Jyotishman Pathak

According to our database1, Jyotishman Pathak authored at least 178 papers between 2003 and 2024.

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Bibliography

2024
Visualizing machine learning-based predictions of postpartum depression risk for lay audiences.
J. Am. Medical Informatics Assoc., January, 2024

2023
AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.
J. Biomed. Informatics, August, 2023

An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.
J. Am. Medical Informatics Assoc., July, 2023

Characterizing variability of electronic health record-driven phenotype definitions.
J. Am. Medical Informatics Assoc., February, 2023

CoRL: A Cost-Responsive Learning Optimizer for Neural Networks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022
An architecture for research computing in health to support clinical and translational investigators with electronic patient data.
J. Am. Medical Informatics Assoc., 2022

Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
J. Am. Medical Informatics Assoc., 2022

AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease.
CoRR, 2022

SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies.
CoRR, 2022

Developing a disease-specific symptom vocabulary for natural language processing.
Proceedings of the AMIA 2022, 2022

2021
Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS.
Dataset, February, 2021

Extracting social determinants of health from electronic health records using natural language processing: a systematic review.
J. Am. Medical Informatics Assoc., 2021

Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.
J. Am. Medical Informatics Assoc., 2021

Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS.
CoRR, 2021

A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

On Constraints and Considerations for Extending Support for Natural Language Processing-Based FHIR Resource Generation.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

FHIRTime: Standardizing Temporal Patterns Identified from Clinical Narratives Using HL7 FHIR.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Prescribing Pharmacogenomics Testing: Analyzing the Acceptance of Healthcare Providers through a Survey Study.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

A Deep Learning Framework Using a Pre-trained BERT Model to Predict the Risk of Progression from Mild Cognitive Impairment to Alzheimer's Disease.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health Records.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Deep Significance Clustering (DICE) a Heterogenous Population.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Supporting EHR-based Cohort Discovery Through User-centered Design: Results of an Early Formative Usability Study.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Multi-site Evaluation of Longitudinal Changes in Ejection Fraction in Heart Failure Patients Through Data-driven Phenotyping.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.
J. Biomed. Informatics, 2020

Comparing Suicide Risk Insights derived from Clinical and Social Media data.
CoRR, 2020

A Machine Learning Approach to Detect Suicidal Ideation in US Veterans Based on Acoustic and Linguistic Features of Speech.
CoRR, 2020

Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach.
Proceedings of the AMIA 2020, 2020

Healthcare Contacts Among Patients with Psychiatric Hospitalization Admitted Through the Emergency Department.
Proceedings of the AMIA 2020, 2020

Evaluating Commercially Available Mobile Apps for Depression Self-Management.
Proceedings of the AMIA 2020, 2020

Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depression.
Proceedings of the AMIA 2020, 2020

Visual Rating Scales for Patient-Reported Outcome Measurement: A National Validation Study.
Proceedings of the AMIA 2020, 2020

Weak Supervision to Classify Unstructured Clinical Text for Current Suicidal Ideation.
Proceedings of the AMIA 2020, 2020

Feasibility of Cross-Platform EHR-Driven Phenotyping Using Clinical Quality Language.
Proceedings of the AMIA 2020, 2020

2019
Developing a portable natural language processing based phenotyping system.
BMC Medical Informatics Decis. Mak., 2019

Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries.
J. Biomed. Informatics, 2019

Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation.
J. Am. Medical Informatics Assoc., 2019

Social determinants of health in mental health care and research: a case for greater inclusion.
J. Am. Medical Informatics Assoc., 2019

Identification of Predictive Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks.
CoRR, 2019

Fusing Visual, Textual and Connectivity Clues for Studying Mental Health.
CoRR, 2019

Drug knowledge bases and their applications in biomedical informatics research.
Briefings Bioinform., 2019

Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention.
Proceedings of the World Wide Web Conference, 2019

Question Answering for Suicide Risk Assessment Using Reddit.
Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

Stratified Mortality Prediction of Patients with Acute Kidney Injury in Critical Care.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Using Electronic Health Records and Machine Learning to Predict Postpartum Depression.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

