Yuval Shahar

Urszula Chajewska, Lise Getoor, Joseph Norman, Yuval Shahar: Utility Elicitation as a Classification Problem. CoRR abs/1301.7367 (2013)

Asaf Shabtai, Yuval Shahar, Yuval Elovici: A distributed architecture for efficient parallelization and computation of knowledge-based temporal abstractions. J. Intell. Inf. Syst. 39(1): 249-286 (2012)

Yuval Shahar: The Elicitation, Representation, Application, and Automated Discovery of Time-Oriented Declarative Clinical Knowledge. ProHealth/KR4HC 2012: 1-29

Erez Shalom, Iliya Fridman, Yuval Shahar, Avner Hatsek, Eitan Lunenfeld: Towards a Realistic Clinical-Guidelines Application Framework: Desiderata, Applications, and Lessons Learned. ProHealth/KR4HC 2012: 56-70

Michael Ramati, Yuval Shahar: Irregular-Time Bayesian Networks. CoRR abs/1203.3510 (2012)

Yuval Shahar, Carlo Combi: Artificial Intelligence in Medicine AIME 2009. Artificial Intelligence in Medicine 52(2): 57-58 (2011)

Yuval Shahar: The "Human Cli-Knowme" Project: Building a Universal, Formal, Procedural and Declarative Clinical Knowledge Base, for the Automation of Therapy and Research. KR4HC 2011: 1-22

Denis Klimov, Yuval Shahar, Meirav Taieb-Maimon: Intelligent visualization and exploration of time-oriented data of multiple patients. Artificial Intelligence in Medicine 49(1): 11-31 (2010)

Denis Klimov, Yuval Shahar, Meirav Taieb-Maimon: Intelligent selection and retrieval of multiple time-oriented records. J. Intell. Inf. Syst. 35(2): 261-300 (2010)

Asaf Shabtai, Yuval Fledel, Yuval Elovici, Yuval Shahar: Using the KBTA method for inferring computer and network security alerts from time-stamped, raw system metrics. Journal in Computer Virology 6(3): 239-259 (2010)

Michael Ramati, Yuval Shahar: Irregular-Time Bayesian Networks. UAI 2010: 484-491

Robert Moskovitch, Yuval Shahar: Vaidurya: A multiple-ontology, concept-based, context-sensitive clinical-guideline search engine. Journal of Biomedical Informatics 42(1): 11-21 (2009)

Efrat German, Akiva Leibowitz, Yuval Shahar: An architecture for linking medical decision-support applications to clinical databases and its evaluation. Journal of Biomedical Informatics 42(2): 203-218 (2009)

Itay Segal, Yuval Shahar: A distributed system for support and explanation of shared decision-making in the prenatal testing domain. Journal of Biomedical Informatics 42(2): 272-286 (2009)

Dima Stopel, Robert Moskovitch, Zvi Boger, Yuval Shahar, Yuval Elovici: Using artificial neural networks to detect unknown computer worms. Neural Computing and Applications 18(7): 663-674 (2009)

Carlo Combi, Yuval Shahar, Ameen Abu-Hanna (Eds.): Artificial Intelligence in Medicine, 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009. Proceedings. Lecture Notes in Computer Science 5651, 2009, isbn 978-3-642-02975-2

Susana B. Martins, Yuval Shahar, Dina Goren-Bar, Maya Galperin, Herbert Kaizer, Lawrence V. Basso, Deborah McNaughton, Mary K. Goldstein: Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data. Artificial Intelligence in Medicine 43(1): 17-34 (2008)

Erez Shalom, Yuval Shahar, Meirav Taieb-Maimon, Guy Bar, Avi Yarkoni, Ohad Young, Susana B. Martins, Laszlo T. Vaszar, Mary K. Goldstein, Yair Liel, Akiva Leibowitz, Tal Marom, Eitan Lunenfeld: A quantitative assessment of a methodology for collaborative specification and evaluation of clinical guidelines. Journal of Biomedical Informatics 41(6): 889-903 (2008)

Alex Spokoiny, Yuval Shahar: Incremental application of knowledge to continuously arriving time-oriented data. J. Intell. Inf. Syst. 31(1): 1-33 (2008)

Erez Shalom, Yuval Shahar, Meirav Taieb-Maimon, Guy Bar, Susana B. Martins, Ohad Young, Laszlo T. Vaszar, Yair Liel, Avi Yarkoni, Mary K. Goldstein, Akiva Leibowitz, Tal Marom, Eitan Lunenfeld: Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology. K4HelP 2008: 67-80

Avner Hatsek, Yuval Shahar, Meirav Taieb-Maimon, Erez Shalom, Adit Dubi-Sobol, Guy Bar, Arie Koyfman, Eitan Lunenfeld: A Methodological Specification of a Guideline for Diagnosis and Management of PreEclampsia. K4HelP 2008: 123-133

