Tags: performance

Refereed Publications

2020

  1. S. Dasgupta, A. Piplai, A. Kotal, and A. Joshi, "A Comparative Study of Deep Learning based Named Entity Recognition Algorithms for Cybersecurity", InProceedings, 4th International Workshop on Big Data Analytics for Cyber Intelligence and Defense, IEEE International Conference on Big Data, December 2020, 96 downloads.
  2. A. Kotal, K. P. Joshi, and A. Joshi, "ViCLOUD: Measuring Vagueness in Cloud Service Privacy Policies and Terms of Services", InProceedings, IEEE International Conference on Cloud Computing (CLOUD), 2020, October 2020, 127 downloads.
  3. J. Sleeman, M. Halem, V. Caicedo, B. Demoz, and R. M. Delgado, "A Deep Machine Learning Approach for LIDAR Based Boundary Layer Height Detection", InProceedings, IEEE International Geoscience and Remote Sensing Symposium, October 2020.
  4. A. T. Nguyen, L. E. Richards, G. Y. Kebe, E. Raff, K. Darvish, F. Ferraro, and C. Matuszek, "Practical Cross-modal Manifold Alignment for Grounded Language", Article, arXiv:2009.05147 [cs.CV], September 2020, 26 downloads.
  5. Z. Boukouvalas, C. Mallinson, E. Crothers, N. Japkowicz, A. Piplai, S. Mittal, A. Joshi, and T. Adali, "Independent Component Analysis for Trustworthy Cyberspace during High Impact Events: An Application to Covid-19", Article, arXiv:2006.01284 [cs.LG], June 2020, 64 downloads.
  6. C. H. Song, D. Lawrie, T. Finin, and J. Mayfield, "Gazetteer Generation for Neural Named Entity Recognition", InProceedings, Proceedings of the 33rd International FLAIRS Conference, May 2020, 417 downloads.
  7. R. Ayanzadeh, "Leveraging Artificial Intelligence to Advance Problem-Solving with Quantum Annealers", PhdThesis, University of Maryland, Baltimore County, May 2020, 236 downloads.
  8. C. H. Song, D. Lawrie, and T. Finin, "Improving Neural Named Entity Recognition with Gazetteers", Article, arXiv:2003.03072, March 2020, 210 downloads.

2019

  1. R. Ayanzadeh, M. Halem, and T. Finin, "Compressive Geospatial Analytics", InProceedings, American Geophysical Union, Fall Meeting 2019, December 2019.
  2. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, University of Maryland, Baltimore County, December 2019, 87 downloads.
  3. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, October 2019, 163 downloads.
  4. S. Mousavi, M. Rezaee, and R. Ayanzadeh, "A Survey on Compressive Sensing: Classical Results and Recent Advancements", Article, arXiv:1908.01014, August 2019, 66 downloads.
  5. C. Kery, F. Ferraro, and C. Matuszek, "¿Es un plátano? Exploring the Application of a Physically Grounded Language Acquisition System to Spanish", NAACL Combined Workshop on Spatial Language Understanding and Grounded Communication for Robotics, June 2019, 138 downloads.
  6. N. W. 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, 29 downloads.

2018

  1. R. Ayanzadeh, M. Halem, and T. Finin, "Solving Hard SAT Instances with Adiabatic Quantum Computers", American Geophysical Union, Fall Meeting 2018, abstract #IN41B-27, December 2018.
  2. A. Renjan, K. P. Joshi, S. N. Narayanan, and A. Joshi, "DAbR: Dynamic Attribute-based Reputation scoring for Malicious IP Address Detection", InProceedings, IEEE Intelligence and Security Informatics (IEEE ISI) 2018, November 2018, 1003 downloads.
  3. A. Padia, F. Ferraro, and T. Finin, "KG Cleaner: Identifying and Correcting Errors Produced by Information Extraction Systems", InCollection, arXiv, August 2018, 328 downloads.
  4. M. M. Rahman, "Understanding the Logical and Semantic Structure of Large Documents", PhdThesis, University of Maryland, Baltimore County, May 2018, 100 downloads.
  5. Y. Sun, "On the Integration of Inconsistent Knowledge with Bayseian Networks", PhdThesis, University of Maryland, Baltimore County, May 2018, 93 downloads.

