selected scholarly activity
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books
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chapters
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conferences
- A Model for Detecting Abnormality in Activities of Daily Living Sequences Using Inverse Reinforcement Learning. Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing. 1031-1033. 2024
- Enhanced and Explainable Deep Learning-Based Intrusion Detection in IoT Networks. MILCOM 2023 - 2023 IEEE Military Communications Conference (MILCOM). 649-654. 2023
- Paying Attention to the Insider Threat. Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE. 549-552. 2022
- A Transformer-based Model for Older Adult Behavior Change Detection. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI). 27-35. 2022
- Can language help in the characterization of user behavior? feature engineering experiments with Word2Vec. Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE. 371-374. 2020
- Drishti: A Sense-Plan-Act Extension to Open mHealth Framework Using FHIR. 2019 IEEE/ACM 1st International Workshop on Software Engineering for Healthcare (SEH). 49-52. 2019
- A User Behavior-Based Approach to Detect the Insider Threat in Distributed Diagnostic Imaging Systems. Proceedings of the IEEE Symposium on Computer-Based Medical Systems. 300-305. 2016
- Security middleware infrastructure for medical imaging system integration and monitoring. 2016 18th International Conference on Advanced Communication Technology (ICACT). 1-1. 2016
- Security middleware infrastructure for medical imaging system integration. International Conference on Advanced Communication Technology, ICACT. 353-357. 2015
- Federated Service-Based Authentication Provisioning for Distributed Diagnostic Imaging Systems. Proceedings of the IEEE Symposium on Computer-Based Medical Systems. 344-347. 2015
- OpenID connect as a security service in Cloud-based diagnostic imaging systems. Proceedings of SPIE - The International Society for Optical Engineering. 2015
- Synthesizing Scenario-based Dataset for User Behavior Pattern Mining 2015
- An Agent-Based Infrastructure for Secure Medical Imaging System Integration. Proceedings of the IEEE Symposium on Computer-Based Medical Systems. 72-77. 2014
- Integrating Data from EHRs to Enhance Clinical Decision Making: The Inflammatory Bowel Disease Case. Proceedings of the IEEE Symposium on Computer-Based Medical Systems. 531-+. 2014
- HL7 FHIR: An Agile and RESTful approach to healthcare information exchange. Proceedings / IEEE International Symposium on Computer-Based Medical Systems. IEEE International Symposium on Computer-Based Medical Systems. 326-331. 2013
- Committee. 2013 5th International Workshop on Software Engineering in Health Care (SEHC). iii-iv. 2013
- HL7 FHIR: An Agile and RESTful approach to healthcare information exchange. Proceedings of the IEEE Symposium on Computer-Based Medical Systems. 326-331. 2013
- Identifying distributed features in SOA by mining dynamic call trees. 2011 27th IEEE International Conference on Software Maintenance (ICSM). 73-82. 2011
- Virtual Remote Nursing system. 2011 IEEE Consumer Communications and Networking Conference (CCNC). 13-17. 2011
- Light-weight protocol simulation for binary data exchange over heterogeneous networks. Proceedings of the 2010 Spring Simulation Multiconference. 104-104. 2010
- A Framework for Context-Aware Services Using Service Customizer. International Conference on Advanced Communication Technology, ICACT. 1339-1344. 2010
- A Framework for SOA-based Cross-Domain Interoperability 2010
- Client-side Service Composition Using Generic Service Representative. Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research - CASCON '10. 238-238. 2010
- Scenario-oriented information extraction from electronic health records. Proceedings of the IEEE Symposium on Computer-Based Medical Systems. 455-459. 2009
- Tool-assisted healthcare knowledge to HL7 message translation. 2009 ICME International Conference on Complex Medical Engineering. 102-108. 2009
- A modular event-based architecture for workflow systems. Proceedings of the 9th IASTED International Conference on Software Engineering and Applications, SEA 2008. 70-76. 2008
- Behavior-driven design pattern recovery. Proceedings of the 9th IASTED International Conference on Software Engineering and Applications, SEA 2008. 179-185. 2008
- Dynamic analysis and design pattern detection in Java programs. 20th International Conference on Software Engineering and Knowledge Engineering, SEKE 2008. 842-846. 2008
- Knowledge transformation from task scenarios to view-based design diagrams. 20th International Conference on Software Engineering and Knowledge Engineering, SEKE 2008. 26-32. 2008
- Minimized Domain Knowledge for SOA-Based Interoperability. 2008 IEEE Asia-Pacific Services Computing Conference. 500-506. 2008
- Cross-domain information and service interoperability. Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services. 25-32. 2008
- Standard-based data and service interoperability in eHealth systems. 2008 IEEE International Conference on Software Maintenance. 187-196. 2008
- Behavior-Based Access Control for Distributed Healthcare Environment. Proceedings of the IEEE Symposium on Computer-Based Medical Systems. 126-131. 2008
