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Past Projects

  1. Context-Aware Surgical Training

Publications

2023

  1. A. Piplai, "Knowledge Graphs and Reinforcement Learning: A Hybrid Approach for Cybersecurity Problems", PhdThesis, July 2023, 1053 downloads.

2021

  1. M. Halem, K. Patel, Z. Yang, and J. Sleeman, "The Use of Machine Learning to Infer the Transport Influence of US West Coast WildFires on the US East Coast Planetary Boundary Layer", InProceedings, AGU Fall Meeting 2021, December 2021.
  2. K. Patel, J. Sleeman, and M. Halem, "Physics-aware deep edge detection network", InProceedings, Proceedings Volume 11859, Remote Sensing of Clouds and the Atmosphere XXVI; SPIE Remote Sensing, September 2021, 483 downloads.

2020

  1. M. Rezaee and F. Ferraro, "A Discrete Variational Recurrent Topic Model without the Reparametrization Trick", InProceedings, NeurIPS, December 2020, 645 downloads.
  2. R. Ayanzadeh, M. Halem, and T. Finin, "An Ensemble Approach for Compressive Sensing with Quantum Annealers", InProceedings, IEEE International Geoscience and Remote Sensing Symposium, June 2020, 674 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.

2017

  1. S. K. Singh, R. Bose, and A. Joshi, "Entropy Based Electricity Theft Detection in AMI Network", Article, IET Cyber-Physical Systems: Theory and Applications, October 2017, 1309 downloads.
  2. 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, 1094 downloads.
  3. S. K. Singh, K. Khanna, R. Bose, and A. Joshi, "Joint transformation based detection of false data injection attacks in smart grid", Article, IEEE Transactions on Industrial Informatics, June 2017, 1824 downloads.
  4. K. Khanna and A. Joshi, "Bi-level Modelling of False Data Injection Attacks on Security Constrained Optimal Power Flow", Article, IET Generation, Transmission and Distribution, June 2017, 1072 downloads.

2016

  1. K. Khanna, B. K. Panigrahi, and A. Joshi, "Data Integrity Attack in Smart Grid: Optimized Attack to Gain Monetary Economic Profit", Article, IET Transactions on Generation, Transmission and Distribution, September 2016, 1661 downloads.
  2. 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, 1884 downloads.
  3. Y. Gui, "Convexification and Deconvexification for Training Artificial Neural Networks", PhdThesis, May 2016, 430 downloads.

2015

  1. A. Grover, J. Gholap, V. P. Janeja, Y. Yesha, R. Chintalapati, H. Marwaha, and K. Modi, "SQL-like big data environments: Case study in clinical trial analytics", InProceedings, IEEE International Conference on Big Data, November 2015, 1712 downloads.

2014

  1. L. Han, "Schema Free Querying of Semantic Data", PhdThesis, University of Maryland, Baltimore County, August 2014, 1763 downloads.

2013

  1. P. Sharma, A. Joshi, and T. Finin, "Detecting Data Exfiltration by Integrating Information Across Layers", InProceedings, 14th IEEE International Conference on Information Reuse and Integration, August 2013, 2084 downloads.

2010

  1. R. Schauer and A. Joshi, "A Probabilistic Approach to Distributed System Management", InProceedings, Proceedings of the Seventh International Conference on Autonomic Computing, June 2010, 1945 downloads.

2009

  1. M. Halem, C. Tilmes, Y. Yesha, D. Chapman, and P. Nguyen, "Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite", Article, IEEE Geoscience and Remote Sensing Symposium, 2008., February 2009.
  2. M. Halem, N. Most, C. Tilmes, K. Stewart, Y. Yesha, D. Chapman, and P. Nguyen, "Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies", Article, IEEE Transactions on Geoscience and Remote Sensing, January 2009.

