Tags: ml

Research Areas

  1. Semantic Web
  2. Web services

Publications

2020

  1. L. Elluri, K. P. Joshi, and A. Kotal, "Measuring Semantic Similarity across EU GDPR Regulation and Cloud Privacy Policies", InProceedings, 7th International Workshop on Privacy and Security of Big Data (PSBD 2020), in conjunction with 2020 IEEE International Conference on Big Data (IEEE BigData 2020), December 2020, 106 downloads.
  2. A. Piplai, P. Ranade, A. Kotal, S. Mittal, S. N. Narayanan, and A. Joshi, "Using Knowledge Graphs and Reinforcement Learning for Malware Analysis", InProceedings, IEEE International Conference on Big Data 2020, December 2020, 241 downloads.
  3. J. Sleeman, M. Halem, V. Caicedo, B. Demoz, and R. M. Delgado, "A Deep Machine Learning Approach for LIDAR Based Boundary Layer Height Detection", InProceedings, IEEE International Geoscience and Remote Sensing Symposium, October 2020.
  4. C. H. Song, D. Lawrie, and T. Finin, "Improving Neural Named Entity Recognition with Gazetteers", Article, arXiv:2003.03072, March 2020, 270 downloads.
  5. R. Ayanzadeh, M. Halem, and T. Finin, "Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach", Article, arXiv:2001.00234 [quant-ph], January 2020, 321 downloads.

2019

  1. A. Diaz, A. Sherman, and A. Joshi, "Phishing in an academic community: A study of user susceptibility and behavior", Article, Crypologia, August 2019, 179 downloads.

2016

  1. A. Gupta, S. Mittal, K. P. Joshi, C. Pearce, and A. Joshi, "Streamlining Management of Multiple Cloud Services", InProceedings, IEEE International Conference on Cloud Computing, June 2016, 1298 downloads.
  2. Y. Gui, "Convexification and Deconvexification for Training Artificial Neural Networks", PhdThesis, May 2016, 57 downloads.

2015

  1. C. Grasso, A. Joshi, and E. Siegel, "Beyond NER: Towards Semantics in Clinical Text", InProceedings, Biomedical Data Mining, Modeling, and Semantic Integration (BDM2I); co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, PA (USA), October 2015, 744 downloads.
  2. J. Lo, Y. Gui, and Y. Peng, "The Normalized Risk-Averting Error Criterion for Avoiding Nonglobal Local Minima in Training Neural Networks", Article, Neurocomputing, February 2015, 55 downloads.

2013

  1. J. Lee, K. Jung, B. Kim, Y. Peng, and H. Cho, "Semantic web-based supplier discovery system for building a long-term supply chain", Article, International Journal of Computer Integrated Manufacturing, November 2013.
  2. P. McNamee, T. Finin, D. Lawrie, and J. Mayfield, "HLTCOE Participation at TAC 2013", InProceedings, Proceedings of the Sixth Text Analysis Conference, November 2013, 820 downloads.
  3. J. Martineau, D. Cheng, and T. Finin, "TISA: Topic Independence Scoring Algorithm", InProceedings, Proceedings of the 9th Internastional Conference on Machine Learning and Data Mining, July 2013, 842 downloads.
  4. P. McNamee, J. Mayfield, T. Finin, T. Oates, D. Lawrie, T. Xu, and D. Oard, "KELVIN: a tool for automated knowledge base construction", InProceedings, Proc. Conf. of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, June 2013, 1104 downloads.

2012

  1. J. Lo, Y. Gui, and Y. Peng, "Overcoming the Local-Minimum Problem in Training Multilayer Perceptrons with the NRAE Training Method", InProceedings, Ninth International Symposium on Neural Networks (ISNN 2012), July 2012, 55 downloads.

2011

  1. L. Han, T. Finin, P. McNamee, A. Joshi, and Y. Yesha, "Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy", TechReport, University of Maryland, Baltimore County, June 2011.
  2. J. Kim, Y. Peng, N. Ivezik, and J. Shin, "An Optimization Approach for Semantic-based XML Schema Matching", Article, International Journal of Trade, Economics, and Finance, January 2011, 1018 downloads.

