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Active Projects

  1. ALDA: Automated Legal Document Analytics

Past Projects

  1. Modelling the evolution of climate change research
  2. Semantic Discovery: Discovering Complex Relationships in Semantic Web

Publications

2024

  1. R. Walid, K. P. Joshi, and S. Choi, "Comparison of attribute‑based encryption schemes in securing healthcare systems", Article, Scientific Reports, Nature, March 2024, 136 downloads.

2023

  1. A. Kotal, L. Elluri, D. Gupta, V. Mandalapu, and A. Joshi, "Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis", InProceedings, IEEE International Conference on Big Data (BigData), December 2023, 140 downloads.
  2. S. Ghosh, M. Koupaee, I. Chen, F. Ferraro, N. Chambers, and N. Balasubramanian, "PASTA: A Dataset for Modeling PArticipant STAtes in Narratives", Article, Transactions of the Association for Computational Linguistics, November 2023, 66 downloads.
  3. K. Darvish, E. Raff, F. Ferraro, and C. Matuszek, "Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities", Article, Transactions on Machine Learning Research, October 2023, 71 downloads.
  4. V. S. Kumar, V. Mulwad, J. W. Williams, T. Finin, S. Dixit, and A. Joshi, "Knowledge Graph-driven Tabular Data Discovery from Scientific Documents", InProceedings, Joint Workshops at 49th International Conference on Very Large Data Bases (VLDBW’23) — TaDA’23: Tabular Data Analysis Workshop, September 2023, 340 downloads.
  5. A. Kotal, N. Das, and A. Joshi, "Knowledge Infusion in Privacy Preserving Data Generation", InProceedings, KDD Workshop on Knowledge-infused Learning, 29TH ACM SIGKDD,, August 2023, 123 downloads.
  6. S. R. Dipta, M. Rezaee, and F. Ferraro, "Semantically-informed Hierarchical Event Modeling", InProceedings, Proceedings of the 12th Joint Conference on Lexical and Computational Semantics, July 2023, 79 downloads.
  7. V. Mulwad, V. S. Kumar, J. W. Williams, T. Finin, S. Dixit, and A. Joshi, "Towards Semantic Exploration of Tables in Scientific Documents", InProceedings, Workshop on Semantic Technologies for Scientific, Technical and Legal Data, Extended Semantic Web Conference, May 2023, 363 downloads.
  8. M. Rezaee and F. Ferraro, "RevUp: Revise and Update Information Bottleneck for Event Representation", InProceedings, Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, May 2023, 108 downloads.
  9. K. Roy, M. Gaur, M. Soltani, V. Rawte, and A. Sheth, "ProKnow: Process knowledge for safety constrained and explainable question generation for mental health diagnostic assistance", Article, Frontiers in Big Data, January 2023, 67 downloads.

2022

  1. S. Vallurupalli, S. Ghosh, K. Erk, N. Balasubramanian, and F. Ferraro, "POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events", Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, December 2022, 143 downloads.
  2. C. Hanks and R. M. Verma, "Data Quality and Linguistic Cues for Domain-independent Deception Detection", InProceedings, IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT), December 2022, 71 downloads.
  3. 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.
  4. R. Razavisousan and K. P. Joshi, "Building Textual Fuzzy Interpretive Structural Modeling to Analyze Factors of Student Mobility Based on User Generated Content", Article, International Journal of Information Management Data Insights, November 2022, 384 downloads.
  5. K. Roy, Y. Zi, V. Narayanan, M. Gaur, and A. Sheth, "KSAT: Knowledge-infused Self Attention Transformer -- Integrating Multiple Domain-Specific Contexts", TechReport, arXiv:2210.04307 [cs.CL], October 2022, 109 downloads.
  6. D. Ghosh, P. Gupta, S. Dixit, and R. Yus, "JENNER: Just-in-time Enrichment in Query Processing", InProceedings, Proceedings of the VLDB Endowment, September 2022, 238 downloads.
  7. C. Hanks, M. Maiden, P. Ranade, T. Finin, and A. Joshi, "Recognizing and Extracting Cybersecurity Entities from Text", InProceedings, Workshop on Machine Learning for Cybersecurity, International Conference on Machine Learning, July 2022, 1026 downloads.
  8. 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, 267 downloads.
  9. S. Dixit, K. P. Joshi, S. Choi, and L. Elluri, "Semantically Rich Access Control in Cloud EHR Systems Based on MA-ABE", InProceedings, 8th IEEE International Conference on Big Data Security on Cloud (BigDataSecurity 2022), May 2022, 343 downloads.
  10. C. Hanks, M. Maiden, P. Ranade, T. Finin, and A. Joshi, "CyberEnt: Extracting Domain Specific Entities from Cybersecurity Text", InProceedings, Mid-Atlantic Student Colloquium on Speech, Language and Learning, April 2022, 787 downloads.
  11. 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, 182 downloads.
  12. A. Kotal, A. Piplai, S. Chukkapalli, and A. Joshi, "PriveTAB : Secure and Privacy-Preserving sharing of Tabular Data", InProceedings, ACM International Workshop on Security and Privacy Analytics, April 2022, 378 downloads.
  13. 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, 471 downloads.
  14. A. Chio, D. Jiang, P. Gupta, G. Bouloukakis, R. Yus, S. Dixit, and N. Venkatasubramanian, "SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations", InProceedings, IEEE International Conference on Pervasive Computing and Communications (PerCom), March 2022, 134 downloads.
  15. A. Chio, D. Jiang, P. Gupta, G. Bouloukakis, R. Yus, S. Mehrotra, and N. Venkatasubramanian, "Artifact: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations", InProceedings, 20th International Conference on Pervasive Computing and Communications, March 2022, 136 downloads.