A Survey of Clinicians' Perception of Pharmacogenomics Testing for Antidepressants.
Proceedings of the AMIA 2019, 2019

Validation of a Computable Phenotype for Site-Specific Cancer Treatment.
Proceedings of the AMIA 2019, 2019

Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms.
Proceedings of the AMIA 2019, 2019

Collecting Individual-Level Social Determinants of Health to Inform Patient-Centered Outcomes Research in Mental Health.
Proceedings of the AMIA 2019, 2019

Using Social Media to Study Mental Health Conditions - Challenges and Opportunities.
Proceedings of the AMIA 2019, 2019

Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.
Proceedings of the AMIA 2019, 2019

2018
Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls.
J. Biomed. Informatics, 2018

A case study evaluating the portability of an executable computable phenotype algorithm across multiple institutions and electronic health record environments.
J. Am. Medical Informatics Assoc., 2018

The potential value of social determinants of health in predicting health outcomes.
J. Am. Medical Informatics Assoc., 2018

Mental Health Analysis Via Social Media Data.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Portable Phenotyping System: A Portable Machine-Learning Approach to i2b2 Obesity Challenge.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

Comparing Sex-Specific Association Networks of Chronic Medical Conditions.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

"Let Me Tell You About Your Mental Health!": Contextualized Classification of Reddit Posts to DSM-5 for Web-based Intervention.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Using EHRs to assess gender differences in the utilization of mental health services for patients diagnosed with major depression.
Proceedings of the AMIA 2018, 2018

Methods for Integrating EHRs, Social Determinants of Health, and Built Environment Data for Patient-Centered Research.
Proceedings of the AMIA 2018, 2018

Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes.
Proceedings of the AMIA 2018, 2018

2017
Polyadic Regression and its Application to Chemogenomics.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Multitask LS-Svm for Predicting Bleeding and Re-operation Due to Bleeding.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

D2Refine: A Platform for Clinical Research Study Data Element Harmonization and Standardization.
Proceedings of the Summit on Clinical Research Informatics, 2017

Temporal reflected logistic regression for probabilistic heart failure survival score prediction.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

The Phenotype Execution and Modeling Architecture: A Roadmap Towards Next-generation Phenotyping Using EHRs.
Proceedings of the AMIA 2017, 2017

Secondary Use of Patients' Electronic Records (SUPER): An Approach for Meeting Specific Data Needs of Clinical and Translational Researchers.
Proceedings of the AMIA 2017, 2017

A Framework for Data Quality Assessment in Clinical Research Datasets.
Proceedings of the AMIA 2017, 2017

Leveraging Value Sets from the Value Set Authority Center (VSAC) in a Standards-Based Clinical Data Repository.
Proceedings of the AMIA 2017, 2017

2016
Developing EHR-driven heart failure risk prediction models using CPXR(Log) with the probabilistic loss function.
J. Biomed. Informatics, 2016

Developing a data element repository to support EHR-driven phenotype algorithm authoring and execution.
J. Biomed. Informatics, 2016

PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability.
J. Am. Medical Informatics Assoc., 2016

Developing a modular architecture for creation of rule-based clinical diagnostic criteria.
BioData Min., 2016

Clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methods.
Artif. Intell. Medicine, 2016

Practical considerations for implementing genomic information resources.
Appl. Clin. Inform., 2016

A Decompositional Approach to Executing Quality Data Model Algorithms on the i2b2 Platform.
Proceedings of the Summit on Clinical Research Informatics, 2016

Standardized Representation of Clinical Study Data Dictionaries with CIMI Archetypes.
Proceedings of the AMIA 2016, 2016

Predicting Prolonged Stay in the ICU Attributable to Bleeding in Patients Offered Plasma Transfusion.
Proceedings of the AMIA 2016, 2016

Improving risk prediction for depression via Elastic Net regression - Results from Korea National Health Insurance Services Data.
Proceedings of the AMIA 2016, 2016

An NLP Extension to the Quality Data Model for EHR-Driven Phenotype Algorithm Authoring and Execution.
Proceedings of the AMIA 2016, 2016

