Lior Rokach - Concepedia

Author

Lior Rokach

Ben-Gurion University of the Negev ORCID

Also Known As

Birk, Ohad, Guy Shtar, L ROKACH, L Rokach, L. Rokach, LIOR ROKACH, Lior Rokach, Lior S. Rokach, Rokach Lior, Rokach, L.

501

Publications

31.4K

Citations

H-Index

276

Concepts

All Affiliations

Ben-Gurion University of the Negev Tel Aviv University

About

Lior Rokach is an author at Ben-Gurion University of the Negev specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	44	138	11.1K
2	Business	15	20	897
3	Language Studies	6	6	171
4	Arts	3	3	142
5	Health Sciences	1	1	26

Lior Rokach

183

Publications

15.4K

Citations

H-Index

Page 1

	Year	Citations
Ensemble learning: A survey Omer Sagi, Lior Rokach Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery EngineeringMachine LearningMining MethodsEnsemble MethodsClassification Method	2018	2.9K
Ensemble-based classifiers Lior Rokach Artificial Intelligence Review	2009	2.6K
Top-Down Induction of Decision Trees Classifiers—A Survey Lior Rokach, Oded Maimon IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) EngineeringMachine LearningText MiningKnowledge Discovery In DatabasesData Science	2005	775
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities Sergio González, Salvador García, Javier Del Ser, Information Fusion Data ClassificationClassification MethodPractical TutorialEngineeringMachine Learning	2020	544
Approximating XGBoost with an interpretable decision tree Omer Sagi, Lior Rokach Information Sciences EngineeringMachine LearningData ScienceData MiningUncertainty Quantification	2021	476
Decision forest: Twenty years of research Lior Rokach Information Fusion EngineeringData ScienceData MiningDecision TreePredictive Analytics	2015	461
Explaining anomalies detected by autoencoders using Shapley Additive Explanations Liat Antwarg, Ronnie Mindlin Miller, Bracha Shapira, Expert Systems with Applications Artificial IntelligenceEngineeringMachine LearningData ScienceAutomated Reasoning	2021	387
Link Prediction in Social Networks Using Computationally Efficient Topological Features Michael Fire, Lena Tenenboim, Ofrit Lesser, EngineeringCommunity MiningNetwork AnalysisSocial NetworkLink Prediction	2011	184
Explainable decision forest: Transforming a decision forest into an interpretable tree Omer Sagi, Lior Rokach Information Fusion Artificial IntelligenceExplainable Decision ForestInterpretable TreeEngineeringData Science	2020	182
Mobile malware detection through analysis of deviations in application network behavior Asaf Shabtai, Lena Tenenboim-Chekina, Dudu Mimran, Computers & Security Mobile SecurityAnti-virus TechniqueMobile Malware DetectionMobile MalwareApplication Analysis	2014	174

Page 1