Concepedia

Lior Rokach

LR

Statistics

Publications

185

Citations

16K

H-Index

51

Active since

2002

Affiliations

Ben-Gurion University of the Negev(Current)

Tel Aviv University

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

Publications per year

2002–2024

185

Publications

185

Ensemble learning: A survey

Omer Sagi, Lior Rokach · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2018 · 3K citations

Computing, Computer Science, Data Science +16

Ensemble-based classifiers

Lior Rokach · Artificial Intelligence Review · 2009 · 2.6K citations · Full text

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) · 2005 · 785 citations

Computing, Computer Science, Data Science +15

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 et al. · Information Fusion · 2020 · 578 citations

Computing, Computer Science, Data Science +17

Approximating XGBoost with an interpretable decision tree

Omer Sagi, Lior Rokach · Information Sciences · 2021 · 523 citations

Computing, Computer Science, Data Science +12

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