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Lior Rokach
Lior Rokach
Software and Information Systems Engineering, Ben-Gurion University of the Negev
Verifisert e-postadresse på bgu.ac.il - Startside
Tittel
Sitert av
Sitert av
År
Introduction to recommender systems handbook
F Ricci, L Rokach, B Shapira
Recommender systems handbook, 1-35, 2010
84592010
Data mining and knowledge discovery handbook
O Maimon, L Rokach
Springer, 2005
5431*2005
Data mining with decision trees: theory and applications, 2nd Edition
OZ Maimon, L Rokach
World scientific, 2014
38392014
Ensemble-based classifiers
L Rokach
Artificial intelligence 33 (1), 1-39, 2010
34342010
Ensemble learning
O Sagi, L Rokach
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2018
3322*2018
Clustering methods
L Rokach, O Maimon
Data mining and knowledge discovery handbook, 321-352, 2005
22062005
Recommender Systems: Techniques, Applications, and Challenges
F Ricci, L Rokach, B Shapira
Recommender Systems Handbook, 3rd Edition, 1, 2022
15552022
Top-down induction of decision trees classifiers
L Rokach, O Maimon
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005
12052005
Decision trees
L Rokach, O Maimon
Data Mining and Knowledge Discovery Handbook, 165-192, 2005
11762005
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
8832005
Data mining and knowledge discovery handbook
L Rokach, O Maimon
Springer New York, 2010
5972010
Pattern classification using ensemble methods
L Rokach
World Scientific, 2010
5272010
Decision forest
L Rokach
Information Fusion 27, 111-125, 2016
4752016
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
4452020
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
3852019
Approximating XGBoost with an interpretable decision tree
O Sagi, L Rokach
Information sciences 572, 522-542, 2021
3492021
Taxonomy for characterizing ensemble methods in classification tasks
L Rokach
Computational statistics & data analysis 53 (12), 4046-4072, 2009
3462009
A survey of clustering algorithms
L Rokach
Data mining and knowledge discovery handbook, 269-298, 2010
3402010
Data Leakage Detection/Prevention Solutions
A Shabtai, Y Elovici, L Rokach
A Survey of Data Leakage Detection and Prevention Solutions, 17-37, 2012
3172012
Explaining anomalies detected by autoencoders using Shapley Additive Explanations
L Antwarg, RM Miller, B Shapira, L Rokach
Expert Systems with Applications 186, 115736, 2021
3042021
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Artikler 1–20