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Past Projects

  1. Graph of Relations
  2. MTLD: Interpreting Medical Tables as Linked Data
  3. Semantic Discovery: Discovering Complex Relationships in Semantic Web

Publications

2022

  1. K. Roy, Y. Zi, V. Narayanan, M. Gaur, and A. Sheth, "KSAT: Knowledge-infused Self Attention Transformer -- Integrating Multiple Domain-Specific Contexts", TechReport, arXiv:2210.04307 [cs.CL], October 2022, 41 downloads.
  2. A. Sheth, M. Gaur, K. Roy, R. Venkataraman, and V. Khandelwal, "Process Knowledge-Infused AI: Toward User-Level Explainability, Interpretability, and Safety", Article, IEEE Internet Computing, September 2022, 78 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, 1044 downloads.
  2. J. Sleeman, I. Stajner, C. Keller, M. Halem, C. Hamer, R. Montuoro, B. Baker, and e., "The Integration of Artificial Intelligence for Improved Operational Air Quality Forecasting", InProceedings, AGU Fall Meeting 2021, December 2021.
  3. P. Ranade, A. Piplai, S. Mittal, A. Joshi, and T. Finin, "Generating Fake Cyber Threat Intelligence Using Transformer-Based Models", Proceedings, International Joint Conference on Neural Networks (IJCNN 2021), July 2021, 500 downloads.
  4. N. Pillai, C. Matuszek, and F. Ferraro, "Measuring Perceptual and Linguistic Complexity in Multilingual Grounded Language Data", InProceedings, 34th International FLAIRS Conference (FLAIRS-34), May 2021, 271 downloads.

2020

  1. A. T. Nguyen, L. E. Richards, G. Y. Kebe, E. Raff, K. Darvish, F. Ferraro, and C. Matuszek, "Practical Cross-modal Manifold Alignment for Grounded Language", Article, arXiv:2009.05147 [cs.CV], September 2020, 179 downloads.

2019

  1. A. Padia, K. Kalpakis, F. Ferraro, and T. Finin, "Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization", Article, Journal of Web Semantics, December 2019, 866 downloads.

2018

  1. A. Padia, F. Ferraro, and T. Finin, "SURFACE: Semantically Rich Fact Validation with Explanations", InCollection, arXiv, November 2018, 454 downloads.
  2. A. Padia, F. Ferraro, and T. Finin, "SURFACE: Semantically Rich Fact Validation with Explanations", Article, arXiv preprint arXiv:1810.13223, October 2018, 329 downloads.
  3. M. M. Rahman, "Understanding the Logical and Semantic Structure of Large Documents", PhdThesis, University of Maryland, Baltimore County, May 2018, 237 downloads.

2017

  1. T. Finin, D. Lawrie, J. Mayfield, P. McNamee, and C. Costello, "Participation in TAC KBP 2017: Cold Start TEDL and Low-resource EDL", InProceedings, Proceedings of the 2017 Text Analysis Workshop, November 2017, 630 downloads.

2016

  1. A. Padia, K. Kalpakis, and T. Finin, "Inferring Relations in Knowledge Graphs with Tensor Decompositions", InProceedings, IEEE International Conference on Big Data , December 2016, 1355 downloads.
  2. T. Finin, D. Lawrie, J. Mayfield, P. McNamee, J. Laspesa, and M. Latman, "HLTCOE Participation in TAC KBP 2016: Cold Start and EDL", InProceedings, Proceedings of the 2016 Text Analysis Workshop, November 2016, 1258 downloads.
  3. S. N. Narayanan, S. Mittal, and A. Joshi, "OBD SecureAlert: An Anomaly Detection System for Vehicles", InProceedings, IEEE Workshop on Smart Service Systems (SmartSys 2016), May 2016, 1378 downloads.

2015

  1. T. Finin, D. Lawrie, P. McNamee, J. Mayfield, D. Oard, N. Peng, N. Gao, Y. Lin, J. MacKin, and T. Dowd, "HLTCOE Participation in TAC KBP 2015: Cold Start and TEDL", InProceedings, Eighth Text Analysis Conference, November 2015, 802 downloads.
  2. W. Li, A. Joshi, and T. Finin, "SVM-CASE: An SVM-based Context Aware Security Framework for Vehicular Ad-hoc Networks", InProceedings, 82nd IEEE Vehicular Technology Conference, September 2015, 1356 downloads.
  3. L. Han, T. Finin, A. Joshi, and D. Cheng, "Querying RDF Data with Text Annotated Graphs", InProceedings, Proceedings of the 27th International Conference on Scientific and Statistical Database Management, June 2015, 2271 downloads.
  4. V. Mulwad, "TABEL - A Domain Independent and Extensible Framework for Inferring the Semantics of Tables", PhdThesis, University of Maryland, Baltimore County, January 2015, 2450 downloads.