2021

  1. S. Dasgupta, A. Piplai, P. Ranade, and A. Joshi, "Cybersecurity Knowledge Graph Improvement with Graph Neural Networks", InProceedings, International Conference on Big Data, December 2021, 415 downloads.
  2. D. L. Kim, L. Elluri, and K. P. Joshi, "Trusted Compliance Enforcement Framework for Sharing Health Big Data", InProceedings, IEEE BigData 2021 4th Special Session on HealthCare Data, December 2021, 420 downloads.
  3. R. Razavisousan and K. P. Joshi, "Analyzing GDPR compliance in Cloud Services' privacy policies using Textual Fuzzy Interpretive Structural Modeling (TFISM)", InProceedings, IEEE International Services Computing Conference (SCC) 2021 in IEEE World Congress on Services 2021, September 2021, 428 downloads.
  4. L. Elluri, A. Piplai, A. Kotal, A. Joshi, and K. P. Joshi, "A Policy-Driven Approach to Secure Extraction of COVID-19 Data From Research Papers", Article, Frontiers in Big Data, doi: 10.3389/fdata.2021.701966, August 2021, 373 downloads.
  5. N. Pillai, C. Matuszek, and F. Ferraro, "Neural Variational Learning for Grounded Language Acquisition", InProceedings, IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), August 2021, 186 downloads.
  6. A. Ganesan, F. Ferraro, and T. Oates, "Locality Preserving Loss: Neighbors that Live together, Align together", InProceedings, AdaptNPT: The Second Workshop on Domain Adaptation for NLP at EACL, April 2021, 265 downloads.

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, IEEE International Conference on Big Data 2020, December 2020, 1010 downloads.
  2. S. Vallurupalli, J. Sleeman, and T. Finin, "Fine and Ultra-Fine Entity Type Embeddings for Question Answering", InProceedings, International Semantic Web Conference, November 2020, 380 downloads.
  3. S. N. Narayanan, A. Joshi, and R. Bose, "ABATe: Automatic Behavioral Abstraction Technique to Detect Anomalies in Smart Cyber-Physical Systems", InProceedings, IEEE Transactions on Dependable and Secure Computing, October 2020, 554 downloads.
  4. A. Padia, K. Kalpakis, F. Ferraro, and T. Finin, "Knowledge Graph Inference using Tensor Embedding", InProceedings, 17th International Conference on Principles of Knowledge Representation and Reasoning, September 2020, 430 downloads.
  5. 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, 271 downloads.
  6. P. Jenkins, R. Sachdeva, G. Y. Kebe, P. Higgins, K. Darvish, E. Raff, D. Engel, J. Winder, F. Ferraro, and C. Matuszek, "Presentation and Analysis of a Multimodal Dataset for Grounded Language Learning", Article, arXiv:2007.14987 [cs.RO], July 2020, 275 downloads.
  7. 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, 373 downloads.
  8. 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, 383 downloads.
  9. A. Ganesan, F. Ferraro, and T. Oates, "Locality Preserving Loss to Align Vector Spaces", Article, arXiv:2004.03734 [cs.LG], April 2020, 309 downloads.
  10. 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, 587 downloads.

