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Tags: artificial intelligence

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Research Areas

  1. Machine learning

Past Projects

  1. Semantic Discovery: Discovering Complex Relationships in Semantic Web

Publications

2025

  1. P. Shukla and M. Halem, "DUNE: A Machine Learning Deep UNET++ based ensemble Approach to Monthly, Seasonal and Annual Climate Forecasting", Article, Artificial Intelligence for the Earth Systems, October 2025, 2034 downloads.

2023

  1. N. Das, A. Kotal, D. Roseberry, and A. Joshi, "Change Management using Generative Modeling on Digital Twins", InProceedings, International Conference on Intelligence and Security Informatics (ISI), October 2023, 1041 downloads.
  2. e., K. P. Joshi, and e., "Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach", Article, JMIR AI 2023;2:e52888, September 2023, 1259 downloads.
  3. A. Piplai, A. Kotal, S. Mohseni, M. Gaur, S. Mittal, and A. Joshi, "Knowledge-Enhanced Neurosymbolic Artificial Intelligence for Cybersecurity and Privacy", Article, IEEE Internet Computing, September 2023, 1804 downloads.

2022

  1. U. Lokala, F. Lamay, R. Daniulaityte, M. Gaur, A. Gyrard, K. Thirunarayan, U. Kursuncu, and A. Sheth, "Drug Abuse Ontology to Harness Web-Based Data for Substance Use Epidemiology Research: Ontology Development Study", Article, JMIR Public Health and Surveillance, December 2022, 812 downloads.
  2. R. Ayanzadeh and M. Halem, "Quantum: A New Kind of Knowledge Discovery", InBook, Convergence: Artificial Intelligence and Quantum Computing: Social, Economic, and Policy Impacts, November 2022, 595 downloads.
  3. R. Razavisousan and K. P. Joshi, "Building Textual Fuzzy Interpretive Structural Modeling to Analyze Factors of Student Mobility Based on User Generated Content", Article, International Journal of Information Management Data Insights, November 2022, 1494 downloads.
  4. M. Gaur, K. Gunaratna, S. Bhatt, and A. Sheth, "Knowledge-Infused Learning: A Sweet Spot in Neuro-Symbolic AI", Article, IEEE Internet Computing, August 2022, 2316 downloads.
  5. 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, 2010 downloads.

2021

  1. 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.
  2. K. Sane, K. P. Joshi, and S. Mittal, "Semantically Rich Framework to Automate Cyber Insurance Services", Article, IEEE Transactions on Services Computing, November 2021, 1285 downloads.
  3. R. Razavisousan and K. P. Joshi, "Analyzing GDPR compliance in Cloud Services' privacy policies using Textual Fuzzy Interpretive Structural Modeling (TFISM)", InProceedings, IEEE International Services Computing Conference (SCC) 2021 in IEEE World Congress on Services 2021, September 2021, 3323 downloads.
  4. 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, 1224 downloads, 110 citations.
  5. P. Ranade, A. Joshi, and T. Finin, "Study shows AI-generated fake cybersecurity reports fool experts", Article, The Conversation, June 2021, 1114 downloads.
  6. S. Chukkapalli, S. Aziz, N. Alotaibi, S. Mittal, M. Gupta, and M. Abdelsalam, "Ontology driven AI and Access Control Systems for Smart Fisheries", TechReport, January 2021, 1195 downloads.

2020

  1. A. Piplai, S. Mittal, A. Joshi, T. Finin, J. Holt, and R. Zak, "Creating Cybersecurity Knowledge Graphs from Malware After Action Reports", Article, IEEE Access Journal, December 2020, 1542 downloads.
  2. M. Sills, P. Ranade, and S. Mittal, "Cybersecurity Threat Intelligence Augmentation and Embedding Improvement - A Healthcare Usecase", InProceedings, International Conference on Intelligence and Security Informatics (ISI), November 2020, 497 downloads.
  3. S. Chukkapalli, S. Mittal, M. Gupta, M. Abdelsalam, A. Joshi, R. Sandhu, and K. P. Joshi, "Ontologies and Artificial Intelligence Systems for the Cooperative Smart Farming Ecosystem", InCollection, IEEE Access, September 2020, 1001 downloads.
  4. A. Piplai, S. Chukkapalli, and A. Joshi, "NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion", InProceedings, 6th IEEE International Conference on Big Data Security on Cloud, May 2020, 1729 downloads.
  5. R. Ayanzadeh, "Leveraging Artificial Intelligence to Advance Problem-Solving with Quantum Annealers", PhdThesis, University of Maryland, Baltimore County, May 2020, 1170 downloads.
  6. S. Chukkapalli, A. Piplai, S. Mittal, M. Gupta, and A. Joshi, "A Smart-Farming Ontology for Attribute Based Access Control", InProceedings, 6th IEEE International Conference on Big Data Security on Cloud (BigDataSecurity 2020), March 2020, 1363 downloads.