2014

  1. J. Mayfield, P. McNamee, C. Harmon, T. Finin, and D. Lawrie, "KELVIN: Extracting Knowledge from Large Text Collections", InProceedings, AAAI Fall Symposium on Natural Language Access to Big Data, November 2014, 1442 downloads.
  2. T. Finin, P. McNamee, D. Lawrie, J. Mayfield, and C. Harmon, "Hot Stuff at Cold Start: HLTCOE participation at TAC 2014", InProceedings, Proceedings of the 7th Text Analysis Conference, October 2014, 1225 downloads.
  3. V. Mulwad, T. Finin, and A. Joshi, "Interpreting Medical Tables as Linked Data to Generate Meta-Analysis Reports", InProceedings, Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, August 2014, 1168 downloads.
  4. L. Han, "Schema Free Querying of Semantic Data", PhdThesis, University of Maryland, Baltimore County, August 2014, 1462 downloads.

2013

  1. P. McNamee, T. Finin, D. Lawrie, and J. Mayfield, "HLTCOE Participation at TAC 2013", InProceedings, Proceedings of the Sixth Text Analysis Conference, November 2013, 962 downloads.

2012

  1. P. McNamee, v. Stoyanov, J. Mayfield, T. Finin, T. Oates, T. Xu, D. Oard, and D. Lawrie, "HLTCOE Participation at TAC 2012: Entity Linking and Cold Start Knowledge Base Construction", InProceedings, Proceedings of the Fifth Text Analysis Conference (TAC 2012), November 2012, 1204 downloads.
  2. J. Mayfield and T. Finin, "Evaluating the Quality of a Knowledge Base Populated from Text", InProceedings, Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, June 2012, 4154 downloads.
  3. J. Sleeman, R. Alonso, H. Li, A. Pope, and A. Badia, "Opaque Attribute Alignment", InProceedings, Proceedings of the 3rd International Workshop on Data Engineering Meets the Semantic Web, April 2012, 1164 downloads.
  4. L. Han, T. Finin, and A. Joshi, "GoRelations: Towards an Intuitive Query System for RDF Data", TechReport, University of Maryland, Baltimore County, February 2012, 1289 downloads.

2011

  1. W. Li, A. Joshi, and T. Finin, "SAT: an SVM-based Automated Trust Management System for Mobile Ad-hoc Networks", InProceedings, Proceedings of the 2011 Military Communications Conference, November 2011, 1757 downloads.
  2. W. Li, P. Jagtap, L. Zavala, A. Joshi, and T. Finin, "CARE-CPS: Context-Aware tRust Evaluation for Wireless Networks in Cyber-Physical System Using Policies", InProceedings, Proceedings of the IEEE International Symposium on Policies for Distributed Systems and Networks, June 2011, 2058 downloads.
  3. R. Dharurkar, "Context-Aware Middleware for Activity Recognition", MastersThesis, University of Maryland, Baltimore County, May 2011, 1377 downloads.

2010

  1. e. and M. M. Rahman, "Fault tolerant variable block carry skip logic (vbcsl) using parity preserving reversible gates", Article, arXiv eprint , September 2010.
  2. A. Karandikar, "Clustering short status messages: A topic model based approach", MastersThesis, University of Maryland, Baltimore County, July 2010, 10054 downloads.

2009

  1. T. Finin, Z. Syed, J. Mayfield, P. McNamee, and C. Piatko, "Using Wikitology for Cross-Document Entity Coreference Resolution", InProceedings, Proceedings of the AAAI Spring Symposium on Learning by Reading and Learning to Read, March 2009, 2797 downloads, 7 citations.
  2. J. Mayfield and e., "Cross-Document Coreference Resolution: A Key Technology for Learning by Reading", InProceedings, Proceedings of the AAAI 2009 Spring Symposium on Learning by Reading and Learning to Read, March 2009, 3240 downloads, 6 citations.
  3. C. Tilmes, M. Linda, and A. J. Fleig, "Atmospheric Composition Processing System (ACPS)", Article, IEEE Transactions on Geoscience and Remote Sensing, January 2009.

2008

  1. J. Mayfield, B. J. Dorr, T. Finin, D. Oard, and C. Piatko, "Knowledge Base Evaluation for Semantic Knowledge Discovery", InProceedings, Proceedings of the NSF Sponsored Symposium Semantic Knowledge Discovery, Organization and Use, November 2008, 2486 downloads.
  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.

2007

  1. S. Agarwal, A. Joshi, T. Finin, Y. Yesha, and T. Ganous, "A Pervasive Computing System for the Operating Room of the Future", Article, Mobile Networks and Applications, August 2007, 3587 downloads.
  2. X. Zhu, D. Zhang, W. Li, and K. Huang, "A Prediction-Based Fair Replication Algorithm in Structured P2P Systems", InProceedings, Proceedings of the 4th International Conference on Autonomic and Trusted Computing, July 2007, 1608 downloads.
  3. M. A. Grasso and e., "Accuracy of the suspected blood indicator in detecting red lesions during wireless capsule endoscopy", Proceedings, American College of Physicians, Maryland Regional Associates Meeting, Baltimore Maryland, May 2007.

