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Publications

2023

  1. A. Piplai, "Knowledge Graphs and Reinforcement Learning: A Hybrid Approach for Cybersecurity Problems", PhdThesis, July 2023, 157 downloads.

2022

  1. F. Lu, J. Munoz, M. Fuchs, T. LeBlond, E. Zaresky-Williams, E. Raff, F. Ferraro, and B. Testa, "A General Framework for Auditing Differentially Private Machine Learning", InProceedings, Advances in Neural Information Processing Systems, November 2022, 134 downloads.
  2. A. Padia, F. Ferraro, and T. Finin, "Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems", InProceedings, Proceedings of the Third Deep Learning Inside Out (DeeLIO):Workshop: Knowledge Extraction and Integration for Deep Learning Architecture, May 2022, 268 downloads.
  3. 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, 183 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.

2020

  1. A. Piplai, P. Ranade, A. Kotal, S. Mittal, S. N. Narayanan, and A. Joshi, "Using Knowledge Graphs and Reinforcement Learning for Malware Analysis", InProceedings, IEEE International Conference on Big Data 2020, December 2020, 986 downloads.
  2. R. Ayanzadeh, J. E. Dorband, M. Halem, and T. Finin, "Post-Quantum Error-Correction for Quantum Annealers", Article, arXiv:2010.00115 [quant-ph], September 2020, 343 downloads.
  3. R. Ayanzadeh, "Leveraging Artificial Intelligence to Advance Problem-Solving with Quantum Annealers", PhdThesis, University of Maryland, Baltimore County, May 2020, 652 downloads.
  4. A. Ganesan, F. Ferraro, and T. Oates, "Locality Preserving Loss to Align Vector Spaces", Article, arXiv:2004.03734 [cs.LG], April 2020, 309 downloads.

2019

  1. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, University of Maryland, Baltimore County, December 2019, 359 downloads.
  2. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, October 2019, 683 downloads.
  3. S. N. Narayanan, "A Framework for Detecting Anomalous Behaviors in Smart Cyber-physical Systems", PhdThesis, University of Maryland, Baltimore County, May 2019, 313 downloads.
  4. S. N. Narayanan, "A Framework for Detecting Anomalous Behaviors in Smart Cyber-Physical Systems", PhdThesis, May 2019, 96 downloads.

2018

  1. A. Padia, F. Ferraro, and T. Finin, "KG Cleaner: Identifying and Correcting Errors Produced by Information Extraction Systems", InCollection, arXiv, August 2018, 603 downloads.

2017

  1. A. Padia, "Cleaning Noisy Knowledge Graphs", InProceedings, Proceedings of the Doctoral Consortium at the 16th International Semantic Web Conference, October 2017, 1178 downloads.

2016

  1. J. Lo, Y. Gui, and Y. Peng, "Training Deep Neural Networks with Gradual Deconvexification", InProceedings, International Joint Conference on Neural Networks (IJCNN 2016),, June 2016, 293 downloads.
  2. Y. Gui, "Convexification and Deconvexification for Training Artificial Neural Networks", PhdThesis, May 2016, 274 downloads.

2015

  1. D. Norris, A. Joshi, and T. Finin, "Cybersecurity Challenges to American State and Local Governments", InProceedings, 15th European Conference on eGovernment, June 2015, 365 downloads.
  2. 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, 242 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, 300 downloads.

2012

  1. J. Lo, Y. Gui, and Y. Peng, "Overcoming the Local-Minimum Problem in Training Multilayer Perceptrons with the NRAE Training Method", InProceedings, Ninth International Symposium on Neural Networks (ISNN 2012), July 2012, 279 downloads.
  2. 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, 1580 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, 2593 downloads.
  2. A. Gupta, K. Viswanathan, A. Joshi, T. Finin, and P. Kumaraguru, "Integrating Linked Open Data with Unstructured Text for Intelligence Gathering Tasks", InProceedings, Proceedings of the Eighth International Workshop on Information Integration on the Web, March 2011, 1767 downloads.

2010

  1. P. A. Kodeswaran, F. Perich, W. Li, A. Joshi, and T. Finin, "Enforcing Secure and Robust Routing with Declarative Policies", InProceedings, Proceedings of the 2010 Military Communications Conference, October 2010, 1896 downloads, 1 citation.
  2. P. A. Kodeswaran, A. Joshi, T. Finin, and F. Perich, "A Declarative Approach for Secure and Robust Routing", InProceedings, Proceedings of the 3rd ACM Workshop on Assurable & Usable Security Configuration , October 2010, 2241 downloads.
  3. J. Kim and Y. Peng, "A semantic similarity analysis for data mappings between heterogeneous XML schemas", InBook, Electronic Business Interoperability: Concepts, Opportunities and Challenges, January 2010, 1596 downloads.

2009

  1. M. A. Grasso, "The Effect of Computerized Resident Sign-Out on Clarity", Proceedings, Proceedings of the AMIA 2009 Annual Symposium, November 2009, 2292 downloads.
  2. W. Li, A. Joshi, and T. Finin, "Policy-based Malicious Peer Detection in Ad Hoc Networks", InProceedings, Proceedings of the 2009 International Conference on Information Privacy, Security, Risk and Trust (PASSAT 2009), August 2009, 3020 downloads, 4 citations.
  3. e. and M. M. Rahman, "Fault tolerant reversible logic synthesis: Carry look-ahead and carry-skip adders", InProceedings, IEEE 2009 International Conference on Advances in Computational Tools for Engineering Applications, July 2009, 33 downloads.

