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Past Projects

  1. Semantic Discovery: Discovering Complex Relationships in Semantic Web
  2. UMBC OntoMapper: A Tool For Mapping Between Two Ontologies

Publications

2025

  1. O. Clark and K. P. Joshi, "Evaluating Causal AI Techniques for Health Misinformation Detection", InProceedings, Causal AI for Robust Decision Making (CARD 2025) Workshop, held in conjunction with 23rd International Conference on Pervasive Computing and Communications (PerCom 2025), March 2025, 826 downloads.

2022

  1. C. Hanks and R. M. Verma, "Data Quality and Linguistic Cues for Domain-independent Deception Detection", InProceedings, IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT), December 2022, 469 downloads.
  2. F. Lu, F. Ferraro, and E. Raff, "Continuously Generalized Ordinal Regression for Linear and Deep Models", InProceedings, SIAM International Conference on Data Mining, April 2022, 894 downloads.

2021

  1. L. Elluri, S. Chukkapalli, K. P. Joshi, T. Finin, and A. Joshi, "A BERT Based Approach to Measure Web Services Policies Compliance With GDPR", Article, IEEE Access, November 2021, 1597 downloads.

2020

  1. N. Pillai, E. Raff, F. Ferraro, and C. Matuszek, "Sampling Approach Matters: Active Learning for Robotic Language Acquisition", InProceedings, IEEE BigData BDML, December 2020, 1133 downloads.
  2. S. Vallurupalli, J. Sleeman, and T. Finin, "Fine and Ultra-Fine Entity Type Embeddings for Question Answering", InProceedings, International Semantic Web Conference, November 2020, 608 downloads.
  3. J. Sleeman, J. E. Dorband, and M. Halem, "A hybrid quantum enabled RBM advantage: convolutional autoencoders for quantum image compression and generative learning", InProceedings, Quantum Information Science, Sensing, and Computation XII, May 2020, 606 downloads.
  4. A. Ganesan, F. Ferraro, and T. Oates, "Locality Preserving Loss to Align Vector Spaces", Article, arXiv:2004.03734 [cs.LG], April 2020, 633 downloads.
  5. J. Sleeman, J. E. Dorband, and M. Halem, "A Hybrid Quantum Enabled RBM Advantage: Convolutional Autoencoders for Quantum Image Compression and Generative Learning", Article, arXiv preprint arXiv:2001.11946, January 2020, 946 downloads.

2019

  1. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, University of Maryland, Baltimore County, December 2019, 565 downloads.
  2. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, October 2019, 1080 downloads.

2018

  1. A. Renjan, K. P. Joshi, S. N. Narayanan, and A. Joshi, "DAbR: Dynamic Attribute-based Reputation scoring for Malicious IP Address Detection", InProceedings, IEEE Intelligence and Security Informatics (IEEE ISI) 2018, November 2018, 1977 downloads.
  2. A. Padia, F. Ferraro, and T. Finin, "SURFACE: Semantically Rich Fact Validation with Explanations", InCollection, arXiv, November 2018, 776 downloads.
  3. A. Padia, D. Martin, and P. Patel-Schneider, "Automating Class/Instance Representational Choices in Knowledge Bases", InProceedings, Knowledge Engineering and Knowledge Management (EKAW 2018), October 2018.
  4. A. Padia, F. Ferraro, and T. Finin, "SURFACE: Semantically Rich Fact Validation with Explanations", Article, arXiv preprint arXiv:1810.13223, October 2018, 664 downloads.
  5. A. Padia, F. Ferraro, and T. Finin, "KG Cleaner: Identifying and Correcting Errors Produced by Information Extraction Systems", InCollection, arXiv, August 2018, 866 downloads.
  6. M. M. Rahman, "Understanding the Logical and Semantic Structure of Large Documents", PhdThesis, University of Maryland, Baltimore County, May 2018, 686 downloads.
  7. R. Ayanzadeh, "Quantum Artificial Intelligence for Natural Language Processing Applications", InProceedings, SIGCSE '18: Proceedings of the 49th ACM Technical Symposium on Computer Science Education, February 2018.

2017

  1. P. K. Das, A. Joshi, and T. Finin, "App behavioral analysis using system calls", InProceedings, 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS): MobiSec 2017: Security, Privacy, and Digital Forensics of Mobile Systems and Networks, May 2017, 1777 downloads.

2016

  1. T. W. Satyapanich and T. Finin, "Event Nugget Detection Task: UMBC systems", InProceedings, Proceedings of the 9th Text Analysis Worksho, November 2016, 1325 downloads.