Robert Moskovitch, Susana B. Martins, Eytan Behiri, Aviram Weiss, Yuval Shahar: Application of Information Technology: A Comparative Evaluation of Full-text, Concept-based, and Context-sensitive Search. JAMIA 14(2): 164-174 (2007)

Ohad Young, Yuval Shahar, Yair Liel, Eitan Lunenfeld, Guy Bar, Erez Shalom, Susana B. Martins, Laszlo T. Vaszar, Tal Marom, Mary K. Goldstein: Runtime application of Hybrid-Asbru clinical guidelines. Journal of Biomedical Informatics 40(5): 507-526 (2007)

Alex Spokoiny, Yuval Shahar: An active database architecture for knowledge-based incremental abstraction of complex concepts from continuously arriving time-oriented raw data. J. Intell. Inf. Syst. 28(3): 199-231 (2007)

Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Clint Feher, Chanan Glezer, Yuval Shahar, Yuval Elovici: Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. CIDM 2007: 202-209

Robert Moskovitch, Shay Pluderman, Ido Gus, Dima Stopel, Clint Feher, Yisrael Parmet, Yuval Shahar, Yuval Elovici: Host Based Intrusion Detection using Machine Learning. ISI 2007: 107-114

Asaf Shabtai, Maor Atlas, Yuval Shahar, Yuval Elovici: Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain. K-CAP 2007: 7-14

Robert Moskovitch, Roee Sa'adon, Eytan Behiri, Susana B. Martins, Aviram Weiss, Yuval Shahar: Experiments with Hierarchical Concept-Based Search. MedInfo 2007: 422-426

Denis Klimov, Yuval Shahar: Intelligent Querying and Exploration of Multiple Time-Oriented Medical Records. MedInfo 2007: 1314-1318

Robert Moskovitch, Shiva Cohen-Kashi, Uzi Dror, Iftah Levy, Amit Maimon, Yuval Shahar: Multiple hierarchical classification of free-text clinical guidelines. Artificial Intelligence in Medicine 37(3): 177-190 (2006)

Yuval Shahar, Dina Goren-Bar, David Boaz, Gil Tahan: Distributed, intelligent, interactive visualization and exploration of time-oriented clinical data and their abstractions. Artificial Intelligence in Medicine 38(2): 115-135 (2006)

Dima Stopel, Zvi Boger, Robert Moskovitch, Yuval Shahar, Yuval Elovici: Application of Artificial Neural Networks Techniques to Computer Worm Detection. IJCNN 2006: 2362-2369

Asaf Shabtai, Denis Klimov, Yuval Shahar, Yuval Elovici: An intelligent, interactive tool for exploration and visualization of time-oriented security data. VizSEC 2006: 15-22

David Boaz, Yuval Shahar: A framework for distributed mediation of temporal-abstraction queries to clinical databases. Artificial Intelligence in Medicine 34(1): 3-24 (2005)

Michael Ramati, Yuval Shahar: Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records. AIME 2005: 43-47

Ohad Young, Yuval Shahar: The Spock System: Developing a Runtime Application Engine for Hybrid-Asbru Guidelines. AIME 2005: 166-170

Michael Ramati, Yuval Shahar: Probabilistic Abstraction of Uncertain Temporal Data for Multiple Subjects. SARA 2005: 305-312

Yuval Shahar, Ohad Young, Erez Shalom, Maya Galperin, Alon Mayaffit, Robert Moskovitch, Alon Hessing: A framework for a distributed, hybrid, multiple-ontology clinical-guideline library, and automated guideline-support tools. Journal of Biomedical Informatics 37(5): 325-344 (2004)

Dina Goren-Bar, Yuval Shahar, Maya Galperin-Aizenberg, David Boaz, Gil Tahan: KNAVE II: the definition and implementation of an intelligent tool for visualization and exploration of time-oriented clinical data. AVI 2004: 171-174

David Boaz, Yuval Shahar: Idan: A Distributed Temporal-Abstraction Mediator for Medical Databases. AIME 2003: 21-30

Yuval Shahar, Ohad Young, Erez Shalom, Alon Mayaffit, Robert Moskovitch, Alon Hessing, Maya Galperin: DEGEL: A Hybrid, Multiple-Ontology Framework for Specification and Retrieval of Clinical Guidelines. AIME 2003: 122-131

Mira Balaban, David Boaz, Yuval Shahar: Analysis of Temporal Abstraction in Medical Databases. KRDB 2003

Aneel A. Advani, Yuval Shahar, Mark A. Musen: Medical Quality Assessment by Scoring Adherence to Guideline Intentions. JAMIA 9(Supplement): 92-97 (2002)

Shubha Chakravarty, Yuval Shahar: CAPSUL: A constraint-based specification of repeating patterns in time-oriented data. Ann. Math. Artif. Intell. 30(1-4): 3-22 (2000)

