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Rokach, Lior

Co-Author Distance
Author ID: rokach.lior Recent zbMATH articles by "Rokach, Lior"
Published as: Rokach, Lior
Videos: carmin.tv
Documents Indexed: 18 Publications since 2002, including 4 Books
5 Contributions as Editor
Co-Authors: 20 Co-Authors with 17 Joint Publications
160 Co-Co-Authors
all top 5

Co-Authors

6 single-authored
9 Maimon, Oded Z.
4 Shapira, Bracha
2 Elovici, Yuval
2 Kalech, Meir
2 Naamani Dery, Lihi
2 Shmueli, Erez
1 Chekina, Lena
1 Golan, Inon
1 Gutfreund, Dan
1 Kantor, Paul B.
1 Kontorovich, Leonid Aryeh
1 Lavi, Inbal
1 Menahem, Eitan
1 Moskovitch, Robert
1 Ricci, Francesco
1 Shabtai, Asaf
1 Shahar, Yuval
1 Tahan, Gil
1 Tassa, Tamir
1 Wasserstein, Raz
all top 5

Serials

4 Computational Statistics and Data Analysis
4 Series in Machine Perception and Artificial Intelligence
2 Information Sciences
1 International Journal of Intelligent Systems
1 Machine Learning
1 Pattern Recognition
1 Journal of Machine Learning Research (JMLR)

Fields

20 Computer science (68-XX)
6 Statistics (62-XX)
2 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 General and overarching topics; collections (00-XX)
1 Operations research, mathematical programming (90-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

18 Publications have been cited 201 times in 188 Documents Cited by ▼ Year ▼
Data mining and knowledge discovery handbook. Zbl 1087.68029
67
2005
Recommender systems handbook. Zbl 1214.68392
38
2011
Data mining with decision trees. Theory and applications. Zbl 1154.68098
Rokach, Lior; Maimon, Oded
25
2008
Data mining and knowledge discovery handbook. 2nd ed. Zbl 1213.68237
18
2010
Taxonomy for characterizing ensemble methods in classification tasks: a review and annotated bibliography. Zbl 1453.62185
Rokach, Lior
17
2009
Pattern classification using ensemble methods. Zbl 1187.68495
Rokach, Lior
7
2010
Data mining with decision trees. Theory and applications. 2nd revised ed. Zbl 1305.68004
Rokach, Lior; Maimon, Oded
5
2015
Genetic algorithm-based feature set partitioning for classification problems. Zbl 1140.68476
Rokach, Lior
4
2008
Limiting disclosure of sensitive data in sequential releases of databases. Zbl 1361.68075
Shmueli, Erez; Tassa, Tamir; Wasserstein, Raz; Shapira, Bracha; Rokach, Lior
3
2012
Detection of unknown computer worms based on behavioral classification of the host. Zbl 1452.62102
Moskovitch, Robert; Elovici, Yuval; Rokach, Lior
3
2008
Machine learning for data science handbook. Data mining and knowledge discovery handbook. 3rd updated edition. Zbl 1522.68001
3
2023
Decomposition methodology for knowledge discovery and data mining. Theory and applications. Zbl 1122.68042
Maimon, Oded; Rokach, Lior
2
2005
Reaching a joint decision with minimal elicitation of voter preferences. Zbl 1354.91053
Naamani Dery, Lihi; Kalech, Meir; Rokach, Lior; Shapira, Bracha
2
2014
Collective-agreement-based pruning of ensembles. Zbl 1452.62118
Rokach, Lior
2
2009
Improving malware detection by applying multi-inducer ensemble. Zbl 1452.62098
Menahem, Eitan; Shabtai, Asaf; Rokach, Lior; Elovici, Yuval
2
2009
Space decomposition in data mining: a clustering approach. Zbl 1070.68560
Rokach, Lior; Maimon, Oded; Lavi, Inbal
1
2003
Improving supervised learning by feature decomposition. Zbl 1044.68724
Maimon, Oded; Rokach, Lior
1
2002
Exploiting label dependencies for improved sample complexity. Zbl 1273.68294
Chekina, Lena; Gutfreund, Dan; Kontorovich, Aryeh; Rokach, Lior; Shapira, Bracha
1
2013
Machine learning for data science handbook. Data mining and knowledge discovery handbook. 3rd updated edition. Zbl 1522.68001
3
2023
Data mining with decision trees. Theory and applications. 2nd revised ed. Zbl 1305.68004
Rokach, Lior; Maimon, Oded
5
2015
Reaching a joint decision with minimal elicitation of voter preferences. Zbl 1354.91053
Naamani Dery, Lihi; Kalech, Meir; Rokach, Lior; Shapira, Bracha
2
2014
Exploiting label dependencies for improved sample complexity. Zbl 1273.68294
Chekina, Lena; Gutfreund, Dan; Kontorovich, Aryeh; Rokach, Lior; Shapira, Bracha
1
2013
Limiting disclosure of sensitive data in sequential releases of databases. Zbl 1361.68075
Shmueli, Erez; Tassa, Tamir; Wasserstein, Raz; Shapira, Bracha; Rokach, Lior
3
2012
Recommender systems handbook. Zbl 1214.68392
38
2011
Data mining and knowledge discovery handbook. 2nd ed. Zbl 1213.68237
18
2010
Pattern classification using ensemble methods. Zbl 1187.68495
Rokach, Lior
7
2010
Taxonomy for characterizing ensemble methods in classification tasks: a review and annotated bibliography. Zbl 1453.62185
Rokach, Lior
17
2009
Collective-agreement-based pruning of ensembles. Zbl 1452.62118
Rokach, Lior
2
2009
Improving malware detection by applying multi-inducer ensemble. Zbl 1452.62098
Menahem, Eitan; Shabtai, Asaf; Rokach, Lior; Elovici, Yuval
2
2009
Data mining with decision trees. Theory and applications. Zbl 1154.68098
Rokach, Lior; Maimon, Oded
25
2008
Genetic algorithm-based feature set partitioning for classification problems. Zbl 1140.68476
Rokach, Lior
4
2008
Detection of unknown computer worms based on behavioral classification of the host. Zbl 1452.62102
Moskovitch, Robert; Elovici, Yuval; Rokach, Lior
3
2008
Data mining and knowledge discovery handbook. Zbl 1087.68029
67
2005
Decomposition methodology for knowledge discovery and data mining. Theory and applications. Zbl 1122.68042
Maimon, Oded; Rokach, Lior
2
2005
Space decomposition in data mining: a clustering approach. Zbl 1070.68560
Rokach, Lior; Maimon, Oded; Lavi, Inbal
1
2003
Improving supervised learning by feature decomposition. Zbl 1044.68724
Maimon, Oded; Rokach, Lior
1
2002
all cited Publications top 5 cited Publications
all top 5