2015
Review and evaluation of electronic health records-driven phenotype algorithm authoring tools for clinical and translational research.
J. Am. Medical Informatics Assoc., 2015

Desiderata for computable representations of electronic health records-driven phenotype algorithms.
J. Am. Medical Informatics Assoc., 2015

Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Using EHRs and Machine Learning for Heart Failure Survival Analysis.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Developing a Standards-Based Information Model for Representing Computable Diagnostic Criteria: A Feasibility Study of the NQF Quality Data Model.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

A Standards-based Semantic Metadata Repository to Support EHR-driven Phenotype Authoring and Execution.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

A Pilot Study on Modeling of Diagnostic Criteria Using OWL and SWRL.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015


A Systematic Prediction of Adverse Drug Reactions Using Pre-clinical Drug Characteristics and Spontaneous Reports.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

A Clinical Decision Support System for Preventing Adverse Reactions to Blood Transfusion.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Predicting Adverse Reactions to Blood Transfusion.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Ensemble learning approaches to predicting complications of blood transfusion.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomes.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

PhEMA: Phenotype Modeling, Sharing and Execution Architecture.
Proceedings of the AMIA 2015, 2015

(Authoring) Rules, (Distributed Query) Tools, and Drools: The challenging new world of high throughput phenotyping.
Proceedings of the AMIA 2015, 2015

Usability of a phenotype builder prototype and lessons learned for the design of phenotyping tools.
Proceedings of the AMIA 2015, 2015

Translating Electronic Clinical Quality Measures to Executable, Portable, and Customizable Workflows in KNIME.
Proceedings of the AMIA 2015, 2015


Harmonization of Quality Data Model with HL7 FHIR to Support EHR-driven Phenotype Authoring and Execution: A Pilot Study.
Proceedings of the AMIA 2015, 2015

Developing Intermediary Medication Phenotypes via Metabolomics Biotechnology Using an Electronic Health Record-Linked Biobank.
Proceedings of the AMIA 2015, 2015

A Heterogeneous Multi-Task Learning for Predicting RBC Transfusion and Perioperative Outcomes.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
Design patterns for the development of electronic health record-driven phenotype extraction algorithms.
J. Biomed. Informatics, 2014

Research and applications: An electronic health record driven algorithm to identify incident antidepressant medication users.
J. Am. Medical Informatics Assoc., 2014

What Information about Cardiovascular Diseases do People Search Online?
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Online Information Seeking for Cardiovascular Diseases: A Case Study from Mayo Clinic.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Clinical Decision Making: A Framework for Predicting Rx Response.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Empowering personalized medicine with big data and semantic web technology: Promises, challenges, and use cases.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Using semantic web technologies for quality measure phenotyping algorithm representation and automatic execution on EHR data.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

Qualitative evaluation of three phenotype information models to find methotrexate liver injury.
Proceedings of the AMIA 2014, 2014

Evaluation of Existing Phenotype Authoring Tools for Clinical Research.
Proceedings of the AMIA 2014, 2014

Scalable and High-Throughput Execution of Clinical Quality Measures from Electronic Health Records using MapReduce and the JBoss(R) Drools Engine.
Proceedings of the AMIA 2014, 2014

Using PhenotypePortal for Checking Clinical Guideline Recommendation Compliance.
Proceedings of the AMIA 2014, 2014

An Analysis of Mayo Clinic Search Query Logs for Cardiovascular Diseases.
Proceedings of the AMIA 2014, 2014

Analysis of Online Information Searching for Cardiovascular Diseases on a Consumer Health Information Portal.
Proceedings of the AMIA 2014, 2014

2013
Disambiguation of PharmGKB drug-disease relations with NDF-RT and SPL.
J. Biomed. Informatics, 2013

Harmonization and semantic annotation of data dictionaries from the Pharmacogenomics Research Network: A case study.
J. Biomed. Informatics, 2013

Terminology representation guidelines for biomedical ontologies in the semantic web notations.
J. Biomed. Informatics, 2013