2017

  1. S. Mittal, A. Gupta, K. P. Joshi, C. Pearce, and A. Joshi, "A Question and Answering System for Management of Cloud Service Level Agreements", InProceedings, IEEE International Conference on Cloud Computing, June 2017, 768 downloads.
  2. C. Grasso, "A Semantically Rich Cognitive Search Assistant For Clinical Notes", PhdThesis, UMBC, April 2017, 731 downloads.
  3. K. Chopra, R. Bose, and A. Joshi, "Secrecy Outage of Cooperative Relay Network With and Without Eavesdropper's Direct Link", InProceedings, 23rd National Conference on Communications (NCC), March 2017, 565 downloads.
  4. K. Chopra, R. Bose, and A. Joshi, "Secrecy Performance of Threshold-Based Decode-and-Forward Cooperative Cognitive Radio Network", Article, IET Communications 2017, February 2017, 468 downloads.

2016

  1. K. Chopra, R. Bose, and A. Joshi, "Secrecy Outage Performance of Cooperative Relay Network With Diversity Combining", InProceedings, IEEE 2nd International Conference on Signal and Image Processing (ICSIP’17), November 2016, 672 downloads.
  2. T. W. Satyapanich and T. Finin, "Event Nugget Detection Task: UMBC systems", InProceedings, Proceedings of the 9th Text Analysis Worksho, November 2016, 832 downloads.
  3. P. Jain, P. Kumaraguru, and A. Joshi, "Other Times, Other Values: Leveraging Attribute History to Link User Profiles across Online Social Networks", Article, Social Network Analysis and Mining, September 2016, 982 downloads.
  4. A. Gupta, S. Mittal, K. P. Joshi, C. Pearce, and A. Joshi, "Streamlining Management of Multiple Cloud Services", InProceedings, IEEE International Conference on Cloud Computing, June 2016, 1280 downloads.
  5. D. S. Roche, A. Aviv, and S. Choi, "A Practical Oblivious Map Data Structure with Secure Deletion and History Independence.", InProceedings, IEEE Symposium on Security and Privacy, May 2016, 1058 downloads.
  6. Y. Gui, "Convexification and Deconvexification for Training Artificial Neural Networks", PhdThesis, May 2016, 37 downloads.
  7. S. Mittal, K. P. Joshi, C. Pearce, and A. Joshi, "Automatic Extraction of Metrics from SLAs for Cloud Service Management", InProceedings, 2016 IEEE International Conference on Cloud Engineering (IC2E 2016), April 2016, 1243 downloads.
  8. A. L. Kashyap, L. Han, R. Yus, J. Sleeman, T. W. Satyapanich, S. R. Gandhi, and T. Finin, "Robust Semantic Text Similarity Using LSA, Machine Learning and Linguistic Resources", Article, Language Resources and Evaluation, March 2016, 1809 downloads.

2015

  1. Y. Lee, "Automatic Service Search and Composability Analysis in Large Scale Service Networks", PhdThesis, University of Maryland, Baltimore County, December 2015, 694 downloads.
  2. 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, 1103 downloads.
  3. T. W. Satyapanich and T. Finin, "Event Nugget Detection using Thresholding and Classification Techniques", InProceedings, Eighth Text Analysis Conference, November 2015, 698 downloads.
  4. S. Mittal, K. P. Joshi, C. Pearce, and A. Joshi, "Parallelizing Natural Language Techniques for Knowledge Extraction from Cloud Service Level Agreements", InProceedings, 2015 IEEE International Conference on Big Data, October 2015, 1181 downloads.
  5. P. Jain, P. Kumaraguru, and A. Joshi, "Other Times, Other Values: Leveraging Attribute History to Link User Profiles across Online Social Networks", InProceedings, 26th ACM Conference on Hypertext and Social Media (HT15), August 2015, 1122 downloads.
  6. K. P. Joshi and C. Pearce, "Automating Cloud Service Level Agreements using Semantic Technologies", InProceedings, CLaw Workshop, IEEE International Conference on Cloud Engineering (IC2E), March 2015, 1237 downloads.
  7. 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, 40 downloads.