- An Amalgamated Dynamic and Static Architecture Reconstruction Framework to Control Component Interactions 259. Proceedings - Working Conference on Reverse Engineering, WCRE. 259-268. 2007
- Mined-Knowledge and Decision Support Services in Electronic Health. International Workshop on Systems Development in SOA Environments (SDSOA'07: ICSE Workshops 2007). 10. 2007
- A Multi-view Toolkit to Assist Software Integration and Evolution. Proceedings of the Euromicro Conference on Software Maintenance and Reengineering, CSMR. 337-+. 2007
- Application of execution pattern mining and concept lattice analysis on software structure evaluation. 18th International Conference on Software Engineering and Knowledge Engineering, SEKE 2006. 302-308. 2006
- Alborz: An Interactive Toolkit to Extract Static and Dynamic Views of a Software System. Proceedings - IEEE Workshop on Program Comprehension. 256-+. 2006
- An Orchestrated Multi-view Software Architecture Reconstruction Environment. Proceedings - Working Conference on Reverse Engineering, WCRE. 61-70. 2006
- Dynamic Analysis of Software Systems using Execution Pattern Mining. Proceedings - IEEE Workshop on Program Comprehension. 84-+. 2006
- Incoporating Data Mining Applications into Clinical Guildelines. Proceedings of the IEEE Symposium on Computer-Based Medical Systems. 321-+. 2006
- Interoperability of Data and Knowledge in Distributed Health Care Systems. 13th IEEE International Workshop on Software Technology and Engineering Practice (STEP'05). 230-+. 2005
- On modeling software architecture recovery as graph matching. International Conference on Software Maintenance, 2003. ICSM 2003. Proceedings.. 224-234. 2003
- A graph pattern matching approach to software architecture recovery. Proceedings IEEE International Conference on Software Maintenance. ICSM 2001. 408-419. 2001
- A software evaluation model using component association views. Proceedings - IEEE Workshop on Program Comprehension. 259-268. 2001
- Alborz: a query-based tool for software architecture recovery. Proceedings - IEEE Workshop on Program Comprehension. 115-116. 2001
- Component clustering based on maximal association. EIGHTH WORKING CONFERENCE ON REVERSE ENGINEERING, PROCEEDINGS. 103-114. 2001
- Component clustering based on maximal association. Proceedings Eighth Working Conference on Reverse Engineering. 103-114. 2001
- A pattern matching framework for software architecture recovery and restructuring. Proceedings - IEEE Workshop on Program Comprehension. 37-47. 2000
- Architectural design recovery using data mining techniques. Proceedings of the Euromicro Conference on Software Maintenance and Reengineering, CSMR. 129-139. 2000
- An infrastructure for secure sharing of medical images between PACS and EHR systems. 245-259.
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journal articles
- Synthetic Behavior Sequence Generation Using Generative Adversarial Networks. ACM Transactions on Computing for Healthcare. 4:1-23. 2023
- Foreword. Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE. 2023-July:IX. 2023
- LesionMap: A Method and Tool for the Semantic Annotation of Dermatological Lesions for Documentation and Machine Learning (Preprint) 2020
- LesionMap: A Method and Tool for the Semantic Annotation of Dermatological Lesions for Documentation and Machine Learning. JMIR Dermatology. 3:e18149-e18149. 2020
- Public Health Information Systems: From Data to Knowledge 2020
- FHIRForm: An Open-Source Framework for the Management of Electronic Forms in Healthcare.. Studies in Health Technology and Informatics. 257:80-85. 2019
- An expressive event-based language for representing user behavior patterns. Journal of Intelligent Information Systems. 49:435-459. 2017
- OpenID Connect as a security service in cloud-based medical imaging systems. Journal of Medical Imaging. 3:026501-026501. 2016
- Knowledge-Driven User Behavior Pattern Discovery for System Security Enhancement. International Journal of Software Engineering and Knowledge Engineering. 26:379-404. 2016
- Security Middleware Infrastructure for Medical Imaging System Integration and Monitoring. International Conference on Advanced Communication Technology, ICACT. 4:736-744. 2015
- Behavior-Based Access Control for Distributed Healthcare Environment. Journal of Computer Security. 21:1-39. 2013
- HL7 v3 message extraction using Semantic Web techniques. International Journal of Knowledge Engineering and Data Mining. 2:89-89. 2012
- Modeling service representatives in enterprise systems using generic agents. Service Oriented Computing and Applications. 5:245-264. 2011
- Incorporating hybrid CDSS in primary care practice management 2011
- DYNAMIC KNOWLEDGE EXTRACTION FROM SOFTWARE SYSTEMS USING SEQUENTIAL PATTERN MINING. International Journal of Software Engineering and Knowledge Engineering. 20:761-782. 2010
- A Framework for Data and Mined Knowledge Interoperability in Clinical Decision Support Systems. International Journal of Healthcare Information Systems and Informatics. 5:37-60. 2010
- A user‐assisted approach to component clustering. Journal of Software-Evolution and Process. 15:265-295. 2003
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other
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preprints