Yuval Shahar

According to our database1, Yuval Shahar
  • authored at least 123 papers between 1995 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
Clinical decision support models and frameworks: Seeking to address research issues underlying implementation successes and failures.
Journal of Biomedical Informatics, 2018

Know Your Enemy: Characteristics of Cyber-Attacks on Medical Imaging Devices.
CoRR, 2018

2017
MobiGuide: a personalized and patient-centric decision-support system and its evaluation in the atrial fibrillation and gestational diabetes domains.
User Model. User-Adapt. Interact., 2017

Consistent discovery of frequent interval-based temporal patterns in chronic patients' data.
Journal of Biomedical Informatics, 2017

Assessment of a personalized and distributed patient guidance system.
I. J. Medical Informatics, 2017

Temporal Pattern Discovery for Accurate Sepsis Diagnosis in ICU Patients.
CoRR, 2017

Inter-labeler and intra-labeler variability of condition severity classification models using active and passive learning methods.
Artificial Intelligence in Medicine, 2017

Evaluation of an automated knowledge-based textual summarization system for longitudinal clinical data, in the intensive care domain.
Artificial Intelligence in Medicine, 2017

2016
An architecture for a continuous, user-driven, and data-driven application of clinical guidelines and its evaluation.
Journal of Biomedical Informatics, 2016

Improving condition severity classification with an efficient active learning based framework.
Journal of Biomedical Informatics, 2016

Temporal data analytics.
Journal of Biomedical Informatics, 2016

An automated knowledge-based textual summarization system for longitudinal, multivariate clinical data.
Journal of Biomedical Informatics, 2016

The MobiGuide Distributed & Personalized Patient Guidance System.
Proceedings of the AMIA 2016, 2016

2015
Classification of multivariate time series via temporal abstraction and time intervals mining.
Knowl. Inf. Syst., 2015

Fast time intervals mining using the transitivity of temporal relations.
Knowl. Inf. Syst., 2015

Exploration of patterns predicting renal damage in patients with diabetes type II using a visual temporal analysis laboratory.
JAMIA, 2015

A multiple-scenario assessment of the effect of a continuous-care, guideline-based decision support system on clinicians' compliance to clinical guidelines.
I. J. Medical Informatics, 2015

Classification-driven temporal discretization of multivariate time series.
Data Min. Knowl. Discov., 2015

Generation of Natural-Language Textual Summaries from Longitudinal Clinical Records.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Implementation of a Distributed Guideline-Based Decision Support Model Within a Patient-Guidance Framework.
Proceedings of the Knowledge Representation for Health Care, 2015

An Active Learning Framework for Efficient Condition Severity Classification.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
Leveraging Digital Innovation in Healthcare: harnessing Big Data, Cloud and Mobile Computing for Better Health.
Proceedings of the 22st European Conference on Information Systems, 2014

Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application.
Proceedings of the Business Process Management Workshops, 2014

2013
Utility Elicitation as a Classification Problem
CoRR, 2013

On the Verification Complexity of Group Decision-Making Tasks.
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

Supporting Shared Decision Making within the MobiGuide Project.
Proceedings of the AMIA 2013, 2013

iALARM: An Intelligent Alert Language for Activation, Response, and Monitoring of Medical Alerts.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2013

Implementation of a System for Intelligent Summarization of Longitudinal Clinical Records.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2013

2012
Mal-ID: Automatic Malware Detection Using Common Segment Analysis and Meta-Features.
Journal of Machine Learning Research, 2012

A distributed architecture for efficient parallelization and computation of knowledge-based temporal abstractions.
J. Intell. Inf. Syst., 2012

Irregular-Time Bayesian Networks
CoRR, 2012

Towards a Realistic Clinical-Guidelines Application Framework: Desiderata, Applications, and Lessons Learned.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2012

The Elicitation, Representation, Application, and Automated Discovery of Time-Oriented Declarative Clinical Knowledge.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2012

Visual Analytics in Healthcare.
Proceedings of the AMIA 2012, 2012

2011
Artificial Intelligence in Medicine AIME 2009.
Artificial Intelligence in Medicine, 2011

The "Human Cli-Knowme" Project: Building a Universal, Formal, Procedural and Declarative Clinical Knowledge Base, for the Automation of Therapy and Research.
Proceedings of the Knowledge Representation for Health-Care, 2011

2010
Using the KBTA method for inferring computer and network security alerts from time-stamped, raw system metrics.
Journal in Computer Virology, 2010

Intelligent selection and retrieval of multiple time-oriented records.
J. Intell. Inf. Syst., 2010

Intelligent visualization and exploration of time-oriented data of multiple patients.
Artificial Intelligence in Medicine, 2010