2010

  1. J. Kim, Y. Peng, N. Ivezik, and J. Shin, "Semantic-based Optimal XML Schema Matching: A Mathematical Programming Approach", InProceedings, The Proceedings of International Conference on E-business, Management and Economics, December 2010, 1186 downloads.
  2. I. Mayk, A. Patwardhan, and e., "Tactical Information Technology for Assured Network Operations Information Dissemination and Management for Battle Command Support Services", InProceedings, Proceedings of the 27th Army Science Conference, November 2010, 1152 downloads.
  3. J. Kim and Y. Peng, "A semantic similarity analysis for data mappings between heterogeneous XML schemas", InBook, Electronic Business Interoperability: Concepts, Opportunities and Challenges, January 2010, 1395 downloads.

2009

  1. J. Kim, S. Lee, M. Halem, and Y. Peng, "Semantic Similarity Analysis of XML Schema using Grid Computing", InProceedings, Proceedings of the IEEE International Conference on Information Reuse and Integration, August 2009, 457 downloads.
  2. K. Burton, A. Java, and I. Soboroff, "The ICWSM 2009 Spinn3r Dataset", InProceedings, Third Annual Conference on Weblogs and Social Media (ICWSM 2009), May 2009, 24 citations.

2008

  1. J. Kim, Y. Peng, B. Kulvatunyou, N. Ivezik, and A. Jones, "A Layered Approach to Semantic Similarity Analysis of XML Schemas", InProceedings, Proceedings of the 2008 IEEE International Conference on Information Reuse and Integration, July 2008, 1943 downloads, 1 citation.
  2. C. Tilmes, "Standardizing Interfaces for External Access to Data and Processing for the NASA Ozone Product Evaluation And Test Element", InProceedings, Proceedings of the 2008 Geoinformatics Conference , July 2008.
  3. C. Fink, T. Finin, J. Mayfield, and C. Piatko, "OWL as a Target for Information Extraction Systems", InProceedings, OWLED 2008 DC, OWL: Experiences and Directions, April 2008, 1905 downloads.

2007

  1. C. Parr, J. Sachs, L. Han, and T. Wang, "RDF123 and Spotter: Tools for generating OWL and RDF for biodiversity data in spreadsheets and unstructured text", InProceedings, Proceedings of Biodiversity Information Standards Annual Conference (TDWG 2007), October 2007, 1888 downloads, 3 citations.
  2. O. Walavalkar, "Streaming Knowledge Bases", MastersThesis, University of Maryland, Baltimore County, August 2007, 4 citations.
  3. M. Halem, Y. Yesha, C. Tilmes, D. Chapman, M. Goldberg, and L. Zhou, "A Web Service Tool (SOAR) for the Dynamic Generation of L1 Grids of Coincident AIRS, AMSU and MODIS Satellite Sounding Radiance Data for Climate Studies", Article, EOS Transactions, June 2007.

2004

  1. D. Khushraj, O. Lassila, and T. Finin, "sTuples: Semantic Tuple Spaces", InProceedings, First Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous’04), August 2004, 2836 downloads, 73 citations.
  2. M. Sheshagiri, "Automatic Composition and Invocation of Semantic Web Services", MastersThesis, UMBC, August 2004, 2599 downloads, 11 citations.
  3. A. Kunjithapatham, "Personal Agents on Semantic Web", MastersThesis, UMBC, January 2004.
  4. D. Khushraj, "Semantic Tuple Spaces: A Coordination", MastersThesis, University of Maryland, Baltimore County, January 2004.
  5. J. Undercofer, A. Joshi, T. Finin, and J. Pinkston, "Using DAML+ OIL to classify intrusive behaviours", Article, Knowledge Engineering Review, January 2004, 1125 downloads, 3 citations.
  6. W. Krueger, J. Nilsson, T. Oates, and T. Finin, "Automatically Generated DAML Markup for Semistructured Documents", InBook, Agent Mediated Knowledge Management,, January 2004, 2064 downloads, 11 citations.

