Rokach, Lior

Ensemble learning: A survey

Sagi, O., & Rokach, L. (2018) · WIREs Data Mining and Knowledge Discovery

Machine Learning and Data ClassificationImbalanced Data Classification Techniques

Cited by 3,103

Ensemble-based classifiers

Rokach, L. (2010) · Artificial Intelligence Review

Machine Learning and Data ClassificationImbalanced Data Classification Techniques

Cited by 2,657

Introduction to Recommender Systems Handbook

Ricci, F., Rokach, L., & Shapira, B. (2011) · Recommender Systems Handbook

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 2,378

Data Mining and Knowledge Discovery Handbook

Maimon, O., & Rokach, L. (2010) · Springer eBooks

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 2,190

Explaining anomalies detected by autoencoders using Shapley Additive Explanations

Antwarg, L., Miller, R. M., Shapira, B., & Rokach, L. (2021) · Expert Systems with Applications

Explainable Artificial Intelligence (XAI)Anomaly Detection Techniques and Applications

Cited by 496

Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

Rosenberg, I., Shabtai, A., Elovici, Y., & Rokach, L. (2022) · ACM Computing Surveys

Adversarial Robustness in Machine LearningAdvanced Malware Detection Techniques

Cited by 295

A survey of Clustering Algorithms

Rokach, L. (2009) · Data Mining and Knowledge Discovery Handbook

Advanced Clustering Algorithms ResearchData Mining and Machine Learning Applications

Cited by 245

Recommender Systems: Techniques, Applications, and Challenges

Ricci, F., Rokach, L., & Shapira, B. (2022) · Recommender Systems Handbook

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 214

Explainable decision forest: Transforming a decision forest into an interpretable tree

Sagi, O., & Rokach, L. (2020) · Information Fusion

Explainable Artificial Intelligence (XAI)Data Mining Algorithms and Applications

Cited by 189

Detecting unknown computer worm activity via support vector machines and active learning

Nissim, N., Moskovitch, R., Rokach, L., & Elovici, Y. (2012) · Pattern Analysis and Applications

Network Security and Intrusion DetectionAdvanced Malware Detection Techniques

Cited by 61