2019

  1. A. Kaplunovich, K. P. Joshi, and Y. Yesha, "Scalability Analysis of Blockchain on a Serverless Cloud", InProceedings, 7th International Workshop on Distributed Storage and Blockchain Technologies for Big Data, held in conjunction with IEEE International Conference on Big Data, 2019, December 2019, 929 downloads.
  2. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, University of Maryland, Baltimore County, December 2019, 358 downloads.
  3. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, October 2019, 679 downloads.
  4. A. S. White, E. Stengel-Eskin, S. Vashishtha, V. Govindarajan, D. Reisinger, T. Vieira, K. Sakaguchi, S. Zhang, F. Ferraro, R. Rudinger, K. Rawlins, and B. Van Durme, "The Universal Decompositional Semantics Dataset and Decomp Toolkit", Article, arXiv:1909.13851 [cs.CL], September 2019, 325 downloads.
  5. S. Dixit, K. P. Joshi, and S. Choi, "Multi Authority Access Control in a Cloud EHR System with MA-ABE", InProceedings, IEEE International Conference on Edge Computing (EDGE 2019), July 2019, 725 downloads.
  6. L. Elluri, V. Mandalapu, and N. Roy, "Developing Machine Learning based Predictive Models for Smart Policing", InProceedings, International Conference on Smart Computing (SMARTCOMP), June 2019, 605 downloads.
  7. S. K. Singh, R. Bose, and A. Joshi, "Energy theft detection for AMI using principal component analysis based reconstructed data", Article, IET Cyber-Physical Systems: Theory & Applications, June 2019, 865 downloads.
  8. S. N. Narayanan, "A Framework for Detecting Anomalous Behaviors in Smart Cyber-physical Systems", PhdThesis, University of Maryland, Baltimore County, May 2019, 312 downloads.
  9. S. N. Narayanan, "A Framework for Detecting Anomalous Behaviors in Smart Cyber-Physical Systems", PhdThesis, May 2019, 94 downloads.
  10. K. P. Joshi and A. Banerjee, "Automating Privacy Compliance Using Policy Integrated Blockchain", Article, Cryptography, Special Issue Advances of Blockchain Technology and Its Applications, February 2019, 989 downloads.

2018

  1. 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, 1619 downloads.
  2. A. Padia, F. Ferraro, and T. Finin, "SURFACE: Semantically Rich Fact Validation with Explanations", InCollection, arXiv, November 2018, 534 downloads.
  3. A. Padia, F. Ferraro, and T. Finin, "SURFACE: Semantically Rich Fact Validation with Explanations", Article, arXiv preprint arXiv:1810.13223, October 2018, 404 downloads.
  4. M. M. Rahman and T. Finin, "Understanding and representing the semantics of large structured documents", InProceedings, Proceedings of the 4th Workshop on Semantic Deep Learning (SemDeep-4, ISWC), October 2018, 818 downloads.
  5. A. Padia, F. Ferraro, and T. Finin, "KG Cleaner: Identifying and Correcting Errors Produced by Information Extraction Systems", InCollection, arXiv, August 2018, 601 downloads.
  6. M. M. Rahman, "Understanding the Logical and Semantic Structure of Large Documents", PhdThesis, University of Maryland, Baltimore County, May 2018, 386 downloads.

2017

  1. J. Sleeman, T. Finin, M. Cane, and M. Halem, "Discovering Scientific Influence using Cross-Domain Dynamic Topic Modeling", InProceedings, IEEE International Conference on Big Data, December 2017, 917 downloads.
  2. M. M. Rahman and T. Finin, "Deep Understanding of a Document's Structure", InProceedings, 4th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, December 2017, 1204 downloads.
  3. M. M. Rahman and T. Finin, "Understanding the Logical and Semantic Structure of Large Documents", Article, arXiv e-print, September 2017, 933 downloads.
  4. A. Banerjee, R. Dalal, S. Mittal, and K. P. Joshi, "Generating Digital Twin models using Knowledge Graphs for Industrial Production Lines", InProceedings, Workshop on Industrial Knowledge Graphs, co-located with the 9th International ACM Web Science Conference 2017, June 2017, 2075 downloads.
  5. A. L. Kashyap, "Deep Representation of Lyrical Style and Semantics for Music Recommendation", PhdThesis, University of Maryland, Baltimore County, May 2017, 321 downloads.