Irregular-Time Bayesian Networks.
Proceedings of the UAI 2010, 2010

2009
Using artificial neural networks to detect unknown computer worms.
Neural Computing and Applications, 2009

A distributed system for support and explanation of shared decision-making in the prenatal testing domain.
Journal of Biomedical Informatics, 2009

Vaidurya: A multiple-ontology, concept-based, context-sensitive clinical-guideline search engine.
Journal of Biomedical Informatics, 2009

An architecture for linking medical decision-support applications to clinical databases and its evaluation.
Journal of Biomedical Informatics, 2009

Medical Temporal-Knowledge Discovery via Temporal Abstraction.
Proceedings of the AMIA 2009, 2009

2008
Incremental application of knowledge to continuously arriving time-oriented data.
J. Intell. Inf. Syst., 2008

A quantitative assessment of a methodology for collaborative specification and evaluation of clinical guidelines.
Journal of Biomedical Informatics, 2008

Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data.
Artificial Intelligence in Medicine, 2008

Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology.
Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 2008

A Methodological Specification of a Guideline for Diagnosis and Management of PreEclampsia.
Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 2008

The Temporal Aspects of Clinical Guidelines.
Proceedings of the Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, 2008

DeGeL: A Clinical-Guidelines Library and Automated Guideline-Support Tools.
Proceedings of the Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, 2008

2007
An active database architecture for knowledge-based incremental abstraction of complex concepts from continuously arriving time-oriented raw data.
J. Intell. Inf. Syst., 2007

Runtime application of Hybrid-Asbru clinical guidelines.
Journal of Biomedical Informatics, 2007

Application of Information Technology: A Comparative Evaluation of Full-text, Concept-based, and Context-sensitive Search.
JAMIA, 2007

Experiments with Hierarchical Concept-Based Search.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Intelligent Querying and Exploration of Multiple Time-Oriented Medical Records.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain.
Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), 2007

Host Based Intrusion Detection using Machine Learning.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2007

Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, 2007

Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006
Distributed, intelligent, interactive visualization and exploration of time-oriented clinical data and their abstractions.
Artificial Intelligence in Medicine, 2006

Multiple hierarchical classification of free-text clinical guidelines.
Artificial Intelligence in Medicine, 2006

An intelligent, interactive tool for exploration and visualization of time-oriented security data.
Proceedings of the 3rd Workshop on Visualization for Computer Security (VizSEC 2006), 2006

Application of Artificial Neural Networks Techniques to Computer Worm Detection.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
Temporal Reasoning in Medicine.
Proceedings of the Handbook of Temporal Reasoning in Artificial Intelligence, 2005

A framework for distributed mediation of temporal-abstraction queries to clinical databases.
Artificial Intelligence in Medicine, 2005

Probabilistic Abstraction of Uncertain Temporal Data for Multiple Subjects.
Proceedings of the Abstraction, 2005

Applying Hybrid-Asbru Clinical Guidelines Using the Spock System.
Proceedings of the AMIA 2005, 2005

A Graphical Framework for Specification of Clinical Guidelines at Multiple Representation Levels.
Proceedings of the AMIA 2005, 2005

A Framework for Intelligent Visualization of Multiple Time-Oriented Medical Records.
Proceedings of the AMIA 2005, 2005

The Spock System: Developing a Runtime Application Engine for Hybrid-Asbru Guidelines.
Proceedings of the Artificial Intelligence in Medicine, 2005

Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records.
Proceedings of the Artificial Intelligence in Medicine, 2005

2004
A framework for a distributed, hybrid, multiple-ontology clinical-guideline library, and automated guideline-support tools.
Journal of Biomedical Informatics, 2004

A Knowledge-Based Time-Oriented Active Database Approach for Intelligent Abstraction, Querying and Continuous Monitoring of Clinical Data.
Proceedings of the MEDINFO 2004, 2004

Vaidurya - A Concept-Based, Context-Sensitive Search Engine For Clinical Guidelines.
Proceedings of the MEDINFO 2004, 2004

Evaluation of KNAVE-II: a Tool for Intelligent Query and Exploration of Patient Data.
Proceedings of the MEDINFO 2004, 2004

An Intelligent Case-Adjustment Algorithm for the Automated Design of Population-based Quality Auditing Protocols.
Proceedings of the MEDINFO 2004, 2004

The Digital Electronic Guideline Library (DeGeL): A Hybrid Framework for Representation and Use of Clinical Guidelines.
Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004

A Multiple-Ontology Customizable Search Interface for Retrieval of Clinical Guidelines.
Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004

KNAVE II: the definition and implementation of an intelligent tool for visualization and exploration of time-oriented clinical data.
Proceedings of the working conference on Advanced visual interfaces, 2004

2003
Analysis of Temporal Abstraction in Medical Databases.
Proceedings of the 10th International Workshop on Knowledge Representation meets Databases (KRDB 2003), 2003