2006

  1. P. Kolari, A. Java, T. Finin, J. Mayfield, A. Joshi, and J. Martineau, "Blog Track Open Task: Spam Blog Classification", InCollection, TREC 2006 Blog Track Notebook, November 2006, 8270 downloads, 11 citations.
  2. S. Agarwal, A. Joshi, and Y. Yesha, "A Pervasive Computing System for the Operating Room of the Future", TechReport, University of Maryland, Baltimore County, September 2006, 4446 downloads.
  3. S. Agarwal, A. Joshi, T. Ganous, and Y. Yesha, "Context-Aware System to Create Electronic Medical Records", TechReport, July 2006, 3169 downloads.
  4. P. Kolari, A. Java, T. Finin, T. Oates, and A. Joshi, "Detecting Spam Blogs: A Machine Learning Approach", InProceedings, Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), July 2006, 11186 downloads, 75 citations.
  5. B. Aleman-Meza, M. Nagarajan, C. Ramakrishnan, A. Sheth, B. Arpinar, L. Ding, P. Kolari, A. Joshi, and T. Finin, "Semantic Analytics on Social Networks: Experiences in Addressing the Problem of Conflict of Interest Detection", InProceedings, Proceedings of the 15th International World Wide Web Conference,, May 2006, 3886 downloads, 106 citations.

2005

  1. S. Avancha, "A Holistic Approach to Secure Sensor Networks", PhdThesis, UMBC, August 2005, 3291 downloads.
  2. F. Perich, A. Joshi, Y. Yesha, and T. Finin, "Collaborative Joins in a Pervasive Computing Environment", Article, VLDB Journal, April 2005, 4351 downloads, 15 citations.
  3. A. B. Shah, "An integrated development environment for policies", MastersThesis, University of Maryland, Baltimore County, March 2005, 2526 downloads.

2004

  1. X. Luan, "Adaptive Middle Agent for Service Matching in the Semantic Web: A Quantitative Approach", PhdThesis, University of Maryland, Baltimore County, November 2004, 3545 downloads.
  2. L. Ding, P. Kolari, S. Ganjugunte, T. Finin, and A. Joshi, "Modeling and Evaluating Trust Network Inference", InProceedings, Seventh International Workshop on Trust in Agent Societies at AAMAS 2004, July 2004, 4767 downloads, 31 citations.
  3. V. Parekh and J. (. Gwo, "Mining Domain Specific Texts and Glossaries to Evaluate and Enrich Domain Ontologies", InProceedings, International Conference of Information and Knowledge Engineering, June 2004, 8011 downloads, 24 citations.
  4. P. Kolari, "Enhancing Web Privacy with Policy Language and Trust", MastersThesis, UMBC Master's thesis, May 2004, 4591 downloads.

2003

  1. L. Ding, L. Zhou, and T. Finin, "Trust Based Knowledge Outsourcing for Semantic Web Agents", InProceedings, Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence, October 2003, 3419 downloads, 47 citations.
  2. F. Perich, A. Joshi, and Y. Yesha, "Collaborative Joins in a Pervasive Computing Environment", TechReport, University of Maryland, Baltimore County, August 2003, 4155 downloads.

2002

  1. S. Avancha, V. Korolev, A. Joshi, and Y. Yesha, "On Experiments with a Transport Protocol for Pervasive Computing Environments", Article, Computer Networks, November 2002, 2941 downloads, 3 citations.
  2. B. Bethala, A. Joshi, D. Phatak, S. Avancha, and T. Goff, "Design and Evaluation of a Common Access Point for Bluetooth, 802.11 and Wired LANs", InProceedings, Proc. International Conference on Parallel and Distributed Processing Techniques and Applications, June 2002, 3087 downloads, 1 citation.

1996

  1. 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.

Presentation

  1. A Schema-Based Approach Combined with Inter-Ontology Reasoning to Construct Consensus Ontologies
  2. Video Segmentation -- Critical View

Dataset

  1. Cybersecurity embeddings

Poster

  1. Detecting Spam Blogs: A Machine Learning Approach

Old News

  1. SemNews: news text to Semantic Web
    January 12, 2006

Old Events

  1. TABEL -- A Domain Independent and Extensible Framework for Inferring the Semantics of Tables
    January 8, 2015
  2. PhD defense: Lushan Han, Schema Free Querying of Semantic Data
    May 23, 2014
  3. Generating Linked Data from Tables.
    March 24, 2013
  4. Cloud based Active Archiving Solution for Databases
    November 30, 2012
  5. Analytics for Detecting Web and Social Media Abuse
    March 16, 2012
  6. Generating Linked Data by inferring the semantics of tables
    May 25, 2011
  7. Context-Aware Middleware for Activity Recognition
    May 19, 2011
  8. Domain Independent Sentiment Analysis
    March 1, 2011
  9. Clustering short status messages: a topic model based approach
    July 26, 2010
  10. A Schema-Based Approach Combined with Inter-Ontology Reasoning to Construct Consensus Ontologies
    November 9, 2009