2003

  1. D. Khushraj, T. Finin, and A. Joshi, "Semantic Tuple Spaces: A Coordination Infrastructure in Mobile Environments", InProceedings, Proceedings of the Second International Semantic Web Conference , September 2003, 3 citations.
  2. G. Denker, L. Kagal, T. Finin, K. Sycara, and M. Paoucci, "Security for DAML Web Services: Annotation and Matchmaking", InProceedings, Second International Semantic Web Conference , September 2003, 4092 downloads, 125 citations.
  3. J. Undercofer, A. Joshi, and J. Pinkston, "Modeling Computer Attacks: An Ontology for Intrusion Detection", InProceedings, The Sixth International Symposium on Recent Advances in Intrusion Detection, September 2003, 4200 downloads, 19 citations.
  4. H. Chen, T. Finin, and A. Joshi, "An Ontology for Context-Aware Pervasive Computing Environments", Article, Knowledge Engineering Review (Special Issue on Ontologies for Distributed Systems), September 2003, 7576 downloads, 614 citations.
  5. H. Chen, T. Finin, and A. Joshi, "An Ontology for Context-Aware Pervasive Computing Environments", Article, Workshop on Ontologies and Distributed Systems, August 2003, 7023 downloads, 614 citations.
  6. J. Undercofer, A. Joshi, T. Finin, and J. Pinkston, "A Target-Centric Ontology for Intrusion Detection", InProceedings, Workshop on Ontologies in Distributed Systems, held at The 18th International Joint Conference on Artificial Intelligence, July 2003, 1260 downloads, 50 citations.
  7. M. Sheshagiri, M. desJardins, and T. Finin, "A Planner for Composing Services Described in DAML-S", InProceedings, Proceedings of the AAMAS Workshop on Web Services and Agent-based Engineering,, June 2003, 2488 downloads, 159 citations.
  8. B. Grosof, M. Gandhe, and T. Finin, "SweetJess: Inferencing in Situated Courteous RuleML via Translation to and from Jess Rules", TechReport, May 2003, 1938 downloads.
  9. X. Luan, Y. Peng, and T. Finin, "Learning in the Broker Agent", InBook, Innovative Concepts for Agent-Based Systems, January 2003, 1021 downloads.
  10. Y. Zou, T. Finin, Y. Peng, A. Joshi, and R. S. Cost, "Agent Communication in DAML World", InBook, Innovative Concepts for Agent-Based Systems, January 2003, 1010 downloads.

2002

  1. L. Kagal, V. Korolev, S. Avancha, A. Joshi, T. Finin, and Y. Yesha, "Centaurus : An Infrastructure for Service Management in Ubiquitous Computing", Article, ACM Wireless Networks Journal, November 2002, 2463 downloads, 19 citations.
  2. L. Kagal, V. Korolev, S. Avancha, A. Joshi, and T. Finin, "An Approach to Dynamic Service Management in Pervasive Computing", InProceedings, Proceedings of the Grace Hopper Celebration of Women in Computing, October 2002, 2827 downloads.
  3. D. Chakraborty, A. Joshi, T. Finin, and Y. Yesha, "GSD: A Novel Group-based Service Discovery Protocol for MANETs", InProceedings, 4th IEEE Conference on Mobile and Wireless Communications Networks (MWCN), September 2002, 3851 downloads, 218 citations.
  4. L. Kagal, T. Finin, and A. Joshi, "Developing Secure Agent Systems Using Delegation Based Trust Management", InProceedings, Security of Mobile Multi-Agent Systems Workshop, Autonomous Agents and Multiagent Systems (AAMAS 2002) , July 2002, 5122 downloads, 38 citations.
  5. S. Prasad, Y. Peng, and T. Finin, "Using Explicit Information To Map Between Two Ontologies", InProceedings, AAMAS 2002 Workshop on Ontologies and Agent Systems, July 2002, 3179 downloads, 19 citations.
  6. Y. Peng, Y. Zou, and X. Luan, "Semantic resolution for e-commerce", InProceedings, Proceedings of the first international joint conference on Autonomous agents and multiagent systems, July 2002, 2047 downloads, 17 citations.
  7. M. Gandhe, T. Finin, and B. Grosof, "SweetJess: Translating DamlRuleML to Jess", InProceedings, International Workshop on Rule Markup Languages for Business Rules on the Semantic Web in conjunction with ISWC2002, June 2002, 2500 downloads, 51 citations.
  8. A. Joshi, T. Finin, and Y. Yesha, "Me-Services: A Framework for Secure & Personalized Discovery, Composition and Management of Services in Pervasive Environments", InProceedings, International Workshop on Web Services, E-Business, and the Semantic Web, May 2002, 583 downloads.
  9. S. Cranefield, S. Willmott, and T. Finin, "Introduction to the special issue on ontologies in agent systems", Article, Knowledge Engineering Review, March 2002, 623 downloads.
  10. L. Kagal, F. Perich, H. Chen, S. Tolia, Y. Zou, A. Joshi, Y. Peng, R. S. Cost, and C. Nicholas, "Agents Making Sense of the Semantic Web", InProceedings, First GSFC/JPL Workshop on Radical Agent Concepts (WRAC), January 2002, 4262 downloads, 9 citations.
  11. R. S. Cost, T. Finin, A. Joshi, Y. Peng, C. Nicholas, I. Soboroff, H. Chen, L. Kagal, F. Perich, Y. Zou, and S. Tolia, "ITtalks: A Case Study in the Semantic Web and DAML+OIL", Article, IEEE Intelligent Systems Special Issue, January 2002, 4169 downloads, 66 citations.