2008

  1. M. A. Grasso, "A computerized approach to glycemic control in critical illness", Proceedings, American College of Physicians, Maryland Regional Associates Meeting, Baltimore Maryland, May 2008.
  2. A. Karandikar, A. Java, A. Joshi, T. Finin, Y. Yesha, and Y. Yesha, "Second Space: A Generative Model For The Blogosphere", InProceedings, Proceedings of the International Conference on Web and Social Media (ICWSM), March 2008, 5253 downloads, 1 citation.

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, 3899 downloads.
  2. A. Karandikar, "Generative Model To Construct Blog and Post Networks In Blogosphere", MastersThesis, University of Maryland at Baltimore County, May 2007, 9305 downloads, 3 citations.

2006

  1. S. Agarwal, A. Joshi, T. Finin, and Y. Yesha, "A Pervasive Computing System for the Operating Room of the Future", TechReport, University of Maryland, Baltimore County, September 2006, 4996 downloads.
  2. S. Agarwal, A. Joshi, and T. Finin, "Context-Aware System to Create Electronic Medical Records", TechReport, July 2006, 3427 downloads.
  3. S. Gupta, A. Joshi, and T. Finin, "Context-Aware System to Create Electronic Medical Encounter Records", TechReport, UMBC, July 2006, 51 downloads.

2005

  1. 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, 2427 downloads.
  2. S. Avancha, "A Holistic Approach to Secure Sensor Networks", PhdThesis, UMBC, August 2005, 3545 downloads.

2004

  1. L. Kagal, M. Paoucci, N. Srinivasan, G. Denker, T. Finin, and K. Sycara, "Authorization and Privacy for Semantic Web Services", Article, IEEE Intelligent Systems (Special Issue on Semantic Web Services), July 2004, 3048 downloads, 1 citation.
  2. L. Kagal, M. Paoucci, N. Srinivasan, G. Denker, T. Finin, and K. Sycara, "Authorization and Privacy for Semantic Web Services", InProceedings, First International Semantic Web Services Symposium, AAAI 2004 Spring Symposium, March 2004, 9761 downloads, 10 citations.

1998

  1. H. Bharadvaj, A. Joshi, and S. Auephanwiriyakul, "An Active Transcoding Proxy to Support Mobile Web Access", InProceedings, 17th IEEE Symposium on Reliable Distributed Systems, October 1998, 4072 downloads, 176 citations.
  2. E. J. Clarke, "The empirical use of continuous variables in Bayesian belief networks for exploratory data analysis", PhdThesis, University of Maryland, Baltimore County, May 1998, 530 downloads.

1997

  1. Y. K. Labrou and T. Finin, "A Proposal for a new KQML Specification", TechReport, TR CS-97-03, February 1997, 31 downloads.

1959

  1. A. L. Samuel, "Some Studies in Machine Learning Using the Game of Checkers", Article, IBM Journal of Research and Development, 114 downloads.

Presentation

  1. A Multiagent-Based Synergistic Approach For Software Fault Tolerance
  2. Context Aware Surgical Training Environment
  3. Detecting Domain Shift

Masters Thesis

  1. Generative Model To Construct Blog and Post Networks In Blogosphere (Masters Thesis Presentation)

Poster

  1. Generative Model To Construct Blog and Post Networks In Blogosphere (Poster)

Source Code

  1. MANET IDS Glomosim Simulation Files

Old Events

  1. PhD defense: Lushan Han, Schema Free Querying of Semantic Data
    May 23, 2014
  2. A Multilayer Framework to Catch Data Exfiltration
    June 5, 2013
  3. A multilayer framework to catch data exfiltration
    April 8, 2013
  4. Cyber-Physical Social Systems: Research Challenges
    April 6, 2012
  5. Masters Thesis Research Update: Aniket Bochare and Rohit Kugaonkar
    November 22, 2011
  6. Semantic Web Meetup
    November 15, 2011
  7. SAP-LAP Policy Paradigm – Application for Cyber Security
    April 12, 2011
  8. Intelligent Management of Distributed Rack-Based Blade Operations
    March 29, 2011
  9. Detecting Domain Shift
    September 3, 2010
  10. A Multiagent-Based Synergistic Approach for Software Fault Tolerance
    November 9, 2009