Yuval Shahar, Cleve Cheng: Model-Based Visualization of Temporal Abstractions. Computational Intelligence 16(2): 279-306 (2000)

Diane E. Oliver, Yuval Shahar, Edward H. Shortliffe, Mark A. Musen: Representation of change in controlled medical terminologies. Artificial Intelligence in Medicine 15(1): 53-76 (1999)

Yuval Shahar, Hai Chen, Daniel P. Stites, Lawrence V. Basso, Herbert Kaizer, Darrell M. Wilson, Mark A. Musen: Original Investigation: Semi-automated Entry of Clinical Temporal-abstraction Knowledge. JAMIA 6(6): 494-511 (1999)

Yuval Shahar: Knowledge-based temporal interpolation. J. Exp. Theor. Artif. Intell. 11(1): 123-144 (1999)

Yuval Shahar, Carlo Combi: Editors' Foreword: Intelligent Temporal Information Systems in Medicine. J. Intell. Inf. Syst. 13(1-2): 5-8 (1999)

John H. Nguyen, Yuval Shahar, Samson W. Tu, Amar K. Das, Mark A. Musen: Integration of Temporal Reasoning and Temporal-Data Maintenance into a Reusable Database Mediator to Answer Abstract, Time-Oriented Queries: The Tzolkin System. J. Intell. Inf. Syst. 13(1-2): 121-145 (1999)

Yuval Shahar: Timing Is Everything: Temporal Reasoning and Temporal Data Maintenance in Medicine. AIMDM 1999: 30-46

Yuval Shahar, Cleve Cheng: Intelligent Visualization and Exploration of Time-Oriented Clinical Data. HICSS 1999

Shubha Chakravarty, Yuval Shahar: A Constraint-Based Specification of Periodic Patterns in Time-Oriented Data. TIME 1999: 29-40

Werner Horn, Yuval Shahar, Gregor Lindberg, Steen Andreassen, Jeremy C. Wyatt (Eds.): Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99, Aalborg, Denmark, June 1999, Proceedings. Lecture Notes in Computer Science 1620, Springer 1999, isbn 3-540-66162-X

Yuval Shahar: Dynamic Temporal Interpretation Contexts for Temporal Abstraction. Ann. Math. Artif. Intell. 22(1-2): 159-192 (1998)

Yuval Shahar, Silvia Miksch, Peter D. Johnson: The Asgaard project: a task-specific framework for the application and critiquing of time-oriented clinical guidelines. Artificial Intelligence in Medicine 14(1-2): 29-51 (1998)

Silvia Miksch, Robert Kosara, Yuval Shahar, Peter D. Johnson: AsbruView: Visualization of Time-Oriented, Skeletal Plans. AIPS 1998: 11-18

Yuval Shahar, Cleve Cheng: Model-Based Visualization of Temporal Abstractions. TIME 1998: 11-20

Urszula Chajewska, Lise Getoor, Joseph Norman, Yuval Shahar: Utility Elicitation as a Classification Problem. UAI 1998: 79-88

Yuval Shahar: A Framework for Knowledge-Based Temporal Abstraction. Artif. Intell. 90(1-2): 79-133 (1997)

Silvia Miksch, Yuval Shahar, Peter D. Johnson: Medizinische Leitlinien und Protokolle: das Asgaard/Asbru-Projekt. KI 11(3): 34-37 (1997)

Yuval Shahar, Silvia Miksch, Peter D. Johnson: A Task-Specific Ontology for the Application and Critiquing of Time-Oriented Clinical Guidelines. AIME 1997: 51-61

Silvia Miksch, Yuval Shahar, Werner Horn, Christian Popow, Franz Paky, Peter D. Johnson: Time-Oriented Skeletal Plans: Support to Design and Execution. ECP 1997: 299-311

Yuval Shahar: Knowledge-Based Temporal Interpolation. TIME 1997: 102-111

Yuval Shahar, Mark A. Musen: Knowledge-based temporal abstraction in clinical domains. Artificial Intelligence in Medicine 8(3): 267-298 (1996)

Yuval Shahar: Dynamic Temporal Interpretation Contexts for Temporal Abstraction. TIME 1996: 64-71

Henrik Eriksson, Yuval Shahar, Samson W. Tu, Angel R. Puerta, Mark A. Musen: Task Modeling with Reusable Problem-Solving Methods. Artif. Intell. 79(2): 293-326 (1995)

Samson W. Tu, Henrik Eriksson, John H. Gennari, Yuval Shahar, Mark A. Musen: Ontology-based configuration of problem-solving methods and generation of knowledge-acquisition tools: application of PROTEGE-II to protocol-based decision support. Artificial Intelligence in Medicine 7(3): 257-289 (1995)

Mark A. Musen, Samson W. Tu, Amar K. Das, Yuval Shahar: A Component-Based Architecture for Automation of Protocol-Directed Therapy. AIME 1995: 3-13