Robert Moskovitch

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Yuval EloviciHead of Cyber@BGU, Director of Telekom Innovation Laboratories at BGU, Ben Gurion UniversityVerified email at bgu.ac.il
Yuval ShaharProfessor of software and information systems engineering, Ben Gurion UniversityVerified email at bgu.ac.il
Nir NissimHead of the Malware-Lab, Ben-Gurion UniversityVerified email at post.bgu.ac.il
Lior RokachComputer and Information Science, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Asaf ShabtaiComputer and Information Science, Telekom Innovation Labs, Ben Gurion UniversityVerified email at bgu.ac.il
Nicholas P TatonettiProfessor and Vice Chair of Computational Biomedicine, Cedars-Sinai Medical CenterVerified email at cshs.org
George HripcsakColumbia UniversityVerified email at columbia.edu
Nevo ItzhakData ScientistVerified email at post.bgu.ac.il
Shlomi DolevBen-Gurion University of the NegevVerified email at cs.bgu.ac.il
Roni MatelessMachine Learning, PayPalVerified email at post.bgu.ac.il
Mary Regina Boland, MA, MPhil, PhD,...Saint Vincent College, Latrobe, PA, USAVerified email at stvincent.edu
Szymon JaroszewiczProfessor at the Institute of Computer Science, Polish Academy of SciencesVerified email at ipipan.waw.pl
Ilaria PertotResearcher, Fondazione Edmund MachVerified email at fmach.it
Sebastian MöllerProfessor for Quality and Usability, TU Berlin and Scientific Director, DFKIVerified email at tu-berlin.de
Seyit A. CamtepeCSIRO Data61, Cyber Security Automation and OrchestrationVerified email at ieee.org
Nathalie JapkowiczAmerican UniversityVerified email at american.edu
Niels PeekThe Healthcare Improvement Studies Institute, University of CambridgeVerified email at cam.ac.uk
Tal LorberbaumPhD, Columbia UniversityVerified email at columbia.edu
Alexandra JacunskiPhD, Columbia UniversityVerified email at columbia.edu
Joseph D. RomanoAssistant Professor of Informatics and Pharmacology, University of PennsylvaniaVerified email at pennmedicine.upenn.edu

Robert Moskovitch

Faculty of Computer and Information Science, Ben Gurion University of the Negev

Verified email at columbia.edu - Homepage

Temporal Data Mining Biomedical Informatics Machine Learning Data Mining Information Retrieval


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Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey A Shabtai, R Moskovitch, Y Elovici, C Glezer information security technical report 14 (1), 16-29, 2009	496	2009
Detecting unknown malicious code by applying classification techniques on opcode patterns A Shabtai, R Moskovitch, C Feher, S Dolev, Y Elovici Security Informatics 1 (1), 1, 2012	336	2012
Unknown malcode detection using opcode representation R Moskovitch, C Feher, N Tzachar, E Berger, M Gitelman, S Dolev, ... European conference on intelligence and security informatics, 204-215, 2008	274	2008
User identity verification via mouse dynamics C Feher, Y Elovici, R Moskovitch, L Rokach, A Schclar Information Sciences 201, 19-36, 2012	209	2012
Medical temporal-knowledge discovery via temporal abstraction R Moskovitch, Y Shahar AMIA annual symposium proceedings 2009, 452, 2009	164	2009
Identity theft, computers and behavioral biometrics R Moskovitch, C Feher, A Messerman, N Kirschnick, T Mustafic, ... 2009 IEEE international conference on intelligence and security informatics …, 2009	156	2009
Detection of unknown computer worms based on behavioral classification of the host R Moskovitch, Y Elovici, L Rokach Computational Statistics & Data Analysis 52 (9), 4544-4566, 2008	156	2008
Unknown malcode detection via text categorization and the imbalance problem R Moskovitch, D Stopel, C Feher, N Nissim, Y Elovici 2008 IEEE international conference on intelligence and security informatics …, 2008	151	2008
A framework for a distributed, hybrid, multiple-ontology clinical-guideline library, and automated guideline-support tools Y Shahar, O Young, E Shalom, M Galperin, A Mayaffit, R Moskovitch, ... Journal of Biomedical Informatics 37 (5), 325-344, 2004	151	2004
Classification-driven temporal discretization of multivariate time series R Moskovitch, Y Shahar Data Mining and Knowledge Discovery 29 (4), 871-913, 2015	150	2015
Novel active learning methods for enhanced PC malware detection in windows OS N Nissim, R Moskovitch, L Rokach, Y Elovici Expert Systems with Applications 41 (13), 5843-5857, 2014	148	2014
Applying machine learning techniques for detection of malicious code in network traffic Y Elovici, A Shabtai, R Moskovitch, G Tahan, C Glezer Annual Conference on Artificial Intelligence, 44-50, 2007	141	2007
Classification of multivariate time series via temporal abstraction and time intervals mining R Moskovitch, Y Shahar Knowledge and Information Systems 45 (1), 35-74, 2015	135	2015
Fast time intervals mining using the transitivity of temporal relations R Moskovitch, Y Shahar Knowledge and Information Systems 42 (1), 21-48, 2015	129	2015
Method and system for detecting malicious behavioral patterns in a computer, using machine learning R Moskovitch, D Stopel, Z Boger, Y Shahar, Y Elovici US Patent 8,516,584, 2013	125	2013
Method and system for detecting malicious behavioral patterns in a computer, using machine learning R Moskovitch, D Stopel, Z Boger, Y Shahar, Y Elovici US Patent 8,490,194, 2013	101	2013
Unknown malcode detection using classifiers with optimal training sets R Moskovitch, Y Elovici US Patent 8,776,231, 2014	92	2014
Unknown malcode detection and the imbalance problem R Moskovitch, D Stopel, C Feher, N Nissim, N Japkowicz, Y Elovici Journal in computer virology 5 (4), 295-308, 2009	92	2009
Continuous verification using keystroke dynamics T Shimshon, R Moskovitch, L Rokach, Y Elovici 2010 International conference on computational intelligence and security …, 2010	88	2010
DEGEL: A hybrid, multiple-ontology framework for specification and retrieval of clinical guidelines Y Shahar, O Young, E Shalom, A Mayaffit, R Moskovitch, A Hessing, ... Conference on Artificial Intelligence in Medicine in Europe, 122-131, 2003	85	2003

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