2015

  1. J. Gholap, V. P. Janeja, Y. Yesha, R. Chintalapati, H. Marwaha, and K. Modi, "Collaborative data mining for clinical trial analytics", InProceedings, IEEE International Conference on Big Data Bioinformatics and Biomedicine (BIBM), November 2015, 1572 downloads.
  2. Y. Feng, V. P. Janeja, Y. Yesha, N. Rishe, M. A. Grasso, and A. Niskar, "Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata", InProceedings, 2015 IEEE 5th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), November 2015, 1106 downloads.
  3. T. W. Satyapanich and T. Finin, "Event Nugget Detection using Thresholding and Classification Techniques", InProceedings, Eighth Text Analysis Conference, November 2015, 1147 downloads.
  4. J. Sleeman, T. Finin, and A. Joshi, "Topic Modeling for RDF Graphs", InProceedings, 3rd International Workshop on Linked Data for Information Extraction, 14th International Semantic Web Conference, October 2015, 1834 downloads.

2011

  1. J. Martineau, "Identifying and Isolating Text Classification Signals from Domain and Genre Noise for Sentiment Analysis", PhdThesis, University of Maryland, Baltimore County, December 2011, 2816 downloads.
  2. C. Lee, Y. H. Lee, Y. Peng, and H. Cho, "A Supplier Discovery Framework For Effective And Efficient Configuration Of A Supply Chain", Article, International Journal of Industrial Engineering,, November 2011, 1715 downloads.
  3. D. Dalvi, "Clinical-Genomic Analysis for Disease Prediction", MastersThesis, University of Maryland, Baltimore County, July 2011, 1720 downloads.
  4. N. Chinnam, "Group recognition in social networks", MastersThesis, University of Maryland, Baltimore County, June 2011, 2904 downloads.

2010

  1. M. M. Rahman and e., "A more appropriate Protein Classification using Data Mining", Article, journal of theoretical and applied information technology, November 2010.

2009

  1. J. Martineau, T. Finin, A. Joshi, and S. Patel, "Improving Binary Classification on Text Problems using Differential Word Features", InProceedings, Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 5570 downloads, 4 citations.
  2. D. Chinavle, P. Kolari, T. Oates, and T. Finin, "Ensembles in Adversarial Classification for Spam", InProceedings, Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 4531 downloads, 1 citation.
  3. K. P. Joshi, A. Joshi, and Y. Yesha, "Quality metrics for Virtualized IT Services on the Cloud", InProceedings, Proceedings of 18th Annual Frontiers in Service Conference, Hawaii, 2009, October 2009.
  4. J. Martineau and T. Finin, "Delta TFIDF: An Improved Feature Space for Sentiment Analysis", InProceedings, Proceedings of the Third International AAAI Conference on Web and Social Media, May 2009, 7758 downloads, 5 citations.

2008

  1. J. Martineau and M. Hurst, "Blog Link Classification", InProceedings, Proceedings of the International Conference on Weblogs and Social Media (ICWSM 2008), March 2008, 1322 downloads, 1 citation.

2007

  1. Y. Yu and Y. Peng, "Learning the Semantic Meaning of a Concept from the Web", InProceedings, Proceedings of the 20th Conference of the Canadian Society for Computational Studies of Intelligence, May 2007, 2376 downloads.

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, 8760 downloads, 11 citations.
  2. J. Parker, A. Patwardhan, and A. Joshi, "Cross-layer Analysis for Detecting Wireless Misbehaviour", Proceedings, IEEE Consumer Communications and Networking Conference Special Sessions, January 2006, 4352 downloads, 13 citations.

2005

  1. R. Pan, Z. Ding, Y. Yu, and Y. Peng, "A Bayesian Network Approach to Ontology Mapping", InProceedings, Proceedings of the Fourth International Semantic Web Conference, November 2005, 4785 downloads, 91 citations.
  2. W. Wilson, Y. Peng, and L. L. Augsburger, "Generalization of a Prototype Intelligent Hybrid System for Hard Gelatin Capsule Formulation Development", Article, AAPS PharmSciTech, October 2005, 2438 downloads.
  3. Z. Ding, Y. Peng, R. Pan, and Y. Yu, "A Bayesian Methodology towards Automatic Ontology Mapping", InProceedings, Proceedings of the AAAI-05 C&O Workshop on Contexts and Ontologies: Theory, Practice and Applications, July 2005, 5292 downloads, 20 citations.
  4. T. Briggs and T. Oates, "Discovering Domain-Specific Composite Kernels", InProceedings, Proceedings of the Twentieth National Conference on Artificial Intelligence and the Seventeenth Annual Conference on Innovative Applications of Artificial intelligence, July 2005, 2221 downloads.

2004

  1. , "Intrusion Detection: Modeling System State to Detect and Classify Aberrant Behavior", PhdThesis, University of Maryland, Baltimore County, February 2004, 7540 downloads.