A semantic-web oriented representation of the clinical element model for secondary use of electronic health records data.
J. Am. Medical Informatics Assoc., 2013

Using Linked Data for Mining Drug-Drug Interactions in Electronic Health Records.
Proceedings of the MEDINFO 2013, 2013

Phenotyping on EHR Data Using OWL and Semantic Web Technologies.
Proceedings of the Smart Health - International Conference, 2013

Mining Anti-coagulant Drug-Drug Interactions from Electronic Health Records Using Linked Data.
Proceedings of the Data Integration in the Life Sciences - 9th International Conference, 2013

Mining drug-drug interaction patterns from linked data: A case study for Warfarin, Clopidogrel, and Simvastatin.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Using standardized clinical data modeling and knowledge representation to compute pharmacogenomic data elements.
Proceedings of the AMIA 2013, 2013

Mining Drug-Drug Interaction Patterns from Linked Clinical Data.
Proceedings of the AMIA 2013, 2013

PhenotypePortal: An Open-Source Library and Platform for Authoring, Executing and Visualization of Electronic Health Records Driven Phenotyping Algorithms.
Proceedings of the AMIA 2013, 2013

2012
Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: The SHARPn project.
J. Biomed. Informatics, 2012

Importance of multi-modal approaches to effectively identify cataract cases from electronic health records.
J. Am. Medical Informatics Assoc., 2012

Applying semantic web technologies for phenome-wide scan using an electronic health record linked Biobank.
J. Biomed. Semant., 2012

Integrating VA's NDF-RT Drug Terminology with PharmGKB: Preliminary Results.
Proceedings of the Biocomputing 2012: Proceedings of the Pacific Symposium, 2012

Applying linked data principles to represent patient's electronic health records at Mayo clinic: a case report.
Proceedings of the ACM International Health Informatics Symposium, 2012

Requirements and Strategy for the Development of a Pediatric Drug Ontology.
Proceedings of the 3rd International Conference on Biomedical Ontology (ICBO 2012), 2012

A Semantic-Web Oriented Representation of Clinical Element Model for Secondary Use of Electronic Healthcare Data.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

An Evaluation of the NQF Quality Data Model for Representing Electronic Health Record Driven Phenotyping Algorithms.
Proceedings of the AMIA 2012, 2012

A Distributed Semantic Web Approach for Cohort Identification.
Proceedings of the AMIA 2012, 2012

Mining Genotype-Phenotype Associations from Electronic Health Records and Biorepositories using Semantic Web Technologies.
Proceedings of the AMIA 2012, 2012

Mining the Human Phenome using Semantic Web Technologies: A Case Study for Type 2 Diabetes.
Proceedings of the AMIA 2012, 2012

Using Electronic Health Records to Identify Patient Cohorts for Drug-Induced Thrombocytopenia, Neutropenia and Liver Injury.
Proceedings of the AMIA 2012, 2012

Modeling and Executing Electronic Health Records Driven Phenotyping Algorithms using the NQF Quality Data Model and JBoss® Drools Engine.
Proceedings of the AMIA 2012, 2012

Visualization and Reporting of Results for Electronic Health Records Driven Phenotyping using the Open-Source popHealth Platform.
Proceedings of the AMIA 2012, 2012

Using PheWAS to Assess Pleiotropy of Genetic Risk Scores for Rheumatoid Arthritis and Coronary Artery Disease in the eMERGE Network.
Proceedings of the AMIA 2012, 2012

Using Electronic Health Records to Identify Heart Failure Cohorts with Differentiation for Preserved and Reduced Ejection Fraction.
Proceedings of the AMIA 2012, 2012

2011
Mapping clinical phenotype data elements to standardized metadata repositories and controlled terminologies: the eMERGE Network experience.
J. Am. Medical Informatics Assoc., 2011

Letter: Further revamping VA's NDF-RT drug terminology for clinical research.
J. Am. Medical Informatics Assoc., 2011

The linked clinical data project: applying semantic web technologies for clinical and translational research using electronic medical records.
Proceedings of the 4th International Workshop on Semantic Web Applications and Tools for the Life Sciences, 2011