2014

  1. V. Bansal, "Recoloring Web Pages For Color Vision Deficiency Users", MastersThesis, University of Maryland, Baltimore County, July 2014, 749 downloads.
  2. 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, 46 downloads.

2013

  1. L. Han, T. Finin, P. McNamee, A. Joshi, and Y. Yesha, "Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy", Article, IEEE Transactions on Knowledge and Data Engineering (TKDE), June 2013, 2247 downloads.
  2. H. Lamba, P. Kumaraguru, and A. Joshi, "Faking Sandy: Characterizing and Identifying Fake Images on Twitter during Hurricane Sandy", InProceedings, Second International Workshop on Privacy and Security in Online Social Media (PSOSM), May 2013, 3500 downloads.

2012

  1. 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, 3562 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, 1834 downloads.
  2. F. Zafar, D. Ghosh, L. Sebald, and S. Zhou, "Accelerating a climate physics model with OpenCL", InProceedings, 2011 Symposium on Application Accelerators in High-Performance Computing (SAAHPC'11), July 2011, 1315 downloads.
  3. D. Dalvi, "Clinical-Genomic Analysis for Disease Prediction", MastersThesis, University of Maryland, Baltimore County, July 2011, 1257 downloads.
  4. 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, 1474 downloads.
  5. K. Krishnaswamy, J. Sleeman, and T. Oates, "Real-Time Path Planning for a Robotic Arm", InProceedings, Proceedings of the 4th International Conference on Pervasive Technologies Related to Assistive Environments , May 2011, 1597 downloads.
  6. M. Kewalramani, "Community Detection in Twitter", MastersThesis, University of Maryland Baltimore County, May 2011, 2633 downloads.
  7. A. Jitendra, A. Joshi, and e., "Two-stream indexing for spoken web search", InProceedings, Proceedings of the 20th international conference companion on world wide web, April 2011, 1179 downloads.
  8. K. P. Joshi, A. Joshi, and Y. Yesha, "Managing the Quality of Virtualized Services", InProceedings, Proceedings of the SRII Global Conference 2011, March 2011, 1485 downloads.

2010

  1. V. Mulwad, T. Finin, Z. Syed, and A. Joshi, "Using linked data to interpret tables", InProceedings, Proceedings of the the First International Workshop on Consuming Linked Data, November 2010, 2584 downloads, 7 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, November 2010, 3493 downloads, 6 citations.
  3. 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, 1369 downloads.
  4. M. Dredze, P. McNamee, D. Rao, A. Gerber, and T. Finin, "Entity Disambiguation for Knowledge Base Population", InProceedings, Proceedings of the 23rd International Conference on Computational Linguistics, August 2010, 1853 downloads, 17 citations.
  5. A. Karandikar, "Clustering short status messages: A topic model based approach", MastersThesis, University of Maryland, Baltimore County, July 2010, 9643 downloads.
  6. R. Schauer and A. Joshi, "A Probabilistic Approach to Distributed System Management", InProceedings, Proceedings of the Seventh International Conference on Autonomic Computing, June 2010, 1527 downloads.
  7. 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, 2372 downloads, 5 citations.

2009

  1. P. A. Kodeswaran and A. Joshi, "Towards a Declarative Framework For Managing Application and Network Adaptations", Proceedings, IEEE GlobeCom, December 2009, 1631 downloads.
  2. P. A. Kodeswaran and E. Viegas, "Applying Differential Privacy to Search Queries in a Policy Based Interactive Framework", InProceedings, ACM International Workshop on Privacy and Annonymity for Very Large Datasets, November 2009, 2343 downloads, 2 citations.
  3. 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, 3844 downloads, 1 citation.
  4. P. McNamee, M. Dredze, A. Gerber, N. Garera, T. Finin, J. Mayfield, C. Piatko, D. Rao, D. Yarowsky, and M. Dreyer, "HLTCOE Approaches to Knowledge Base Population at TAC 2009", InProceedings, Proceedings of the 2009 Text Analysis Conference, November 2009, 1225 downloads, 6 citations.
  5. J. Kim, S. Lee, M. Halem, and Y. Peng, "Semantic Similarity Analysis of XML Schema using Grid Computing", InProceedings, Proceedings of the IEEE International Conference on Information Reuse and Integration, August 2009, 414 downloads.
  6. 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. T. Briggs, "Constraint Generation and Reasoning in OWL", PhdThesis, University of Maryland, Baltimore County, November 2008, 3817 downloads.
  2. Y. Shi, "An Investigation of Linguistic Information for Speech Recognition Error Detection", PhdThesis, University of Maryland, Baltimore County, October 2008, 3184 downloads.
  3. Z. Syed, T. Finin, and A. Joshi, "Wikitology: Wikipedia as an ontology", InProceedings, Proceedings of the Grace Hopper Celebration of Women in Computing Conference, October 2008.
  4. B. Aleman-Meza, M. Nagarajan, L. Ding, A. Sheth, B. Arpinar, A. Joshi, and T. Finin, "Scalable semantic analytics on social networks for addressing the problem of conflict of interest detection", Article, ACM Transactions on the Web, February 2008, 2773 downloads, 14 citations.
  5. Y. Peng and L. L. Augsburger, "Knowledge-Based Systems and Other AI Applications for Tableting", InBook, Pharmaceutical Dosage Forms, January 2008, 2849 downloads.