A Distributed, Collaborative, Structuring Model for a Clinical-Guideline Digital-Library.
Proceedings of the AMIA 2003, 2003

A Web-Based System for Interactive Visualization and Exploration of Time-oriented Clinical Data and Their Abstractions.
Proceedings of the AMIA 2003, 2003

Interactive Visualization and Exploration of Time-oriented Clinical Data Using a Distributed Temporal-Abstraction Architecture.
Proceedings of the AMIA 2003, 2003

Developing Quality Indicators and Auditing Protocols from Formal Guideline Models: Knowledge Representation and Transformations.
Proceedings of the AMIA 2003, 2003

DEGEL: A Hybrid, Multiple-Ontology Framework for Specification and Retrieval of Clinical Guidelines.
Proceedings of the Artificial Intelligence in Medicine, 2003

Idan: A Distributed Temporal-Abstraction Mediator for Medical Databases.
Proceedings of the Artificial Intelligence in Medicine, 2003

2002
Medical Quality Assessment by Scoring Adherence to Guideline Intentions.
JAMIA, 2002

A Hybrid Framework for Representation and Use of Clinical Guidelines.
Proceedings of the AMIA 2002, 2002

2001
Medical quality assessment by scoring adherence to guideline intentions.
Proceedings of the AMIA 2001, 2001

2000
Model-Based Visualization of Temporal Abstractions.
Computational Intelligence, 2000

CAPSUL: A constraint-based specification of repeating patterns in time-oriented data.
Ann. Math. Artif. Intell., 2000

Quality Assessment of Guideline-oriented Medical Care Using Recognition of Clinician Intentions.
Proceedings of the AMIA 2000, 2000

1999
Editors' Foreword: Intelligent Temporal Information Systems in Medicine.
J. Intell. Inf. Syst., 1999

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., 1999

Knowledge-based temporal interpolation.
J. Exp. Theor. Artif. Intell., 1999

Original Investigation: Semi-automated Entry of Clinical Temporal-abstraction Knowledge.
JAMIA, 1999

Representation of change in controlled medical terminologies.
Artificial Intelligence in Medicine, 1999

A Constraint-Based Specification of Periodic Patterns in Time-Oriented Data.
Proceedings of the 6th International Workshop on Temporal Representation and Reasoning, 1999

Intelligent Visualization and Exploration of Time-Oriented Clinical Data.
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999

Timing Is Everything: Temporal Reasoning and Temporal Data Maintenance in Medicine.
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999

1998
The Asgaard project: a task-specific framework for the application and critiquing of time-oriented clinical guidelines.
Artificial Intelligence in Medicine, 1998

Dynamic Temporal Interpretation Contexts for Temporal Abstraction.
Ann. Math. Artif. Intell., 1998

Utility Elicitation as a Classification Problem.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Model-Based Visualization of Temporal Abstractions.
Proceedings of the 5th Workshop on Temporal Representation and Reasoning, 1998

Knowledge-based visualization of time-oriented clinical data.
Proceedings of the AMIA 1998, 1998

Intention-based critiquing of guideline-oriented medical care.
Proceedings of the AMIA 1998, 1998

AsbruView: Visualization of Time-Oriented, Skeletal Plans.
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998

1997
Medizinische Leitlinien und Protokolle: das Asgaard/Asbru-Projekt.
KI, 1997

A Framework for Knowledge-Based Temporal Abstraction.
Artif. Intell., 1997

Knowledge-Based Temporal Interpolation.
Proceedings of the 4th International Workshop on Temporal Representation and Reasoning, 1997

Time-Oriented Skeletal Plans: Support to Design and Execution.
Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997

Development of a change model for a controlled medical vocabulary.
Proceedings of the AMIA 1997, 1997

A temporal database mediator for protocol-based decision support.
Proceedings of the AMIA 1997, 1997

Theater-Style Demonstration: EON: CORBA-Based Middleware for Automation of Protocol-Directed Therapy.
Proceedings of the AMIA 1997, 1997

A Task-Specific Ontology for the Application and Critiquing of Time-Oriented Clinical Guidelines.
Proceedings of the Artificial Intelligence Medicine, 1997

1996
Synthesis of Research: EON: A Component-Based Approach to Automation of Protocol-Directed Therapy.
JAMIA, 1996

Knowledge-based temporal abstraction in clinical domains.
Artificial Intelligence in Medicine, 1996

Dynamic Temporal Interpretation Contexts for Temporal Abstraction.
Proceedings of the Third International Workshop on Temporal Representation and Reasoning, 1996

1995
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, 1995

Task Modeling with Reusable Problem-Solving Methods.
Artif. Intell., 1995

A Component-Based Architecture for Automation of Protocol-Directed Therapy.
Proceedings of the Artificial Intelligence Medicine, 1995


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