2008

  1. Y. Shi, "An Investigation of Linguistic Information for Speech Recognition Error Detection", PhdThesis, University of Maryland, Baltimore County, October 2008, 3402 downloads.
  2. J. Kim, Y. Peng, B. (. Kulvatunyou, N. Ivezik, and A. Jones, "A Layered Approach to Semantic Similarity Analysis of XML Schemas", InProceedings, Proceedings of the 2008 IEEE International Conference on Information Reuse and Integration, July 2008, 2145 downloads, 1 citation.
  3. P. A. Kodeswaran, S. B. Kodeswaran, A. Joshi, and F. Perich, "Utilizing semantic policies for managing BGP route dissemination", InProceedings, Automated Network Management (INFOCOM workshops), April 2008, 1675 downloads.

2007

  1. S. B. Kodeswaran, P. A. Kodeswaran, A. Joshi, and F. Perich, "Utilizing Semantic Policies for Secure BGP Route Dissemination", TechReport, September 2007, 2470 downloads.
  2. 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, 3681 downloads.
  3. A. Java, P. Kolari, T. Finin, J. Mayfield, A. Joshi, and J. Martineau, "BlogVox: Separating Blog Wheat from Blog Chaff", InProceedings, Proceedings of the Workshop on Analytics for Noisy Unstructured Text Data, 20th International Joint Conference on Artificial Intelligence (IJCAI-2007), January 2007, 3709 downloads, 8 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, 4643 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, 2210 downloads.
  2. A. B. Shah, "An integrated development environment for policies", MastersThesis, University of Maryland, Baltimore County, March 2005, 2630 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, 3505 downloads, 47 citations.
  2. A. Joshi and H. Shah, "Fuzzy Clustering for Intrusion Detection", InProceedings, Proceedings of the 12th IEEE International Conference on Fuzzy Systems, April 2003, 21 downloads, 51 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, 4367 downloads.

1998

  1. M. A. Grasso, D. Ebert, and T. Finin, "The Integrality of Speech in Multimodal Interfaces", Article, ACM Transactions on Computer-Human Interaction, November 1998, 3693 downloads, 69 citations.
  2. M. A. Grasso, D. Ebert, and T. Finin, "The Effect of Perceptual Structure on Multimodal Speech Recognition Interfaces", TechReport, University of Maryland, Baltimore County, January 1998, 987 downloads.

1997

  1. M. A. Grasso, "Speech Input in Multimodal Environments: Effects of Perceptual Structure on Speed, Accuracy, and Acceptance", PhdThesis, May 1997, 2878 downloads, 1 citation.

1991

  1. C. Weir, T. Finin, R. McEntire, and B. SIlk, "A Three-Tiered Approach to Integrating Inforrnation Retrieval and Natural Language Processing", InProceedings, Workshop on Language and Information Processing, October 1991, 58 downloads.
  2. T. Finin, R. McEntire, C. Weir, and B. SIlk, "A Three-Tiered Approach to Natural Language Text Retrieval", InProceedings, AAAI-91 Workshop on Natural Language Text Retrieval, August 1991, 58 downloads.

1987

  1. R. Kass, R. Katriel, and T. Finin, "Breaking the Primitive Concept Barrier", InProceedings, Proceedings of the Third Conference on Artificial Intelligence Applications, February 1987, 59 downloads.
  2. 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, 56 downloads.

1986

  1. T. Finin, "Interactive classification: A technique for acquiring and maintaining knowledge bases", Article, Proceedings of the IEEE, October 1986, 2612 downloads, 19 citations.
  2. T. Finin and D. Silverman, "Interactive Classification as a Knowledge Acquisition Tool", InBook, Expert Data Base Systems, January 1986, 57 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, 100 downloads.

1982

  1. J. Shrager and T. Finin, "An Expert System that Volunteers Advice", InProceedings, Proc. Second Annual National Conf. on Artificial Intelligence (AAAI-82), August 1982, 3393 downloads, 39 citations.

1976

  1. D. L. Waltz, T. Finin, F. Green, F. Conrad, B. Goodman, and G. D. Hadden, "The Planes System: Natural Language Access to a Large Data Base", TechReport, University of Illinois, Urbana Champaign, November 1976, 114 downloads.

Presentation

  1. Understanding RSM: Relief Social Media

Old News

  1. From 'Need to Know’ to ‘Need to Share’:
    April 30, 2008
  2. SemNews: news text to Semantic Web
    January 12, 2006

Old Events

  1. Phd proposal: A Semantic Resolution Framework for Manufacturing Capability Data Integration
    May 14, 2013
  2. Estimating Temporal Boundaries For Events Using Social Media Data
    June 15, 2011
  3. Machine aided human translation - An automated system for transcribing dictated document translations
    October 8, 2010
  4. Learning by Reading: Automatic Knowledge Extraction Through Semantic Analysis
    July 2, 2010
  5. Recovering from Internet Routing Failures using Declarative Policies and Argumentation Protocols
    April 13, 2010
  6. Security Through Policy and Trust in Mobile Ad Hoc Networks
    November 3, 2009
  7. Understanding RSM: Relief Social Media
    September 15, 2009
  8. Virtual Patients as Intelligent Agents
    May 8, 2009
  9. Feature Engineering for Sentiment
    November 18, 2008
  10. An Investigation of Linguistic Information for Speech Recognition
    October 20, 2008