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 RokachSoftware and Information Systems Engineering, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Asaf ShabtaiSoftware and Information Systems Engineering, 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
Shlomi DolevBen-Gurion University of the NegevVerified email at cs.bgu.ac.il
Mary Regina Boland, MA, MPhil, PhD,...Saint Vincent College, Latrobe, PA, USAVerified email at stvincent.edu
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 Data61Verified 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
Yisrael ParmetProfessor of Statistics, Ben-Gurion University of the Negev, IsraelVerified email at bgu.ac.il
Paolo AvesaniFondazione Bruno KesslerVerified email at fbk.eu
Diego SonaFondazione Bruno KesslerVerified email at fbk.eu

Robert Moskovitch

Software and Information Systems Engineering, 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	463	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, 1-22, 2012	322	2012
Unknown malcode detection using opcode representation R Moskovitch, C Feher, N Tzachar, E Berger, M Gitelman, S Dolev, ... Intelligence and Security Informatics: First European Conference, EuroISI …, 2008	252	2008
User identity verification via mouse dynamics C Feher, Y Elovici, R Moskovitch, L Rokach, A Schclar Information Sciences 201, 19-36, 2012	187	2012
Medical temporal-knowledge discovery via temporal abstraction R Moskovitch, Y Shahar AMIA annual symposium proceedings 2009, 452, 2009	153	2009
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	150	2004
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	149	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	142	2008
Classification-driven temporal discretization of multivariate time series R Moskovitch, Y Shahar Data Mining and Knowledge Discovery 29, 871-913, 2015	141	2015
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	140	2008
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	135	2014
Classification of multivariate time series via temporal abstraction and time intervals mining R Moskovitch, Y Shahar Knowledge and Information Systems 45, 35-74, 2015	125	2015
Applying machine learning techniques for detection of malicious code in network traffic Y Elovici, A Shabtai, R Moskovitch, G Tahan, C Glezer KI 2007: Advances in Artificial Intelligence: 30th Annual German Conference …, 2007	125	2007
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	120	2013
Fast time intervals mining using the transitivity of temporal relations R Moskovitch, Y Shahar Knowledge and Information Systems 42, 21-48, 2015	116	2015
Unknown malcode detection and the imbalance problem R Moskovitch, D Stopel, C Feher, N Nissim, N Japkowicz, Y Elovici Journal in computer virology 5, 295-308, 2009	87	2009
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, ... Artificial Intelligence in Medicine: 9th Conference on Artificial …, 2003	86	2003
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	84	2013
Unknown malcode detection using classifiers with optimal training sets R Moskovitch, Y Elovici US Patent 8,776,231, 2014	83	2014
Continuous verification using keystroke dynamics T Shimshon, R Moskovitch, L Rokach, Y Elovici 2010 International conference on computational intelligence and security …, 2010	82	2010

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