2007

  1. P. Ordonez, P. A. Kodeswaran, V. Korolev, W. Li, O. Walavalkar, A. Joshi, T. Finin, Y. Yesha, and I. George, "A Ubiquitous Context-Aware Environment for Surgical Training", InProceedings, Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems, August 2007, 2200 downloads, 1 citation.
  2. O. V. Ratsimor, "Opportunistic Bartering of Digital Goods and Services in Pervasive Environments", PhdThesis, University of Maryland, Baltimore County, August 2007, 2399 downloads.
  3. X. Zhu, D. Zhang, W. Li, and K. Huang, "A Prediction-Based Fair Replication Algorithm in Structured P2P Systems", InProceedings, Proceedings of the 4th International Conference on Autonomic and Trusted Computing, July 2007, 1459 downloads.
  4. M. Halem, Y. Yesha, C. Tilmes, D. Chapman, M. Goldberg, and L. Zhou, "A Web Service Tool (SOAR) for the Dynamic Generation of L1 Grids of Coincident AIRS, AMSU and MODIS Satellite Sounding Radiance Data for Climate Studies", Article, EOS Transactions, June 2007.
  5. S. Balijepalli, "Blogvox2: A Modular Domain Independent Sentiment Analysis System", MastersThesis, University of Maryland, Baltimore County, June 2007, 7484 downloads, 1 citation.
  6. A. Java, P. Kolari, T. Finin, A. Joshi, J. Martineau, and J. Mayfield, "The BlogVox Opinion Retrieval System", InProceedings, Proceedings of the Fifteenth Text REtrieval Conference (TREC 2006), February 2007, 4048 downloads, 7 citations.

2006

  1. S. Agarwal, "Context-Aware System to Create Electronic Medical Encounter Records", MastersThesis, May 2006, 2591 downloads, 2 citations.

2005

  1. R. Schauer, "A Mass Storage System Administrator Autonomic Assistant", MastersThesis, University of Maryland, Baltimore County, December 2005, 2619 downloads.
  2. 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, 1954 downloads.
  3. S. Avancha, "A Holistic Approach to Secure Sensor Networks", PhdThesis, UMBC, August 2005, 3119 downloads.
  4. M. Halem and R. Schauer, "A Mass Storage System Administrator Autonomic Assistant", InProceedings, Proceedings of the Second International Conference on Autonomic Computing, June 2005, 2174 downloads.
  5. F. Perich, A. Joshi, Y. Yesha, and T. Finin, "Collaborative Joins in a Pervasive Computing Environment", Article, VLDB Journal, April 2005, 4019 downloads, 15 citations.

2004

  1. X. Luan, "Adaptive Middle Agent for Service Matching in the Semantic Web: A Quantitative Approach", PhdThesis, University of Maryland, Baltimore County, November 2004, 3353 downloads.
  2. X. Luan, Y. Peng, and T. Finin, "Quantitative Agent Service Matching", InProceedings, Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence, September 2004, 4 citations.
  3. D. Chakraborty, "Service Discovery and Compsition in Pervasive Environments", PhdThesis, Ph.D. Thesis, June 2004, 4107 downloads, 8 citations.
  4. F. Perich, A. Joshi, and Y. Yesha, "On Data Management in Pervasive Computing Environments", Article, IEEE Transactions on Knowledge and Data Engineering, May 2004, 5219 downloads, 82 citations.

