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Active Projects

  1. Medical Data Polygraph
  2. Medical Device Regulatory Compliance

Past Projects

  1. Damlator: Semantic Web Translator
  2. EECOMS
  3. Platys: From Position to Place in Next Generation Networks
  4. Policy-based Automated WAN Configuration and Management
  5. Trauma Pod

Publications

2024

  1. S. Chattoraj and K. P. Joshi, "MedReg-KG: KnowledgeGraph for Streamlining Medical Device Regulatory Compliance", InProceedings, 4th Workshop on Knowledge Graphs and Big Data in Conjunction with IEEE BigData 2024, December 2024, 24 downloads.
  2. S. Chattoraj and K. P. Joshi, "Semantically Rich Approach to Automating Regulations of Medical Devices", InProceedings, IEEE International Conference on Digital Health (ICDH) , 2024 at IEEE World Congress on Services 2024, July 2024, 289 downloads.
  3. H. Oh, B. (. Kulvatunyou, A. Jones, and T. Finin, "Employing Word-Embedding for Schema Matching in Standard Lifecycle Management", Article, Journal of Industrial Information Integration, March 2024, 294 downloads.

2023

  1. K. Echenim and K. P. Joshi, "IoT-Reg: A Comprehensive Knowledge Graph for Real-Time IoT Data Privacy Compliance", InProceedings, IEEE Big Data 2023, 3rd Workshop on Knowledge Graphs and Big Data, December 2023, 377 downloads.
  2. K. Echenim, L. Elluri, and K. P. Joshi, "Ensuring Privacy Policy Compliance of Wearables with IoT Regulations", InProceedings, IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (IEEE TPS 2023), November 2023, 486 downloads.
  3. J. Clavin and K. P. Joshi, "Policy Integrated Blockchain to Automate HIPAA Part 2 Compliance", InProceedings, IEEE International Conference on Digital Health (ICDH) 2023 in IEEE World Congress on Services 2023, July 2023, 335 downloads.

2022

  1. 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, 380 downloads.
  2. R. Yus, G. Bouloukakis, S. Mehrotra, and N. Venkatasubramanian, "The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces", Article, ACM Transactions on Internet Technology, August 2022, 289 downloads.
  3. C. Hanks and M. Maiden, "CyberEnt: A Cybersecurity Domain Specific Dataset for Named Entity Recognition", Misc, UMBC Undergraduate Research and Creative Achievement Day, April 2022, 641 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. 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, 633 downloads.
  3. D. Ziaei, J. Sleeman, M. Halem, V. Caicedo, R. M. Delgado, and B. Demoz, "Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction", InProceedings, AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, March 2021, 544 downloads.

2020

  1. 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, 515 downloads.
  2. 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, 816 downloads.

2019

  1. J. Sleeman, V. Caicedo, M. Halem, and B. Demoz, "Using Lidar and Machine Learning to Identify Planetary Boundary Layer Heights", InProceedings, American Geophysical Union Fall Meeting Abstracts, December 2019.
  2. J. Sleeman, M. Halem, and J. E. Dorband, "RBM Image Generation Using the D-Wave 2000Q", Misc, D-Wave Qubits North America Conference, September 2019, 660 downloads.

2018

  1. J. Sleeman, "Variational Autoencoders using D-Wave Quantum Annealing", InProceedings, American Geophysical Union Fall Meeting Abstracts, December 2018.
  2. S. N. Narayanan, A. Ganesan, K. P. Joshi, T. Oates, A. Joshi, and T. Finin, "Early Detection of Cybersecurity Threats Using Collaborative Cognition", InProceedings, Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing (CIC), October 2018, 3448 downloads.

2017

  1. C. Grasso, "A Semantically Rich Cognitive Search Assistant For Clinical Notes", PhdThesis, UMBC, April 2017, 1210 downloads.

2016

  1. Y. Gui, "Convexification and Deconvexification for Training Artificial Neural Networks", PhdThesis, May 2016, 370 downloads.

2015

  1. 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, 340 downloads.

2014

  1. Y. Gui, J. Lo, and Y. Peng, "A pairwise algorithm for training multilayer perceptrons with the normalized risk-averting error criterion", InProceedings, International Joint Conference on Neural Networks (IJCNN), July 2014, 416 downloads.

2013

  1. R. Lal, "Information Extraction of Security related entities and concepts from unstructured text.", MastersThesis, University of Maryland Baltimore County, May 2013, 2380 downloads.

2012

  1. K. P. Joshi, T. Finin, Y. Yesha, A. Joshi, N. Golpayegani, and N. Adam, "A Policy-based Approach to Smart Cloud Services", InProceedings, Proceedings of the Annual Service Research and Innovation Institute Global Conference, July 2012, 1873 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, 4755 downloads.
  3. K. P. Joshi, Y. Yesha, T. Finin, and A. Joshi, "Policy based Cloud Services on a VCL platform", InProceedings, Proceedings of the first International IBM Cloud Academy Conference (ICA CON 2012), April 2012, 3008 downloads.
  4. W. Li, P. A. Kodeswaran, P. Jagtap, A. Joshi, and T. Finin, "Managing and Securing Critical Infrastructure - A Semantic Policy and Trust Driven Approach", InBook, Handbook on Securing Cyber-Physical Critical Infrastructure: Foundations and Challenges, January 2012, 1713 downloads.

2011

  1. R. Dharurkar, "Context-Aware Middleware for Activity Recognition", MastersThesis, University of Maryland, Baltimore County, May 2011, 1569 downloads.
  2. K. P. Joshi, A. Joshi, and Y. Yesha, "Managing the Quality of Virtualized Services", InProceedings, Proceedings of the SRII Global Conference 2011, March 2011, 1879 downloads.