2016

  1. A. Padia, K. Kalpakis, and T. Finin, "Inferring Relations in Knowledge Graphs with Tensor Decompositions", InProceedings, IEEE International Conference on Big Data , December 2016, 1444 downloads.
  2. K. P. Joshi, A. Gupta, S. Mittal, C. Pearce, A. Joshi, and T. Finin, "ALDA : Cognitive Assistant for Legal Document Analytics", InProceedings, AAAI Fall Symposium 2016, September 2016, 1199 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, 1385 downloads.
  4. Y. Gui, "Convexification and Deconvexification for Training Artificial Neural Networks", PhdThesis, May 2016, 274 downloads.

2015

  1. Y. Huang, Y. Yesha, and S. Zhou, "A database-based distributed computation architecture with Accumulo and D4M: An application of eigensolver for large sparse matrix", InProceedings, IEEE International Conference on Big Data, November 2015, 1273 downloads.
  2. A. Kench, V. P. Janeja, Y. Yesha, N. Rishe, M. A. Grasso, and A. Niskar, "Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management", InProceedings, International Conference on Healthcare Informatics (ICHI), November 2015, 1227 downloads.
  3. A. Padia, T. Finin, and A. Joshi, "Attribute-based Fine Grained Access Control for Triple Stores", InProceedings, 3rd Society, Privacy and the Semantic Web - Policy and Technology workshop, 14th International Semantic Web Conference, October 2015, 1569 downloads.
  4. P. Pappachan, R. Yus, P. K. Das, S. Mehrotra, T. Finin, and A. Joshi, "Building a Mobile Applications Knowledge Base for the Linked Data Cloud", InProceedings, 1st International Workshop on Mobile Deployment of Semantic Technologies (MoDeST 2015), co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, PA (USA), October 2015, 1248 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, 1442 downloads.
  6. Z. Syed, T. Finin, M. M. Rahman, J. Kukla, and J. Yun, "Discovering and Querying Hybrid Linked Data", InProceedings, Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference , May 2015, 1126 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, 242 downloads.
  8. V. Mulwad, "TABEL - A Domain Independent and Extensible Framework for Inferring the Semantics of Tables", PhdThesis, University of Maryland, Baltimore County, January 2015, 2617 downloads.

2014

  1. T. Narock, A. A. Krisnadhi, P. Hitzler, M. Cheatham, R. Arko, S. Carbotte, A. Shepherd, C. Chandler, L. Raymond, P. Wiebe, and T. Finin, "The OceanLink Project", InProceedings, IEEE International Conference on Big Data, December 2014, 1099 downloads.
  2. L. Han, "Schema Free Querying of Semantic Data", PhdThesis, University of Maryland, Baltimore County, August 2014, 1546 downloads.
  3. 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.

2013

  1. J. Martineau, D. Cheng, and T. Finin, "TISA: Topic Independence Scoring Algorithm", InProceedings, Proceedings of the 9th Internastional Conference on Machine Learning and Data Mining, July 2013, 1065 downloads.
  2. 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, 2766 downloads.

2012

  1. J. Sleeman, "Online unsupervised coreference resolution for semi-structured heterogeneous data", InProceedings, Proceedings of the 11th International Semantic Web Conference, November 2012, 1010 downloads.

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.
  2. M. Kewalramani, "Community Detection in Twitter", MastersThesis, University of Maryland Baltimore County, May 2011, 2957 downloads.

2010

  1. C. Tilmes, Y. Yesha, and M. Halem, "Tracking Provenance of Earth Science Data", Article, Earth Science Informatics, November 2010, 1596 downloads.
  2. P. A. Kodeswaran and E. Viegas, "Towards a privacy preserving policy based infrastructure for social data access to enable scientific research", InProceedings, Eighth Annual Conference on Privacy, Security and Trust, August 2010, 48 downloads.
  3. V. Mulwad, "T2LD - An automatic framework for extracting, interpreting and representing tables as Linked Data", MastersThesis, UMBC, August 2010, 3552 downloads.
  4. P. A. Kodeswaran and E. Viegas, "A Policy Based Infrastructure for Social Data Access with Privacy Guarantees", InProceedings, Proceedings of the IEEE International Symposium on Policies for Distributed Systems and Networks, July 2010, 4894 downloads, 6 citations.
  5. A. Karandikar, "Clustering short status messages: A topic model based approach", MastersThesis, University of Maryland, Baltimore County, July 2010, 10216 downloads.

2009

  1. 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, 2579 downloads, 2 citations.
  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, 4251 downloads, 1 citation.
  3. W. Li and A. Joshi, "Outlier Detection in Ad Hoc Networks Using Dempster-Shafer Theory", InProceedings, 10th International Conference on Mobile Data Management (MDM 2009), May 2009, 2023 downloads, 7 citations.
  4. K. Burton, A. Java, and I. Soboroff, "The ICWSM 2009 Spinn3r Dataset", InProceedings, Third Annual Conference on Weblogs and Social Media (ICWSM 2009), May 2009, 24 citations.