2003

  1. J. Undercoffer, A. Joshi, T. Finin, and J. Pinkston, "Using DAML+OIL to classify intrusive behaviours", Article, Knowledge Engineering Review, September 2003, 1604 downloads, 3 citations.
  2. A. Joshi, "On Web, Semantics, and Data Mining: Intrusion Detection as a Case Study", InProceedings, Proceedings of the NSF Workshop on Next Generation Data Mining, May 2003, 3658 downloads, 4 citations.

2002

  1. G. Kalra, Y. Peng, M. Guo, and L. L. Augsburger, "A hybrid intelligent system for formulation of BCS Class II drugs in hard gelatin capsules", InProceedings, Proceedings of the 9th International Conference on Neural Information Processing, November 2002, 4599 downloads.
  2. S. Prasad, Y. Peng, and T. Finin, "Statement of Interest: A Tool For Mapping Concepts Between Two Ontologies", InProceedings, Proceedings of the AAAI Workshop on Ontologies and the Semantic Web, July 2002, 255 downloads.
  3. 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, 3617 downloads, 100 citations.
  4. S. Prasad, Y. Peng, and T. Finin, "A Tool for Mapping Between Two Ontologies Using Explicit Information", InProceedings, AAAI-02 Workshop on Meaning Negotiation, July 2002, 285 downloads.
  5. S. Prasad, Y. Peng, and T. Finin, "A Tool For Mapping Concepts Between Two Ontologies", Proceedings of the First International Semantic Web Conference (ISWC), June 2002, 261 downloads.

2000

  1. T. Kamdar and A. Joshi, "On Creating Adaptive Web Servers Using Weblog Mining", TechReport, University of Maryland, Baltimore County, November 2000, 4072 downloads.
  2. A. Joshi and R. Krishnapuram, "On Mining Web Access Logs", InProceedings, Proceedings of the SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, May 2000, 3143 downloads, 122 citations.
  3. S. Quirolgico, K. Canfield, T. Finin, and J. A. Smith, "Merging Neural Networks in a Multi-Agent System", TechReport, TR EB-2000-01, January 2000, 286 downloads.

1999

  1. S. Quirolgico, K. Canfield, T. Finin, and J. A. Smith, "Communicating neural network knowledge between agents in a simulated aerial reconnaissance system", InProceedings, Proceedings of the First International Symposium on Agent Systems and Applications,, October 1999, 3124 downloads, 5 citations.

1989

  1. R. Kass and T. Finin, "The Role of User Models in Cooperative Interactive Systems", Article, International Journal of Intelligent Systems, January 1989, 1861 downloads, 80 citations.

1987

  1. R. Kass, R. Katriel, and T. Finin, "Breaking the Primitive Concept Barrier", InProceedings, Proceedings of the Third Conference on Artificial Intelligence Applications (CAIA), February 1987, 302 downloads.

1986

  1. T. Finin, "Interactive classification: A technique for acquiring and maintaining knowledge bases", Article, Proceedings of the IEEE, October 1986, 2895 downloads, 19 citations.
  2. T. Finin and D. Silverman, "Interactive Classification as a Knowledge Acquisition Tool", InBook, Expert Data Base Systems, January 1986, 343 downloads.

1984

  1. T. Finin and D. Silverman, "Interactive classification: a technique for building and maintaining knowledge bases", InProceedings, IEEE Workshop on Principles of Knowledge-Based Systems, December 1984, 378 downloads.

Presentation

  1. Computational Image Classification
  2. Cross-layer Analysis for Detecting Wireless Misbehavior
  3. Cross-layer Analysis for Detecting Wireless Misbehavior
  4. Detecting Domain Shift
  5. Learning the Semantic Meaning of a Concept from the Web
  6. Video Segmentation -- Critical View
  7. Wikitology: A Wikipedia Derived Knowledge Base

Poster

  1. SEMDIS: Knowledge Discovery in the Semantic Web
  2. Wikipedia as an ontology

Dataset

  1. Structural Metadata from ArXiv Articles

Old Events

  1. Topic Modeling for RDF Graphs
    September 21, 2015
  2. Analytics for Detecting Web and Social Media Abuse
    March 16, 2012
  3. Masters Thesis Research Update - Amey and Nikhil
    December 13, 2011
  4. Classification of patients using novel multivariate time series representations of physiological data
    November 29, 2011
  5. Masters Thesis Research Proposal : Entity Linking and Disambiguation for Smartphone platforms
    October 11, 2011
  6. Masters Thesis Research Proposal: Amey Sane and Nikhil Puranik
    September 27, 2011
  7. Group recognition in Social Networks
    May 17, 2011
  8. Metareasoning in Adaptive Systems
    March 4, 2011
  9. Social media analytics
    October 12, 2010
  10. Detecting Domain Shift
    September 3, 2010