2019

  1. F. Ferraro, T. (. Huang, S. M. Lukin, and M. Mitchell, "Proceedings of the Second Workshop on Storytelling", Proceedings, Association for Computational Linguistics, August 2019, 881 downloads.
  2. S. Mittal, A. Joshi, and T. Finin, "Cyber-All-Intel: An AI for Security Related Threat Intelligence", TechReport, CoRR abs/1905.02895, May 2019, 1120 downloads.
  3. S. Mittal, "Knowledge for Cyber Threat Intelligence", PhdThesis, University of Maryland, Baltimore County, May 2019, 819 downloads.
  4. S. Mittal, "Knowledge for Cyber Threat Intelligence", PhdThesis, May 2019, 445 downloads.

2018

  1. M. Mitchell, F. Ferraro, and I. Misra, "Proceedings of the First Workshop on Storytelling", Proceedings, Association for Computational Linguistics, June 2018, 898 downloads.
  2. 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. K. Khanna and A. Joshi, "AI based approach to identify compromised meters in data integrity attacks on smart grid", Article, IET Generation, Transmission and Distribution, October 2017, 1382 downloads.

2016

  1. K. P. Joshi, A. Gupta, S. Mittal, C. Pearce, A. Joshi, and T. Finin, "ALDA : Cognitive Assistant for Legal Document Analytics", InProceedings, AAAI Fall Symposium 2016, Cognitive Assistance in Government and Public Sector Applications, September 2016, 1610 downloads.
  2. Y. Gui, "Convexification and Deconvexification for Training Artificial Neural Networks", PhdThesis, May 2016, 639 downloads.

2008

  1. Y. Peng and L. L. Augsburger, "Knowledge-Based Systems and Other AI Applications for Tableting", InBook, Pharmaceutical Dosage Forms, January 2008, 3608 downloads.

2007

  1. 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.

2005

  1. M. Burstein, C. Bussler, T. Finin, M. Huhns, M. Paoucci, A. Sheth, S. Williams, and M. Zaremba, "A Semantic Web Services Architecture", Article, IEEE Internet Computing, September 2005, 3830 downloads, 138 citations.
  2. G. Denker, L. Kagal, and T. Finin, "Security in the Semantic Web using OWL", Article, Elsevier Information Security Technical Report, January 2005, 993 downloads.

2004

  1. P. Kolari and A. Joshi, "Web Mining - Research and Practice", Article, IEEE Computing in Science and Engineering - Web Engineering Special Issue, August 2004, 5099 downloads, 25 citations.

1999

  1. T. Finin and B. Grosof, "Artificial Intelligence for Electronic Commerce", Proceedings, AAAI Press, July 1999.

1993

  1. T. Finin, C. Nicholas, and Y. Yesha, "Information and Knowledge Management, Expanding the Definition of "Database"", Book, Springer, January 1993, 457 downloads.

1991

  1. R. Kass and T. Finin, "General user modeling: a facility to support intelligent interaction", InBook, Intelligent User Interfaces, May 1991, 751 downloads.

1990

  1. D. P. McKay, T. Finin, and A. O'Hare, "The Intelligent Database Interface: Integrating AI and database systems", InProceedings, Proceedings of the 1990 National Conference on Artificial Intelligence, August 1990, 4625 downloads, 54 citations.

1989

  1. T. Finin, R. Fritzson, R. McEntire, D. P. McKay, and A. O'Hare, "The intelligent system server: delivering AI to complex systems", InProceedings, IEEE International Workshop on Tools for Artificial Intelligence -- Architectures, Languages and Algorithms, October 1989, 1854 downloads.

1988

  1. R. Kass and T. Finin, "The Need for User Models in Generating Expert System Explanations", Article, International Journal of Expert Systems, October 1988, 2001 downloads.

1987

  1. E. Schuster and T. Finin, "VP 2 : the role of user modelling in correcting errors in second language learning", InBook, Artificial Intelligence and its Applications, January 1987, 581 downloads.

1986

  1. T. Finin, A. K. Joshi, and B. Webber, "Natural language interactions with artificial experts", Article, Proceedings of the IEEE, July 1986, 3418 downloads, 30 citations.

1973

  1. T. Finin, "Finding the Skeleton of a Brick", MIT AI Lab, March 1973, 457 downloads.

1962

  1. J. Weizenbaum, "How to Make a Computer Appear Intelligent", Article, Datamation, 1630 downloads.

1956

  1. J. McCarthy, M. Minsky, N. Rochester, and C. E. Shannon, "A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence", Misc, 1333 downloads.

Presentation

  1. After 75 years of AI, Can Machines Think?
  2. Making software agents smarter

Dataset

  1. Splog Blog Dataset

Demonstration

  1. Word and phrase similarity

Old News

  1. Welcome to the Splogosphere
    December 16, 2005
  2. Finin co-chairs AI and the Web track at AAAI 2006
    July 1, 2005
  3. UMBC and IBM collaborate on autonomic computing
    February 24, 2005
  4. Finin gives invited talk at AAAI 2004
    August 27, 2004
  5. UMBC Student honored by CRA as an Outstanding Undergraduate
    August 3, 2004

Old Events

  1. We KnowItAll: lessons from a Quarter Century of Web Extraction Research
    November 10, 2009
  2. Efficient Planning Using Plan Libraries to Capture the Structure of the State Space
    April 29, 2009
  3. Artificial Intelligence and Nature
    September 18, 2006
  4. Applying AI And Multi-Agent Techniques To National Security And Business Operations
    April 16, 2004