Cited by 520 Authors

6 Larocque, Denis
5 Rokach, Lior
4 Zhang, Chunxia
3 Bellavance, François
3 Lu, Jie
3 Mojirsheibani, Majid
3 Skowron, Andrzej
3 Zhang, Jiangshe
2 Bi, Xuan
2 Biau, Gérard
2 Dhaenens, Clarisse
2 Hullermeier, Eyke
2 Jourdan, Laetitia
2 Marinaki, Magdalene
2 Marinakis, Yannis
2 Marques-Silva, João P.
2 Matsatsinis, Nikolaos F.
2 Moshkov, Mikhail Ju.
2 Pawlak, Zdzisław
2 Qu, Annie
2 Singh, Bismark
2 Ślęzak, Dominik
2 Trafalis, Theodore B.
2 Vega-Redondo, Fernando
2 Wang, Guanwei
2 Zhang, Guangquan
2 Zopounidis, Constantin
1 Adler, Werner
1 Adomavicius, Gediminas
1 Ahn, Hongshik
1 Akleman, Derya
1 Akleman, Ergun
1 Al-Sarem, Mohammad
1 Alsaeedi, Abdullah
1 Altay, Ayca
1 Álvarez de Toledo, Pablo
1 Alzahrani, Ahmad A.
1 Andersen, Stacy L.
1 Andreu-Perez, Javier
1 Angelov, Plamen Parvanov
1 Antucheviciene, Jurgita
1 Appice, Annalisa
1 Armengol, Eva
1 Atanassov, Krassimir Todorov
1 Avron, Uri
1 Aytekin, Tevfik
1 Baaj, Ismaïl
1 Bacry, Emmanuel
1 Balcan, Maria-Florina
1 Bang, Sungwan
1 Bank, Ryan
1 Baranov, A. V.
1 Barker, Kash
1 Barkoczi, Daniel
1 Bartolini, Andrea
1 Başoğlu Kabran, Fatma
1 Bausys, Romualdas
1 Bečejski-Vujaklija, Dragana
1 Beken, Murat
1 Ben-Ameur, Hatem
1 Benderskaya, Elena N.
1 Benito-Picazo, Fernando
1 Benlian, Alexander
1 Bhattacharya, Gautam
1 Bichot, Charles-Edmond
1 Bielza, Concha
1 Bilancia, Massimo
1 Blum, Avrim L.
1 Bompaire, Martin
1 Bou-Hamad, Imad
1 Bouchet, Agustina
1 Bouguila, Nizar
1 Bouraoui, Zied
1 Boutilier, Craig
1 Bouyer, Asgarali
1 Breitkopf, Piotr
1 Brenning, Alexander
1 Brunton, Steven L.
1 Brzeziński, Dariusz W.
1 Buhmann, Joachim M.
1 Bulut, Vahide
1 Byczkowska-Lipinska, Liliana
1 Cai, Xiongcai
1 Carroll, Paula
1 Cebrián, Manuel
1 Cervone, Dan
1 Chaabane, Ikram
1 Chekina, Lena
1 Chen, Churong
1 Chen, Shutong
1 Chikalov, Igor V.
1 Cho, Hyungjun
1 Choi, Gary Pui-Tung
1 Chojnacki, Eric
1 Chow, Tommy W. S.
1 Chowdhury, Ananda S.
1 Chung, Ji-Moon
1 Çınar, Didem
1 Clifton, David A.
1 Cook, Dennis R.
...and 420 more Authors
all top 5