2008

  1. J. Sachs, L. Han, T. Wang, and C. Parr, "Bioblitz Data on the Semantic Web", InProceedings, International Semantic Web Conference (Posters & Demos), September 2008, 1340 downloads.
  2. 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.

2007

  1. M. Halem, Y. Yesha, C. Tilmes, D. Chapman, N. Most, and A. Bertolli, "SOAR: A System for the Analysis of Atmospheric Radiances", InProceedings, EOS Transactions, December 2007.
  2. 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, 2120 downloads, 3 citations.
  3. T. Finin, J. Sachs, and C. Parr, "Finding Data, Knowledge, and Answers on the Semantic Web", InProceedings, Proceedings of the 20th International FLAIRS Conference, February 2007, 2763 downloads, 1 citation.

2006

  1. J. Sachs, C. Parr, A. Parafiynyk, R. Pan, L. Han, L. Ding, T. Finin, A. Hollender, and T. Wang, "Using the Semantic Web to Support Ecoinformatics", InProceedings, Proceedings of the AAAI Fall Symposium on the Semantic Web for Collaborative Knowledge Acquisition , October 2006, 7125 downloads, 6 citations.
  2. P. Kolari, A. Java, and T. Finin, "Characterizing the Splogosphere", InProceedings, Proceedings of the 3rd Annual Workshop on Weblogging Ecosystem: Aggregation, Analysis and Dynamics, 15th World Wid Web Conference, May 2006, 7498 downloads, 84 citations.
  3. L. Ding, "Enhancing Semantic Web Data Access", PhdThesis, University of Maryland, Baltimore County, April 2006, 6793 downloads, 8 citations.

2005

  1. T. Briggs and T. Oates, "Discovering Domain-Specific Composite Kernels", InProceedings, Proceedings of the Twentieth National Conference on Artificial Intelligence and the Seventeenth Annual Conference on Innovative Applications of Artificial intelligence, July 2005, 2015 downloads.
  2. V. Parekh, "Applying Ontologies and Semantic Web technologies to Environmental Sciences and Engineering", MastersThesis, University of Maryland, Baltimore County, May 2005, 14208 downloads, 1 citation.

2004

  1. V. Parekh, J. (. Gwo, and T. Finin, "Ontology based Semantic Metadata for GeoScience Data", InProceedings, Proceedings of the International Conference on Information and Knowledge Engineering, June 2004, 5613 downloads, 1 citation.

2003

  1. E. Perlman and A. Java, "Predictive Mining of Time Series Data in Astronomy", Article, Astronomical Data Analysis Software and Systems XII ASP Conference Series, January 2003, 2479 downloads, 12 citations.

Dataset

  1. 10M RDF triples
  2. Annotations of Cybersecurity blogs and articles
  3. foafPub dataset
  4. Splog Blog Dataset
  5. Structural Metadata from ArXiv Articles
  6. swoogle31_urls_2006-JAN
  7. UMBC webbase corpus
  1. Evaluating what generative AI systems know about cybersecurity

Presentation

  1. Finding Data, Knowledge, and Answers on the Semantic Web
  2. Finding knowledge, data and answers on the Semantic Web
  3. Predicting food web connectivity: Phylogenetic scope, evidence thresholds, and intelligent agents
  4. What generative AI systems know about cybersecurity

Old Events

  1. Attribute-based Fine Grained Access Control for Triple Stores
    September 14, 2015
  2. TABEL -- A Domain Independent and Extensible Framework for Inferring the Semantics of Tables
    January 8, 2015
  3. PhD defense: Lushan Han, Schema Free Querying of Semantic Data
    May 23, 2014
  4. Predicting Chronic Diseases with Machine Learning
    March 5, 2013
  5. High Resolution Decadal Gridding of NASA Atmospheric Infrared Sounder (AIRS) Earth Monitoring Instrument.
    March 1, 2012
  6. MD Semantic Web Meetup: semantic integration frameworks
    September 23, 2011
  7. Community Detection in Twitter
    May 16, 2011
  8. Enabling Reproducibility of Scientific Data Flows through Tracking and Representation of Provenance
    March 31, 2011
  9. Enabling Reproducibility of Scientific Data Flows with Provenance Equivalence
    February 8, 2011
  10. Clustering short status messages: a topic model based approach
    July 26, 2010