Using RxNorm to Extract Medication Data from Electronic Health Records in the Rochester Epidemiology Project.
Proceedings of the 2nd International Conference on Biomedical Ontology, 2011

An Ontological Representation of Adverse Drug Events.
Proceedings of the 2nd International Conference on Biomedical Ontology, 2011

2010
Comparing and evaluating terminology services application programming interfaces: RxNav, UMLSKS and LexBIG.
J. Am. Medical Informatics Assoc., 2010

Analyzing categorical information in two publicly available drug terminologies: RxNorm and NDF-RT.
J. Am. Medical Informatics Assoc., 2010

Leveraging informatics for genetic studies: use of the electronic medical record to enable a genome-wide association study of peripheral arterial disease.
J. Am. Medical Informatics Assoc., 2010

2009
Formalizing ICD coding rules using Formal Concept Analysis.
J. Biomed. Informatics, 2009

Implementation Brief: LexGrid: A Framework for Representing, Storing, and Querying Biomedical Terminologies from Simple to Sublime.
J. Am. Medical Informatics Assoc., 2009

Survey of modular ontology techniques and their applications in the biomedical domain.
Integr. Comput. Aided Eng., 2009

2008
MOSCOE: an Approach for Composing Web Services through Iterative Reformulation of Functional Specifications.
Int. J. Artif. Intell. Tools, 2008

Adopting Graph Traversal Techniques for Context-Driven Value Sets Extraction from Biomedical Knowledge Sources.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Modular ontology techniques and their applications in the biomedical domain.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

LexValueSets: An Approach for Context-Driven Value Sets Extraction.
Proceedings of the AMIA 2008, 2008

LexSearch: An Approach for Leveraging Semantic Annotations to Searching Ontologies.
Proceedings of the Semantic Scientific Knowledge Integration, 2008

Composing Web Services through Automatic Reformulation of Service Specifications.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007
Assembling Composite Web Services from Autonomous Components.
Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007

On Context-Specific Substitutability of Web Services.
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Integrated Decision Algorithms for Auto-steered Electric Transmission System Asset Management.
Proceedings of the Computational Science, 2007

Business-Activity Driven Search: Addressing the Information Needs of Services Professionals.
Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2006
Selecting and Composing Web Services through Iterative Reformulation of Functional Specifications.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

A Service-Oriented Architecture for Electric Power Transmission System Asset Management.
Proceedings of the Service-Oriented Computing, 2006

Modeling Web Services by Iterative Reformulation of Functional and Non-functional Requirements.
Proceedings of the Service-Oriented Computing, 2006

MoSCoE: A Framework for Modeling Web Service Composition and Execution.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

Condition Data Aggregation with Application to Failure Rate Calculation of Power Transformers.
Proceedings of the 39th Hawaii International International Conference on Systems Science (HICSS-39 2006), 2006

Parallel Web Service Composition in MoSCoE: A Choreography-Based Approach.
Proceedings of the Fourth IEEE European Conference on Web Services (ECOWS 2006), 2006

Learning Classifiers from Distributed, Ontology-Extended Data Sources.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005
A framework for semantic web services discovery.
Proceedings of the Seventh ACM International Workshop on Web Information and Data Management (WIDM 2005), 2005

Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources.
Proceedings of the Discovery Science, 8th International Conference, 2005

Information Integration and Knowledge Acquisition from Semantically Heterogeneous Biological Data Sources.
Proceedings of the Data Integration in the Life Sciences, Second InternationalWorkshop, 2005

Information Integration from Semantically Heterogeneous Biological Data Sources.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

2004
Ontology-Extended Component-Based Workflows : A Framework for Constructing Complex Workflows from Semantically Heterogeneous Software Components.
Proceedings of the Semantic Web and Databases, Second International Workshop, 2004

Learning Classifiers from Semantically Heterogeneous Data.
Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

2003
Information Extraction and Integration from Heterogeneous, Distributed, Autonomous Information Sources : A Federated Ontology-Driven Query-Centric Approach.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003


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