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Past Projects

  1. ArRf - Activity Recognition with RF
  2. Automatic Interpretation of Log Files
  3. Automatic Interpretation of Log Files

Publications

2021

  1. K. M. Al Farabi, S. Sarkhel, S. Dey, and D. Venugopal, "Interpretable Explanations for Probabilistic Inference in Markov Logic", InProceedings, International Conference on Big Data, December 2021, 592 downloads.
  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, 808 downloads.

2020

  1. 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, 1471 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", InProceedings, Quantum Information Science, Sensing, and Computation XII, May 2020, 643 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", Article, arXiv preprint arXiv:2001.11946, January 2020, 985 downloads.

2019

  1. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, University of Maryland, Baltimore County, December 2019, 601 downloads.
  2. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, October 2019, 1188 downloads.
  3. N. Pillai, F. Ferraro, and C. Matuszek, "Deep Learning for Category-Free Grounded Language Acquisition", NAACL Workshop on Spatial Language Understanding and Grounded Communication for Robotics, June 2019, 554 downloads.

2016

  1. P. Nimbalkar, V. Mulwad, N. Puranik, A. Joshi, and T. Finin, "Semantic Interpretation of Structured Log Files", InProceedings, 17th IEEE International Conference on Information Reuse and Integration, July 2016, 1483 downloads.

2015

  1. T. W. Satyapanich and T. Finin, "Event Nugget Detection using Thresholding and Classification Techniques", InProceedings, Eighth Text Analysis Conference, November 2015, 1180 downloads.
  2. P. Nimbalkar, "Semantic Interpretation of Structured Log Files", MastersThesis, University of Maryland, Baltimore County, August 2015, 1219 downloads.

2012

  1. M. L. Mathews, P. Halvorsen, A. Joshi, and T. Finin, "A Collaborative Approach to Situational Awareness for CyberSecurity", InProceedings, 8th IEEE Int. Conf. on Collaborative Computing: Networking, Applications and Worksharing, October 2012, 2234 downloads.

2011

  1. A. Iyengar, T. Finin, and A. Joshi, "Content-based prediction of temporal boundaries for events in Twitter", InProceedings, Proceedings of the Third IEEE International Conference on Social Computing, October 2011, 2364 downloads.
  2. W. Li, A. Joshi, and T. Finin, "ATM: Automated Trust Management for Mobile Ad-hoc Networks Using Support Vector Machine", InProceedings, 12th IEEE International Conference on Mobile Data Management (MDM 2011), June 2011, 1953 downloads.
  3. R. Dharurkar, "Context-Aware Middleware for Activity Recognition", MastersThesis, University of Maryland, Baltimore County, May 2011, 1774 downloads.

2010

  1. J. Sleeman and T. Finin, "Learning Co-reference Relations for FOAF Instances", InProceedings, Proceedings of the Poster and Demonstration Session at the 9th International Semantic Web Conference, November 2010, 3299 downloads, 2 citations.
  2. J. Sleeman and T. Finin, "Computing FOAF Co-reference Relations with Rules and Machine Learning", InProceedings, Proceedings of the Third International Workshop on Social Data on the Web at ISWC2010, November 2010, 4481 downloads, 30 citations.
  3. J. Sleeman and T. Finin, "A Machine Learning Approach to Linking FOAF Instances", InProceedings, Proceedings of the AAAI Spring Symposium on Linked Data Meets Artificial Intelligence, January 2010, 2867 downloads, 5 citations.

2009

  1. M. A. Grasso, T. Finin, X. Zhu, A. Joshi, and Y. Yesha, "Video Summarization of Laparoscopic Cholecystectomies", InProceedings, Proceedings of the AMIA 2009 Annual Symposium, November 2009, 2466 downloads.
  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, 4636 downloads, 1 citation.

2008

  1. L. Han and T. Finin, "Predicting Appropriate Semantic Web Terms from Words", InProceedings, Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, July 2008, 2711 downloads.

2007

  1. P. Kolari, "Detecting Spam Blogs: An Adaptive Online Approach", PhdThesis, Ph.D. Dissertation, December 2007, 9027 downloads, 3 citations.
  2. J. Martineau, A. Java, P. Kolari, A. Joshi, T. Finin, and J. Mayfield, "BlogVox: Learning Sentiment Classifiers", InProceedings, Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, July 2007, 2191 downloads, 2 citations.

1999

  1. Y. K. Labrou and T. Finin, "Yahoo! as an Ontology - using Yahoo! categories to describe documents", InProceedings, ACM Conference on Information and Knowledge Management (CIKM'99), November 1999, 4811 downloads, 152 citations.
  2. Y. K. Labrou and T. Finin, "Experiments on using Yahoo! categories to describe documents", InProceedings, Proceedings of the IJCAI99 Workshop on Intelligent Information Integration, July 1999, 2605 downloads, 2 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, 362 downloads.

1986

  1. T. Finin, "Interactive classification: A technique for acquiring and maintaining knowledge bases", Article, Proceedings of the IEEE, October 1986, 2941 downloads, 19 citations.
  2. T. Finin and D. Silverman, "Interactive Classification as a Knowledge Acquisition Tool", InBook, Expert Data Base Systems, January 1986, 420 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, 418 downloads.

Presentation

  1. A Multiagent-Based Synergistic Approach For Software Fault Tolerance
  2. Detecting Domain Shift

Old Events

  1. Estimating Temporal Boundaries For Events Using Social Media Data
    June 15, 2011
  2. Context-Aware Middleware for Activity Recognition
    May 19, 2011
  3. Dynamic Domain Specific Sentimental Word Identification
    November 9, 2010
  4. Detecting Domain Shift
    September 3, 2010
  5. A Multiagent-Based Synergistic Approach for Software Fault Tolerance
    November 9, 2009
  6. Dynamic Domain Adapting Sentiment Classifiers
    September 22, 2009
  7. Adversarial Classification: An Ensemble-based approach
    April 27, 2009
  8. Information Extraction via Automatic Generation of Semantic Classifiers
    September 16, 2008
  9. Predicting Appropriate Semantic Web Terms from Words
    February 26, 2008
  10. Detecting Spam Blogs: An Adaptive Online Approach
    September 25, 2007