Cited in 99 Serials

15 Information Sciences
7 Computational Statistics and Data Analysis
6 International Journal of Approximate Reasoning
6 Machine Learning
4 European Journal of Operational Research
4 INFORMS Journal on Computing
4 Journal of Applied Statistics
3 Annals of Operations Research
3 Computational Statistics
3 Communications in Statistics. Simulation and Computation
3 Journal of Statistical Computation and Simulation
3 Mathematical Problems in Engineering
3 Journal of Computational and Graphical Statistics
2 Artificial Intelligence
2 Journal of Computational Physics
2 Mathematical Methods in the Applied Sciences
2 Fuzzy Sets and Systems
2 Operations Research
2 Statistics & Probability Letters
2 Pattern Recognition
2 Foundations of Computing and Decision Sciences
2 Annals of Mathematics and Artificial Intelligence
2 Complexity
2 Data Mining and Knowledge Discovery
2 International Journal of Applied Mathematics and Computer Science
2 Lobachevskii Journal of Mathematics
2 Journal of Machine Learning Research (JMLR)
2 Sādhanā
2 Journal of Statistical Mechanics: Theory and Experiment
2 Journal of the Korean Statistical Society
2 Advances in Data Analysis and Classification. ADAC
2 Operational Research. An International Journal
1 Modern Physics Letters B
1 Computers & Mathematics with Applications
1 Discrete Applied Mathematics
1 Journal of Fluid Mechanics
1 Journal of Statistical Physics
1 Physica A
1 Physics Reports
1 Scandinavian Journal of Statistics
1 ACM Transactions on Database Systems
1 Automatica
1 British Journal of Mathematical & Statistical Psychology
1 International Statistical Review
1 Journal of the American Statistical Association
1 Journal of Computer and System Sciences
1 Journal of Economic Theory
1 Naval Research Logistics
1 Theoretical Computer Science
1 Statistical Science
1 Algorithmica
1 Journal of Economic Dynamics & Control
1 Journal of Global Optimization
1 Communications in Statistics. Theory and Methods
1 Journal of Computer and Systems Sciences International
1 SIAM Journal on Scientific Computing
1 Statistical Papers
1 Journal of Mathematical Sciences (New York)
1 The Journal of Artificial Intelligence Research (JAIR)
1 Lifetime Data Analysis
1 Journal of Nonparametric Statistics
1 Journal of Mathematical Chemistry
1 Doklady Mathematics
1 Abstract and Applied Analysis
1 Soft Computing
1 Extremes
1 Computational Geosciences
1 Quantitative Finance
1 Archives of Computational Methods in Engineering
1 OR Spectrum
1 JMMA. Journal of Mathematical Modelling and Algorithms
1 4OR
1 North American Actuarial Journal
1 Journal of the Indonesian Mathematical Society
1 Iranian Journal of Fuzzy Systems
1 Discrete Optimization
1 Statistical Analysis and Data Mining
1 Journal of Statistical Theory and Practice
1 Electronic Journal of Statistics
1 The Annals of Applied Statistics
1 International Journal of Information Technology & Decision Making
1 Mathematical Geosciences
1 East Asian Mathematical Journal
1 Vestnik Yuzhno-Ural’skogo Gosudarstvennogo Universiteta. Seriya Matematicheskoe Modelirovanie i Programmirovanie
1 Foundations and Trends in Machine Learning
1 Algorithms
1 Statistics Surveys
1 Sankhyā. Series A
1 Wiley Interdisciplinary Reviews. WIREs Computational Statistics
1 Statistics and Computing
1 Iranian Journal of Mathematical Sciences and Informatics
1 Frontiers of Computer Science
1 Palestine Journal of Mathematics
1 Computer Science Review
1 Mathematics
1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
1 Advances in Data Science and Adaptive Analysis
1 Japanese Journal of Statistics and Data Science
1 Stat
all top 5

Cited in 21 Fields

98 Computer science (68-XX)
84 Statistics (62-XX)
28 Operations research, mathematical programming (90-XX)
25 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
11 Numerical analysis (65-XX)
8 Biology and other natural sciences (92-XX)
6 Combinatorics (05-XX)
6 Information and communication theory, circuits (94-XX)
5 Systems theory; control (93-XX)
4 Linear and multilinear algebra; matrix theory (15-XX)
4 Probability theory and stochastic processes (60-XX)
3 Geophysics (86-XX)
2 General and overarching topics; collections (00-XX)
2 Mathematical logic and foundations (03-XX)
2 Measure and integration (28-XX)
2 Fluid mechanics (76-XX)
1 Partial differential equations (35-XX)
1 Calculus of variations and optimal control; optimization (49-XX)
1 Differential geometry (53-XX)
1 Quantum theory (81-XX)
1 Statistical mechanics, structure of matter (82-XX)

Citations by Year