2010

  1. D. Chapman, K. P. Joshi, Y. Yesha, M. Halem, Y. Yesha, and P. Nguyen, "Scientific Services on the Cloud", InBook, Handbook of Cloud Computing, September 2010, 1797 downloads.

2009

  1. A. Joshi, Y. Yesha, T. Finin, W. Li, and P. A. Kodeswaran, "A Policy and Trust Driven Framework for Securing Cyber Physical Systems", InProceedings, Workshop on Future Directions in Cyber-physical Systems Security, July 2009, 357 downloads.
  2. J. Mayfield, D. Alexander, B. J. Dorr, J. Eisner, T. Elsayed, T. Finin, C. Fink, M. Freedman, N. Garera, P. McNamee, D. Oard, C. Piatko, Z. Syed, R. Weischedel, D. Yarowsky, 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, 3516 downloads, 6 citations.

2008

  1. 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.
  2. T. Finin, A. Joshi, L. Kagal, J. Niu, R. Sandhu, W. H. Winsborough, and B. Thuraisingham, "ROWLBAC - Representing Role Based Access Control in OWL", InProceedings, Proceedings of the 13th Symposium on Access control Models and Technologies, June 2008, 7687 downloads, 61 citations.
  3. T. Finin, A. Joshi, L. Kagal, J. Niu, R. Sandhu, W. H. Winsborough, and B. Thuraisingham, "Role Based Access Control and OWL", InProceedings, Proceedings of the fourth OWL: Experiences and Directions Workshop, April 2008, 3269 downloads.
  4. T. Finin, A. Joshi, L. Kagal, J. Niu, R. Sandhu, W. H. Winsborough, and B. Thuraisingham, "Using OWL to Model Role Based Access Control", TechReport, University of Maryland, Baltimore County, February 2008, 3181 downloads.

2007

  1. C. Parr, J. Sachs, L. Han, T. Wang, and T. Finin, "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, 2257 downloads, 3 citations.
  2. O. V. Ratsimor, "Opportunistic Bartering of Digital Goods and Services in Pervasive Environments", PhdThesis, University of Maryland, Baltimore County, August 2007, 2751 downloads.

2005

  1. R. Schauer, "A Mass Storage System Administrator Autonomic Assistant", MastersThesis, University of Maryland, Baltimore County, December 2005, 3054 downloads.
  2. A. Toninelli, J. Bradshaw, L. Kagal, and R. Montanari, "Rule-based and Ontology-based Policies: Toward a Hybrid Approach to Control Agents in Pervasive Environments", InProceedings, Proceedings of the Semantic Web and Policy Workshop, November 2005, 2875 downloads, 29 citations.
  3. M. Halem and R. Schauer, "A Mass Storage System Administrator Autonomic Assistant", InProceedings, Proceedings of the Second International Conference on Autonomic Computing, June 2005, 2474 downloads.

2004

  1. W. Jensen, S. Gavrila, and V. Korolev, "A Unified Framework for Mobile Device Security", InProceedings, Security and Management 2004, September 2004.

2003

  1. W. Jensen, T. Karygiannis, V. Korolev, S. Gavrila, and M. Iorga, "Policy Expression and Enforcement for Handheld Devices", Article, NISTIR 6981, May 2003, 970 downloads.
  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, 3523 downloads, 4 citations.
  3. K. P. Joshi, A. Joshi, and Y. Yesha, "On Using a Warehouse to Analyze Web Logs", InCollection, Distributed and Parallel Databases, March 2003, 3093 downloads, 20 citations.

2000

  1. 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, 188 downloads.

1999

  1. K. P. Joshi, A. Joshi, Y. Yesha, and R. Krishnapuram, "Warehousing and Mining Web Logs", InProceedings, Workshop on Web Information and Data Management, 1999 ACM Conference on Information and Knowledge Management (CIKM'99), November 1999, 4328 downloads, 60 citations.
  2. 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, 3024 downloads, 5 citations.

1998

  1. M. A. Rabi, T. Finin, A. Sherman, and Y. K. Labrou, "Secure Knowledge Query Manipulation Language: a security infrastructure for agent communication languages", TechReport, UMBC, November 1998, 136 downloads.
  2. 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, 440 downloads.

1992

  1. J. Pastor, D. P. McKay, and T. Finin, "View-Concepts: Knowledge-Based Access to Databases", InProceedings, Proceedings of the First International Conference on Information and Knowledge Management, November 1992, 2409 downloads, 27 citations.

Presentation

  1. Quick and Shallow Introduction to Cloud Computing and Amazon Web Services

Old News

  1. Yun Peng receives award from NIST for supply chain research
    March 10, 2011
  2. Platys: From Position to Place in Next Generation Networks
    August 31, 2009
  3. SemNews: news text to Semantic Web
    January 12, 2006

Old Events

  1. Kelvin Information Extraction System
    November 2, 2015
  2. Phd proposal: A Semantic Resolution Framework for Manufacturing Capability Data Integration
    May 14, 2013
  3. MS defense: Social Media Analytics: Digital Footprints
    May 13, 2013
  4. Information Extraction of Security related entities and concepts from unstructured text
    April 1, 2013
  5. Predicting Chronic Diseases with Machine Learning
    March 5, 2013
  6. An architecture for enterprise information interoperability
    November 9, 2012
  7. Cyber-Physical Social Systems: Research Challenges
    April 6, 2012
  8. Semantic Web Meetup
    November 15, 2011
  9. Beyond Reactive Management of Network Intrusions
    October 12, 2011
  10. Context-Aware Middleware for Activity Recognition
    May 19, 2011