2003

  1. O. V. Ratsimor, D. Chakraborty, A. Joshi, T. Finin, and Y. Yesha, "Service Discovery in Agent-based in Pervasive Computing Environments", Article, Journal on Mobile Networking and Applications, November 2003, 2978 downloads, 38 citations.
  2. 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, 3231 downloads, 47 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, 2635 downloads, 20 citations.
  4. X. Luan, Y. Peng, and T. Finin, "Learning in the Broker Agent", InBook, Innovative Concepts for Agent-Based Systems, January 2003, 1003 downloads.

2002

  1. S. Avancha, V. Korolev, A. Joshi, and Y. Yesha, "On Experiments with a Transport Protocol for Pervasive Computing Environments", Article, Computer Networks, November 2002, 2773 downloads, 3 citations.
  2. 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, 4112 downloads.
  3. F. Perich, S. Avancha, D. Chakraborty, A. Joshi, and Y. Yesha, "Profile Driven Data Management for Pervasive Environments", InProceedings, 13th International Conference on Database and Expert Systems Applications (DEXA 2002), September 2002, 4547 downloads, 41 citations.
  4. S. Tolia, T. Finin, and A. Joshi, "MagicWeaver: An Agent-Based Simulation Framework for Wireless Sensor Networks", InProceedings, Workshop on Ubiquitous Agents for Mobile, Embedded and Wearable Devices, August 2002, 3006 downloads, 1 citation.
  5. N. Srinivasan and T. Finin, "Enabling Peer-to-Peer Resource Discovery in Agent Environment", InProceedings, Challenges in Open Agent Systems / AAMAS 2002, July 2002, 2444 downloads, 1 citation.

2001

  1. V. Korolev and A. Joshi, "An End-End Approach to Wireless Web Access", InProceedings, Wireless Networks and Mobile Computing 2001, Workshop of 21st IEEE Intl. Conf. Distributed Computing Systems, April 2001.

1999

  1. S. Quirolgico and K. Canfield, "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, 2604 downloads, 5 citations.
  2. Y. K. Labrou, "Experiments on using Yahoo! categories to describe documents", InProceedings, Proceedings of the IJCAI99 Workshop on Intelligent Information Integration, July 1999, 2031 downloads, 2 citations.

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, 3441 downloads, 69 citations.

1997

  1. M. A. Grasso, "Speech Input in Multimodal Environments: Effects of Perceptual Structure on Speed, Accuracy, and Acceptance", PhdThesis, May 1997, 2552 downloads, 1 citation.
  2. M. A. Grasso and T. Finin, "Task Integration in Multimodal Speech Recognition Environments", Article, Crossroads, April 1997, 2512 downloads, 10 citations.

Non-Refereed Publications

2011

  1. L. Han, T. Finin, P. McNamee, A. Joshi, and Y. Yesha, "Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy", TechReport, University of Maryland, Baltimore County, June 2011.

2010

  1. K. Viswanathan and T. Finin, "Text Based Similarity and Delta for Semantic Web Graphs", TechReport, University of Maryland, Baltimore County, August 2010, 2302 downloads.

2009

  1. K. P. Joshi, A. Joshi, Y. Yesha, and e., "A Framework for Relating Frontstage and Backstage Quality in Virtualized Services", TechReport, TR-CS-09-01, May 2009, 1701 downloads.

2008

  1. J. Martineau and P. A. Kodeswaran, "SecurePass: Guarding sensitive information from untrusted machines", TechReport, September 2008, 1539 downloads.

2003

  1. F. Perich, A. Joshi, and Y. Yesha, "Collaborative Joins in a Pervasive Computing Environment", TechReport, University of Maryland, Baltimore County, August 2003, 3960 downloads.

2001

  1. S. Avancha, A. Joshi, and T. Finin, "Enhancing the Bluetooth Service Discovery Protocol", TechReport, University of Maryland, Baltimore County, August 2001, 1626 downloads.

1998

  1. 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, 775 downloads.