Health Solutions, College of (CHS)

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  • 2011

    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

    7 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

    7 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

  • How specialized are specialized corpora? Behavioral evaluation of corpus representativeness for Maltese

    Francom, J., La Cross, A. & Ussishkin, A., Jan 1 2010, Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010. Tapias, D., Russo, I., Hamon, O., Piperidis, S., Calzolari, N., Choukri, K., Mariani, J., Mazo, H., Maegaard, B., Odijk, J. & Rosner, M. (eds.). European Language Resources Association (ELRA), p. 421-427 7 p.

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

    2 Scopus citations
  • 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

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

    Borisov, A., Runger, G., Tuv, E. & Lurponglukana-Strand, N., Oct 16 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

    1 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

    3 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., Dec 15 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

    18 Scopus citations
  • 2003

    Mechanical and metabolic changes in gait permormance with spinal cord stimulation and reflex-FES

    Carhart, M., Willis, W., Thompson, A., Huang, H., D'Luzansky, S., Thresher, J., Herman, R. & He, J., 2003, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Leder, R. S. (ed.). Vol. 2. p. 1558-1561 4 p.

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

    4 Scopus citations
  • 2002

    A policy-based storage management framework

    Devarakonda, M., Gelb, J., Saha, A. & Strickland, J., 2002, Proceedings - 3rd International Workshop on Policies for Distributed Systems and Networks, POLICY 2002. p. 232-235 4 p. 1011315. (Proceedings - 3rd International Workshop on Policies for Distributed Systems and Networks, POLICY 2002).

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

    3 Scopus citations
  • 2001

    Handling expressiveness and comprehensibility requirements in GLIF3

    Peleg, M., Boxwala, A. A., Tu, S., Greenes, R. A., Shortliffe, E. H. & Patel, V. L., 2001, MEDINFO 2001 - Proceedings of the 10th World Congress on Medical Informatics. IOS Press, p. 241-245 5 p. (Studies in Health Technology and Informatics; vol. 84).

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

    11 Scopus citations
  • Patient and clinician vocabulary: How different are they?

    Zeng, Q., Kogan, S., Ash, N. & Greenes, R. A., 2001, MEDINFO 2001 - Proceedings of the 10th World Congress on Medical Informatics. IOS Press, p. 399-403 5 p. (Studies in Health Technology and Informatics; vol. 84).

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

    30 Scopus citations
  • Representation of clinical practice guidelines for computer-based implementations

    Wang, D., Peleg, M., Tu, S. W., Shortliffe, E. H. & Greenes, R. A., 2001, MEDINFO 2001 - Proceedings of the 10th World Congress on Medical Informatics. IOS Press, p. 285-289 5 p. (Studies in Health Technology and Informatics; vol. 84).

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

    5 Scopus citations
  • Sharable computer-based clinical practice guidelines: Rationale, obstacles, approaches, and prospects

    Greenes, R. A., Peleg, M., Boxwala, A., Tu, S., Patel, V. & Shortliffe, E. H., 2001, MEDINFO 2001 - Proceedings of the 10th World Congress on Medical Informatics. IOS Press, p. 201-205 5 p. (Studies in Health Technology and Informatics; vol. 84).

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

    23 Scopus citations