R. Moskovitch

Most-cited papers

Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey
A. Shabtai, R. Moskovitch, Y. Elovici, Chanan Glezer
2009Information Security Technical Report334 citations
Semantic Scholar
Detecting unknown malicious code by applying classification techniques on OpCode patterns
A. Shabtai, R. Moskovitch, Clint Feher, S. Dolev +1 more
2012Security Informatics285 citations Open access
Semantic Scholar
Unknown Malcode Detection Using OPCODE Representation
R. Moskovitch, Clint Feher, Nir Tzachar, E. Berger +3 more
2008European Conference on Intelligence and Security Informatics200 citations
Semantic Scholar
User identity verification via mouse dynamics
Clint Feher, Y. Elovici, R. Moskovitch, L. Rokach +1 more
2012Information Sciences156 citations Open access
Semantic Scholar
Medical Temporal-Knowledge Discovery via Temporal Abstraction
R. Moskovitch, Yuval Shahar
2009American Medical Informatics Association Annual Symposium126 citations
Semantic Scholar
Detection of unknown computer worms based on behavioral classification of the host
R. Moskovitch, Y. Elovici, L. Rokach
2008Computational Statistics & Data Analysis120 citations
Semantic Scholar
Novel active learning methods for enhanced PC malware detection in windows OS
N. Nissim, R. Moskovitch, L. Rokach, Y. Elovici
2014Expert systems with applications118 citations
Semantic Scholar
Classification-driven temporal discretization of multivariate time series
R. Moskovitch, Yuval Shahar
2015Data mining and knowledge discovery116 citations
Semantic Scholar
Unknown malcode detection via text categorization and the imbalance problem
R. Moskovitch, Dima Stopel, Clint Feher, N. Nissim +1 more
20082008 IEEE International Conference on Intelligence and Security Informatics113 citations
Semantic Scholar
Classification of multivariate time series via temporal abstraction and time intervals mining
R. Moskovitch, Yuval Shahar
2014Knowledge and Information Systems110 citations Open access
Semantic Scholar
Fast time intervals mining using the transitivity of temporal relations
R. Moskovitch, Yuval Shahar
2013Knowledge and Information Systems104 citations
Semantic Scholar
Identity theft, computers and behavioral biometrics
R. Moskovitch, Clint Feher, Arik Messerman, Niklas Kirschnick +7 more
20092009 IEEE International Conference on Intelligence and Security Informatics96 citations
Semantic Scholar
Unknown malcode detection and the imbalance problem
R. Moskovitch, Dima Stopel, Clint Feher, N. Nissim +2 more
2009Journal in Computer Virology76 citations
Semantic Scholar
Detecting unknown computer worm activity via support vector machines and active learning
N. Nissim, R. Moskovitch, L. Rokach, Y. Elovici
2012Pattern Analysis and Applications64 citations
Semantic Scholar
Application of Information Technology: A Comparative Evaluation of Full-text, Concept-based, and Context-sensitive Search
R. Moskovitch, S. B. Martins, Eytan Behiri, Aviram Weiss +1 more
2007J. Am. Medical Informatics Assoc.51 citations Open access
Semantic Scholar
Continuous Verification Using Keystroke Dynamics
Tomer Shimshon, R. Moskovitch, L. Rokach, Y. Elovici
2010International Conference on Computational Intelligence and Security48 citations
Semantic Scholar
Improving the Detection of Unknown Computer Worms Activity Using Active Learning
R. Moskovitch, N. Nissim, Dima Stopel, Clint Feher +2 more
2007Deutsche Jahrestagung für Künstliche Intelligenz48 citations Open access
Semantic Scholar
ALPD: Active Learning Framework for Enhancing the Detection of Malicious PDF Files
N. Nissim, Aviad Cohen, R. Moskovitch, Assaf Shabtai +3 more
20142014 IEEE Joint Intelligence and Security Informatics Conference45 citations
Semantic Scholar
Outcomes Prediction via Time Intervals Related Patterns
R. Moskovitch, Colin G. Walsh, Fei Wang, G. Hripcsak +1 more
20152015 IEEE International Conference on Data Mining44 citations
Semantic Scholar
Systems Biology Approaches for Identifying Adverse Drug Reactions and Elucidating Their Underlying Biological Mechanisms
M. Boland, Alexandra Jacunski, T. Lorberbaum, Joseph D. Romano +2 more
2015Wiley Interdisciplinary Reviews: Systems Biology and Medicine43 citations Open access
Semantic Scholar
Malicious Code Detection Using Active Learning
R. Moskovitch, N. Nissim, Y. Elovici
2009PinKDD43 citations
Semantic Scholar
ALDROID: efficient update of Android anti-virus software using designated active learning methods
N. Nissim, R. Moskovitch, O. Bar-Ad, L. Rokach +1 more
2016Knowledge and Information Systems41 citations
Semantic Scholar
Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework
N. Nissim, Aviad Cohen, R. Moskovitch, A. Shabtai +3 more
2016Security Informatics36 citations Open access
Semantic Scholar
Prognosis of Clinical Outcomes with Temporal Patterns and Experiences with One Class Feature Selection
R. Moskovitch, Hyunmi Choi, G. Hripcsak, Nicholas P. Tatonetti
2016IEEE/ACM Transactions on Computational Biology & Bioinformatics35 citations Open access
Semantic Scholar
Procedure prediction from symbolic Electronic Health Records via time intervals analytics
