Health Information and Research, Center for (CHIR)

Filter
Conference contribution

Search results

  • 2016

    Automated data mining methods for identifying energy efficiency opportunities using whole-building electricity data

    Howard, P., Runger, G., Reddy, T. A. & Katipamula, S., 2016, ASHRAE Transactions. American Society of Heating, Refrigerating and Air-Conditioning Engineers (ASHRAE), p. 422-433 12 p. (ASHRAE Transactions; vol. 122).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Social media mining for public health monitoring and surveillance

    Paul, M. J., Sarker, A., Brownstein, J. S., Nikfarjam, A., Scotch, M., Smith, K. L. & Gonzalez, G., 2016, Pacific Symposium on Biocomputing 2016, PSB 2016. World Scientific Publishing Co. Pte Ltd, p. 468-479 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    78 Scopus citations
  • 2015

    Use of random forest algorithm to evaluate model-based EUI benchmarks from CBECS database

    Kaskhedikar, A., Reddy, T. A. & Runger, G., 2015, ASHRAE Transactions. American Society of Heating, Refrigerating and Air-Conditioning Engineers (ASHRAE), p. 17-28 12 p. (ASHRAE Transactions; vol. 121).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2013

    An associative based approach to analyzing an online learning environment

    Azarnoush, B., Bekki, J. M., Bernstein, B. L. & Runger, G. C., 2013, ASEE Annual Conference and Exposition, Conference Proceedings.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • High-dimensional disease outbreak detection using tree-based ensembles

    Dávila, S., Runger, G., Tuv, E. & Pacheco, P., 2013, IIE Annual Conference and Expo 2013. Institute of Industrial Engineers, p. 2551-2560 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2012

    Feature selection via regularized trees

    Deng, H. & Runger, G., 2012, 2012 International Joint Conference on Neural Networks, IJCNN 2012. 6252640. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    113 Scopus citations
  • Rule-based methods for diagnosing out-of-control signals

    Dávila, S., Torres-Burgos, M. & Runger, G., 2012, 62nd IIE Annual Conference and Expo 2012. Institute of Industrial Engineers, p. 1506-1515 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2011

    Bias of importance measures for multi-valued attributes and solutions

    Deng, H., Runger, G. & Tuv, E., Jun 24 2011, Artificial Neural Networks and Machine Learning, ICANN 2011 - 21st International Conference on Artificial Neural Networks, Proceedings. PART 2 ed. p. 293-300 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6792 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    82 Scopus citations
  • Extracting geographic knowledge from sensor intervention data using spatial association rules

    Kondaveeti, A., Liu, H., Runger, G. & Rowe, J., Sep 1 2011, ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. p. 127-130 4 p. 5969018. (ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • High-dimensional surveillance

    Dávila, S., Runger, G. & Tuv, E., Jun 24 2011, Artificial Neural Networks and Machine Learning, ICANN 2011 - 21st International Conference on Artificial Neural Networks, Proceedings. PART 2 ed. p. 245-252 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6792 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Image denoising with a multi-phase kernel principal component approach and an ensemble version

    Sahu, A., Runger, G. & Apley, D., Dec 1 2011, 2011 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2011. 6176339. (Proceedings - Applied Imagery Pattern Recognition Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Misuse of Information-theoretic dispersion measures as design complexity metrics

    Shah, J. J. & Runger, G., Dec 1 2011, ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2011. p. 395-404 10 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 9).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Target-aware anomaly detection and diagnosis

    Borisov, A., Runger, G. & Tuv, E., Sep 14 2011, ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics. p. 14-23 10 p. (ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2010

    Border security: Supplementing human intelligence in a sensor network using sequential pattern mining

    Kondaveeti, A., Runger, G., Rowe, J. & Liu, H., 2010, 2010 3rd International Conference on Human-Centric Computing, HumanCom 2010. 5563322. (2010 3rd International Conference on Human-Centric Computing, HumanCom 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2009

    Contributor diagnostics for anomaly detection

    Borisov, A., Runger, G. & Tuv, E., Nov 27 2009, Artificial Neural Networks - ICANN 2009 - 19th International Conference, Proceedings. PART 2 ed. p. 944-953 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5769 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Supervised multivariate discretization in mixed data with random forests

    Berrado, A. & Runger, G., 2009, 2009 IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2009. p. 211-217 7 p. 5069327. (2009 IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • Zero-inflated boosted ensembles for rare event counts

    Borisov, A., Runger, G., Tuv, E. & Lurponglukana-Strand, N., 2009, Advances in Intelligent Data Analysis VIII - 8th International Symposium on Intelligent Data Analysis, IDA 2009, Proceedings. p. 225-236 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5772 LCNS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2008

    Clustering massive categorical data with class association rules

    Berrado, A. & Runger, G., Dec 1 2008, 2008 International Conference on Innovations in Information Technology, IIT 2008. p. 223-227 5 p. 4781693. (2008 International Conference on Innovations in Information Technology, IIT 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Healthcare risk modeling for medicaid patients the impact of sampling on the prediction of high-cost patients

    Moturu, S. T., Liu, H. & Johnson, W., 2008, HEALTHINF 2008 - 1st International Conference on Health Informatics, Proceedings. p. 126-133 8 p. (HEALTHINF 2008 - 1st International Conference on Health Informatics, Proceedings; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Trust evaluation in health information on the world wide web

    Moturu, S. T., Liu, H. & Johnson, W., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society, p. 1525-1528 4 p. 4649459. (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    27 Scopus citations
  • Understanding the effects of sampling on healthcare risk modeling for the prediction of future high-cost patients

    Moturu, S. T., Liu, H. & Johnson, W., Dec 1 2008, Biomedical Engineering Systems and Technologies - International Joint Conference, BIOSTEC 2008, Revised Selected Papers. p. 493-506 14 p. (Communications in Computer and Information Science; vol. 25 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2007

    Change-point detection with supervised learning and feature selection

    Eruhimov, V., Martyanov, V., Tuv, E. & Runger, G., 2007, ICINCO 2007 - 4th International Conference on Informatics in Control, Automation and Robotics, Proceedings. Vol. ICSO. p. 359-363 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Predicting future high-cost patients: A real-world risk modeling application

    Moturu, S. T., Johnson, W. & Liu, H., Dec 1 2007, Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007. p. 202-208 7 p. 4413056. (Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    20 Scopus citations