learning Recommender Systems Cyber Security Biomedical Data Science


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Introduction to recommender systems handbook F Ricci, L Rokach, B Shapira Recommender systems handbook, 1-35, 2010	8482	2010
Data mining and knowledge discovery handbook O Maimon, L Rokach Springer, 2005	5442*	2005
Data mining with decision trees: theory and applications, 2nd Edition OZ Maimon, L Rokach World scientific, 2014	3856	2014
Ensemble-based classifiers L Rokach Artificial intelligence 33 (1), 1-39, 2010	3445	2010
Ensemble learning O Sagi, L Rokach Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2018	3354*	2018
Clustering methods L Rokach, O Maimon Data mining and knowledge discovery handbook, 321-352, 2005	2217	2005
Recommender Systems: Techniques, Applications, and Challenges F Ricci, L Rokach, B Shapira Recommender Systems Handbook, 3rd Edition, 1, 2022	1567	2022
Top-down induction of decision trees classifiers L Rokach, O Maimon IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005	1202	2005
Decision trees L Rokach, O Maimon Data Mining and Knowledge Discovery Handbook, 165-192, 2005	1190	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	527	2010
Decision forest L Rokach Information Fusion 27, 111-125, 2016	479	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	453	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	389	2019
Approximating XGBoost with an interpretable decision tree O Sagi, L Rokach Information sciences 572, 522-542, 2021	355	2021
Taxonomy for characterizing ensemble methods in classification tasks L Rokach Computational statistics & data analysis 53 (12), 4046-4072, 2009	346	2009
A survey of clustering algorithms L Rokach Data mining and knowledge discovery handbook, 269-298, 2010	343	2010
Data Leakage Detection/Prevention Solutions A Shabtai, Y Elovici, L Rokach A Survey of Data Leakage Detection and Prevention Solutions, 17-37, 2012	317	2012
Explaining anomalies detected by autoencoders using Shapley Additive Explanations L Antwarg, RM Miller, B Shapira, L Rokach Expert Systems with Applications 186, 115736, 2021	307	2021

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