2001

  1. F. Perich, R. S. Cost, T. Finin, A. Joshi, Y. Peng, C. Nicholas, H. Chen, L. Kagal, Y. Zou, and S. Tolia, "ITTALKS: An Application of Agents in the Semantic Web", InProceedings, Engineering Societies in the Agents World (ESAW 2001), December 2001, 4311 downloads, 5 citations.
  2. D. Chakraborty, F. Perich, S. Avancha, and A. Joshi, "DReggie: Semantic Service Discovery for M-Commerce Applications", InProceedings, Workshop on Reliable and Secure Applications in Mobile Environment, In Conjunction with 20th Symposium on Reliable Distributed Systems (SRDS), October 2001, 5517 downloads, 96 citations.
  3. H. Chen and S. Tolia, "Steps Towards Creating a Context-Aware Agent System", TechReport, September 2001, 2815 downloads, 21 citations.
  4. R. S. Cost, T. Finin, A. Joshi, Y. Peng, C. Nicholas, H. Chen, L. Kagal, F. Perich, Y. Zou, and S. Tolia, "ITTALKS: A Case Study in the Semantic Web and DAML", InProceedings, International Semantic Web Working Symposium (SWWS 2001), July 2001, 3989 downloads, 18 citations.

2000

  1. B. Grosof, "Knowledge-Based Electronic Markets", Proceedings, AAAI Press, August 2000, 2 citations.
  2. Y. K. Labrou and T. Finin, "History, State of the Art and Challenges for Agent Communication Languages", Article, Informatik/Informatique, January 2000, 2340 downloads, 9 citations.

1999

  1. R. S. Cost, Y. K. Labrou, X. Luan, Y. Peng, I. Soboroff, J. Mayfield, and A. Boughannam, "An Agent-based Infrastructure for Enterprise Integration", InProceedings, Proceedings of the First International Symposium on Agent Systems and Applications, October 1999, 2077 downloads, 23 citations.
  2. Y. Peng, H. Chen, L. Wang, Y. K. Labrou, and R. S. Cost, "An Agent System for Application Initialization in an Integrated Manufacturing Environment", InProceedings, Proceedings of the 3rd. World Multiconference on Systemics, Cybernetics and Informatics and The 5th. Int'l Conference on Information Systems Analysis and Synthesis (SCI'99/ISAS'99), August 1999, 2769 downloads, 5 citations.
  3. R. S. Cost, "A framework for developing conversational agents", PhdThesis, University of Maryland, Baltimore County, August 1999, 147 downloads.
  4. R. S. Cost, T. Finin, Y. K. Labrou, X. Luan, Y. Peng, I. Soboroff, J. Mayfield, and A. Boughannam, "Agent development with Jackal", InProceedings, Third annual conference on Autonomous Agents, May 1999, 779 downloads.
  5. Y. K. Labrou, T. Finin, and Y. Peng, "The current landscape of Agent Communication Languages", Article, IEEE Intelligent Systems, March 1999, 2088 downloads, 446 citations.

