Tags: ml

Research Areas

  1. Semantic Web
  2. Web services

Publications

2022

  1. D. Ghosh, P. Gupta, S. Dixit, and R. Yus, "JENNER: Just-in-time Enrichment in Query Processing", InProceedings, Proceedings of the VLDB Endowment, September 2022, 39 downloads.
  2. A. Padia, F. Ferraro, and T. Finin, "Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems", InProceedings, Proceedings of the Third Deep Learning Inside Out (DeeLIO):Workshop: Knowledge Extraction and Integration for Deep Learning Architecture, May 2022, 152 downloads.
  3. A. Chio, D. Jiang, P. Gupta, G. Bouloukakis, R. Yus, S. Dixit, and N. Venkatasubramanian, "SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations", InProceedings, IEEE International Conference on Pervasive Computing and Communications (PerCom), March 2022, 26 downloads.
  4. S. Mitra, A. Piplai, S. Mittal, and A. Joshi, "Combating Fake Cyber Threat Intelligence using Provenance in Cybersecurity Knowledge Graphs", IEEE International Conference on Big Data 2021, January 2022, 436 downloads.

2021

  1. P. Ranade, A. Piplai, A. Joshi, and T. Finin, "CyBERT: Contextualized Embeddings for the Cybersecurity Domain", InProceedings, IEEE International Conference on Big Data, December 2021, 916 downloads.
  2. K. M. Al Farabi, S. Sarkhel, S. Dey, and D. Venugopal, "Interpretable Explanations for Probabilistic Inference in Markov Logic", InProceedings, International Conference on Big Data, December 2021, 34 downloads.
  3. G. Shan, B. Zhao, J. Clavin, H. Zhang, and S. Duan, "Poligraph: Intrusion-Tolerant and Distributed Fake News Detection System", Article, IEEE Transactions on Information Forensics and Security, November 2021.
  4. A. Kotal, A. Joshi, and K. P. Joshi, "The Effect of Text Ambiguity on creating Policy Knowledge Graphs", InProceedings, IEEE International Conference on Big Data and Cloud Computing (BDCloud 2021), September 2021, 337 downloads.
  5. L. Elluri, A. Piplai, A. Kotal, A. Joshi, and K. P. Joshi, "A Policy-Driven Approach to Secure Extraction of COVID-19 Data From Research Papers", Article, Frontiers in Big Data, doi: 10.3389/fdata.2021.701966, August 2021, 221 downloads.
  6. R. Ayanzadeh, J. E. Dorband, M. Halem, and T. Finin, "Multi-Qubit Correction for Quantum Annealers", Article, Nature Scientific Reports, July 2021, 322 downloads.
  7. J. Sleeman, T. Finin, and M. Halem, "Understanding Cybersecurity Threat Trends through Dynamic Topic Modeling", Article, Frontiers in Big Data, June 2021, 133 downloads.

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, 357 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, 744 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, 977 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, 475 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, 306 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, 1458 downloads.
  2. Y. Gui, "Convexification and Deconvexification for Training Artificial Neural Networks", PhdThesis, May 2016, 158 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, 867 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, 150 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, 940 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, 962 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, 1219 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, 168 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. V. Agrawal, L. Shastri, M. Singh, and T. Finin, "Activity Context Representation: Techniques and Languages", InProceedings, February 2011.
  3. 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, 1149 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, 1281 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, 1254 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, 1494 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, 590 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, 2049 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, 2033 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, 2040 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, 3058 downloads, 73 citations.
  2. M. Sheshagiri, "Automatic Composition and Invocation of Semantic Web Services", MastersThesis, UMBC, August 2004, 2712 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, 1262 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, 2173 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, 4258 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, 4522 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, 7740 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, 7399 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, 1448 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, 2635 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, 2064 downloads.
  9. X. Luan, Y. Peng, and T. Finin, "Learning in the Broker Agent", InBook, Innovative Concepts for Agent-Based Systems, January 2003, 1134 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, 1135 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, 2613 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, 3029 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, 4040 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, 5275 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, 3314 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, 2153 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, 2614 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, 702 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, 752 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, 4549 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, 4382 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, 4546 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, 5663 downloads, 96 citations.
  3. H. Chen and S. Tolia, "Steps Towards Creating a Context-Aware Agent System", TechReport, September 2001, 2936 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, 4128 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, 2491 downloads, 9 citations.

1999

  1. L. Kagal, V. Korolev, A. Joshi, T. Finin, and Y. Yesha, "A Highly Adaptable Infrastructure for Service Discovery and Management in Ubiquitous Computing", TechReport, Technical Report, TR CS-01-06, November 1999, 115 downloads.
  2. 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, 2188 downloads, 23 citations.
  3. 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, 2883 downloads, 5 citations.
  4. R. S. Cost, "A framework for developing conversational agents", PhdThesis, University of Maryland, Baltimore County, August 1999, 401 downloads.
  5. 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, 902 downloads.
  6. Y. K. Labrou, T. Finin, and Y. Peng, "The current landscape of Agent Communication Languages", Article, IEEE Intelligent Systems, March 1999, 2197 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, 9468 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, 1159 downloads.
  3. M. A. Rabi, "Relationships among security and algebraic properties of cryptographic objects, and a security infrastructure for agent communication languages", PhdThesis, University of Maryland, Baltimore County, July 1998, 168 downloads.
  4. 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, 2276 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, 863 downloads.

1996

  1. Y. K. Labrou, "Semantics for an Agent Communication Language", PhdThesis, UMBC, August 1996, 180 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, 2134 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, 1448 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, 263 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, 362 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, 2973 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, 1140 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, 146 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, 927 downloads.

Source Code

  1. DAML4Jess