UMBC ebiquity UMBC ebiquity

Tags: prediction

Subscribe

Publications

2023

  1. D. Dahiphale, A. Wadkar, and K. P. Joshi, "CDFMR: A Distributed Statistical Analysis of Stock Market Data using MapReduce with Cumulative Distribution Function", InProceedings, IEEE CLOUD Summit Conference 2023, July 2023, 188 downloads.

2022

  1. 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, 191 downloads.
  2. M. Halem, a. kochanski, J. Mandel, P. Nguyen, R. Atlas, Z. Yang, A. Bargteil, J. Sleeman, V. Caicedo, B. Demoz, D. Chapman, and K. Patel, "A Machine Learning Plume-Resolving Model Implementation over North America for Mega-Wildland Fire Smoke Impacts on Distant Planetary Boundary Layers", InProceedings, 102nd American Meteorological Society Annual Meeting, January 2022.

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.
  2. D. Ziaei, J. Sleeman, M. Halem, V. Caicedo, R. M. Delgado, and B. Demoz, "Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction", InProceedings, AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, March 2021, 376 downloads.
  3. Z. Ali, D. Ziaei, J. Sleeman, Z. Yang, and M. Halem, "LSTMs for Inferring Planetary Boundary Layer Height (PBLH)", InProceedings, AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, March 2021, 411 downloads.

2020

  1. R. Patel and F. Ferraro, "On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling", InProceedings, EMNLP Workshop on Deep Learning Inside Out, November 2020, 310 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, 385 downloads.
  3. N. K. Choudhary, S. Chukkapalli, S. Mittal, M. Gupta, M. Abdelsalam, and A. Joshi, "YieldPredict: A Crop Yield Prediction Framework for Smart Farms", IEEE International Conference on Big Data 2020, November 2020, 590 downloads.
  4. 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, 379 downloads.

2019

  1. A. Padia, K. Kalpakis, F. Ferraro, and T. Finin, "Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization", Article, Journal of Web Semantics, December 2019, 976 downloads.
  2. 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.
  3. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, University of Maryland, Baltimore County, December 2019, 367 downloads.
  4. A. Padia, K. Kalpakis, F. Ferraro, and T. Finin, "Reflections on: Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization", InProceedings, International Semantic Web Conference (Journal Track), October 2019, 667 downloads.
  5. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, October 2019, 697 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, 626 downloads.

2017

  1. J. Sleeman, "Dynamic Data Assimilation for Topic Modeling (DDATM)", PhdThesis, University of Maryland, Baltimore County, July 2017.

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, 1451 downloads.
  2. T. W. Satyapanich and T. Finin, "Event Nugget Detection Task: UMBC systems", InProceedings, Proceedings of the 9th Text Analysis Worksho, November 2016, 1111 downloads.

2015

  1. Y. Feng, V. P. Janeja, Y. Yesha, N. Rishe, M. A. Grasso, and A. Niskar, "Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata", InProceedings, 2015 IEEE 5th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), November 2015, 919 downloads.

2013

  1. V. Korolev, M. A. Grasso, and A. Joshi, "On Use of Machine Learning Techniques and Genotypes for Prediction of Chronic Diseases", InProceedings, AMIA Annual Symposium, November 2013.
  2. J. Sleeman and T. Finin, "Type Prediction for Efficient Coreference Resolution in Heterogeneous Semantic Graphs", InProceedings, Proceedings of the Seventh IEEE International Conference on Semantic Computing, September 2013, 1310 downloads.

2012

  1. M. A. Grasso, D. Dalvi, S. Das, V. Korolev, and Y. Yesha, "Genetic information for chronic desease prediction", InProceedings, Bioinformatics and Biomedicine Workshops (BIBMW), November 2012.
  2. M. M. Rahman, "Mining social data to extract intellectual knowledge", Article, arXiv eprint , September 2012, 23 downloads.
  3. M. M. Rahman, "Intellectual knowledge extraction from online social data", InProceedings, 2012 International Conference on Informatics, Electronics & Vision (ICIEV), May 2012.

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, 2104 downloads.
  2. D. Dalvi, "Clinical-Genomic Analysis for Disease Prediction", MastersThesis, University of Maryland, Baltimore County, July 2011, 1538 downloads.

2010

  1. Z. Syed, "Wikitology: A novel hybrid knowledge base derived from wikipedia", PhdThesis, University of Maryland, Baltimore County, August 2010, 1269 downloads.

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, 2398 downloads.
  2. K. Dasgupta, R. Singh, B. Vishwanathan, D. Chakraborty, A. Joshi, S. Mukherjea, and A. A. Nanavati, "Social ties and their relevance to churn in mobile telecom networks", InProceedings, Proceedings of the 11th international conference on Extending database technology: Advances in database technology, March 2008, 2739 downloads.

2007

  1. 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, 1680 downloads.

2006

  1. C. Parr, J. Sachs, A. Parafiynyk, T. Wang, R. Espinosa, and T. Finin, "ETHAN: the Evolutionary Trees and Natural History Ontology", TechReport, TR-EBQ-320-2006, November 2006, 4547 downloads, 1 citation.

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, 2214 downloads.

2002

  1. T. Finin and A. Joshi, "Agents, Trust, and Information Access on the Semantic Web", Article, SIGMOD Record, December 2002, 1446 downloads.
  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, 4373 downloads.
  3. M. Guo, G. Kalra, W. Wilson, Y. Peng, and L. L. Augsburger, "A Prototype Intelligent Hybrid System for Hard Gelatin Capsule Formulation Development", Article, Pharmaceutical Technology, September 2002, 18355 downloads, 8 citations.

Presentation

  1. A Different Kind of Social Physics
  2. Predicting food web connectivity: Phylogenetic scope, evidence thresholds, and intelligent agents
  3. Trust and Reputation in Social Networks
  4. Wikitology: A Wikipedia Derived Knowledge Base

Old News

  1. UMBC and IBM collaborate on autonomic computing
    February 24, 2005

Old Events

  1. Masters Thesis Research Update - Amey and Nikhil
    December 13, 2011
  2. Finding Communities in Social Media
    November 15, 2011
  3. Masters Thesis Research Proposal: Amey Sane and Nikhil Puranik
    September 27, 2011
  4. Genetic information for chronic disease prediction
    September 23, 2011
  5. Estimating Temporal Boundaries For Events Using Social Media Data
    June 15, 2011
  6. Prediction markets for fun, feedback and the future
    March 17, 2011
  7. Wikitology: A Novel Hybrid Knowledge Base Derived from Wikipedia
    July 19, 2010
  8. Prediction of Oscar Award Nominations Based on Movie Scripts
    July 6, 2010
  9. Cost-Sensitive Information Acquisition for Prediction
    April 21, 2010
  10. Trust and Reputation in Social Networks
    March 30, 2010