1998

  1. R. S. Cost, Y. K. Labrou, X. Luan, Y. Peng, I. Soboroff, J. Mayfield, and A. Boughannam, "Jackal: a Java-based Tool for Agent Development", InProceedings, Proceedings of the Workshop on Tools for Agent Development, July 1998, 9359 downloads, 61 citations.
  2. K. Decker, T. Finin, C. Manning, M. Singh, and J. Treur, "Implementing Multi-Agent Systems: Languages, Frameworks, and Standards", InProceedings, Proceedings of the AAAI Workshop on Software Tools for Developing Agents, July 1998, 1042 downloads.
  3. Q. He, K. Sycara, and T. Finin, "Personal Security Agent: KQML-based PKI", InProceedings, Proceedings of the 2nd International Conference on Autonomous Agents, May 1998, 2169 downloads, 49 citations.

1997

  1. R. S. Cost, I. Soboroff, J. Lakhani, T. Finin, and E. Miller, "TKQML: A Scripting Tool for Building Agents", InProceedings, 4th International conference on Agent Theories, Architectures, and Languages, July 1997, 746 downloads.

1996

  1. Y. K. Labrou, "Semantics for an Agent Communication Language", PhdThesis, UMBC, August 1996, 63 downloads, 234 citations.
  2. T. Finin, Y. K. Labrou, and J. Mayfield, "Evaluating KQML as an agent communication language", InBook, Intelligent Agents II -- Agent Theories, Architectures, and Languages, January 1996, 2009 downloads, 47 citations.
  3. J. Mayfield, Y. K. Labrou, and T. Finin, "Evaluation of KQML as an Agent Communication Language", InCollection, Intelligent Agents Volume II - 1995 Workshop on Agent Theories, Architectures and Languages, January 1996.

1995

  1. J. Mayfield, T. Finin, R. Narayanaswamy, C. Shah, W. MacCartney, and K. Goolsbey, "The Cycic Friends Network: getting Cyc agents to reason together", InProceedings, Proceedings of the ACM CIKM Intelligent Information Agents Workshop, December 1995, 1324 downloads, 5 citations.
  2. C. Thirunavukkarasu, T. Finin, and J. Mayfield, "Secret Agents - A Security Architecture for the KQML Agent Communication Language", InProceedings, CIKM'95 Intelligent Information Agents Workshop, October 1995, 151 downloads.
  3. C. Thirunavukkarasu, T. Finin, A. Potluri, D. P. McKay, and R. McEntire, "On Agent Domains, Agent Names and Proxy Agents", InProceedings, ACM CIKM Intelligent Information Agents Workshop, October 1995, 232 downloads.

1994

  1. T. Finin, R. Fritzson, D. P. McKay, and R. McEntire, "KQML as an agent communication language", InProceedings, Proceedings of the third international conference on Information and knowledge management , October 1994, 2569 downloads, 2225 citations.
  2. T. Finin, R. Fritzson, D. P. McKay, and R. McEntire, "KQML - A Language and Protocol for Knowledge and Information Exchange", InProceedings, 13th Int. Distributed Artificial Intelligence Workshop, July 1994, 992 downloads.
  3. T. Finin, D. P. McKay, R. Fritzson, and R. McEntire, "KQML: An Information and Knowledge Exchange Protocol", InBook, Knowledge Building and Knowledge Sharing, January 1994, 3 downloads.

1992

  1. T. Finin, R. Fritzson, and D. P. McKay, "A Language and Protocol to Support Intelligent Agent Interoperability", InProceedings, 4th National Symp. on Concurrent Engineering, CE & CALS, June 1992, 774 downloads.

Source Code

  1. DAML4Jess