R. Moskovitch, Fernanda C. G. Polubriaginof, Aviram Weiss, P. Ryan +1 more
2017Journal of Biomedical Informatics33 citations Open access
Semantic Scholar
Clustering di-graphs for continuously verifying users according to their typing patterns
Tomer Shimshon, R. Moskovitch, L. Rokach, Y. Elovici
20102010 IEEE 26-th Convention of Electrical and Electronics Engineers in Israel32 citations
Semantic Scholar
Host Based Intrusion Detection using Machine Learning
R. Moskovitch, Shay Pluderman, Ido Gus, Dima Stopel +4 more
20072007 IEEE Intelligence and Security Informatics32 citations Open access
Semantic Scholar
Consistent discovery of frequent interval-based temporal patterns in chronic patients' data
Alexander Shknevsky, Yuval Shahar, R. Moskovitch
2017Journal of Biomedical Informatics31 citations Open access
Semantic Scholar
Using artificial neural networks to detect unknown computer worms
Dima Stopel, R. Moskovitch, Z. Boger, Yuval Shahar +1 more
2009Neural computing & applications (Print)31 citations
Semantic Scholar
Vaidurya: A multiple-ontology, concept-based, context-sensitive clinical-guideline search engine
R. Moskovitch, Yuval Shahar
2009Journal of Biomedical Informatics30 citations Open access
Semantic Scholar
Improving Worm Detection with Artificial Neural Networks through Feature Selection and Temporal Analysis Techniques
Dima Stopel, Z. Boger, R. Moskovitch, Yuval Shahar +1 more
200830 citations
Semantic Scholar
Improving condition severity classification with an efficient active learning based framework
N. Nissim, M. Boland, Nicholas P. Tatonetti, Y. Elovici +3 more
2016Journal of Biomedical Informatics27 citations Open access
Semantic Scholar
Monitoring, analysis, and filtering system for purifying network traffic of known and unknown malicious content
A. Shabtai, Dennis Potashnik, Y. Fledel, R. Moskovitch +1 more
2011Secur. Commun. Networks25 citations
Semantic Scholar
Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining
R. Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel +4 more
2007IEEE Symposium on Computational Intelligence and Data Mining25 citations
Semantic Scholar
Multivariate temporal data analysis ‐ a review
R. Moskovitch
2021WIREs Data Mining Knowl. Discov.23 citations
Semantic Scholar
Decompiled APK based malicious code classification
Roni Mateless, Daniel Rejabek, Oded Margalit, R. Moskovitch
2020Future generations computer systems21 citations
Semantic Scholar
Temporal pattern-based malicious activity detection in SCADA systems
Amit Shlomo, Meir Kalech, R. Moskovitch
2020Computers & security20 citations
Semantic Scholar
An Active Learning Framework for Efficient Condition Severity Classification
N. Nissim, M. Boland, R. Moskovitch, Nicholas P. Tatonetti +3 more
2015Conference on Artificial Intelligence in Medicine in Europe20 citations
Semantic Scholar
Temporal Discretization of medical time series - A comparative study
Revital Azulay, R. Moskovitch, Dima Stopel, M. Verduijn +2 more
200719 citations
Semantic Scholar
Outcomes prediction in longitudinal data: Study designs evaluation, use case in ICU acquired sepsis
M. Schvetz, L. Fuchs, V. Novack, R. Moskovitch
2021Journal of Biomedical Informatics18 citations Open access
Semantic Scholar
A Chronological Evaluation of Unknown Malcode Detection
R. Moskovitch, Clint Feher, Y. Elovici
2009Pacific Asia Workshop on Intelligence and Security Informatics18 citations
Semantic Scholar
Acquisition of Malicious Code Using Active Learning
R. Moskovitch, Deutche Telekom
200818 citations
Semantic Scholar
Inter-Labeler and Intra-Labeler Variability of Condition Severity Classification Models Using Active and Passive Learning Methods
N. Nissim, Yuval Shahar, M. Boland, Nicholas P. Tatonetti +3 more
2017Artif. Intell. Medicine17 citations Open access
Semantic Scholar
Prediction of acute hypertensive episodes in critically ill patients
Nevo Itzhak, Itai M. Pessach, R. Moskovitch
2023Artif. Intell. Medicine16 citations
Semantic Scholar
Complete Closed Time Intervals-Related Patterns Mining
O. Harel, R. Moskovitch
2021AAAI Conference on Artificial Intelligence16 citations Open access
Semantic Scholar
Emergence of synchronized multicellular mechanosensing from spatiotemporal integration of heterogeneous single-cell information transfer
Amos Zamir, G. Li, Katelyn J. Chase, R. Moskovitch +2 more
2020bioRxiv16 citations Open access
Semantic Scholar
Temporal patterns selection for All-Cause Mortality prediction in T2D with ANNs
P. Novitski, C. M. Cohen, A. Karasik, G. Hodik +1 more
2022Journal of Biomedical Informatics14 citations Open access
Semantic Scholar
Pkg2Vec: Hierarchical package embedding for code authorship attribution
Roni Mateless, Oren Tsur, R. Moskovitch
2021Future generations computer systems14 citations
Semantic Scholar
Enhanced blood glucose levels prediction with a smartwatch
S. Pikulin, Irad Yehezkel, R. Moskovitch
2024PLoS ONE12 citations Open access
Semantic Scholar
All-Cause Mortality Prediction in T2D Patients
P. Novitski, C. M. Cohen, A. Karasik, V. Shalev +2 more
2020Conference on Artificial Intelligence in Medicine in Europe12 citations
Semantic Scholar