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  • 2022

    Layered Decision Environment for Agricultural Market Intelligence

    Hernández-Cruz, X., Runger, G., Villalobos, J. R. & Neal, G., 2022, IISE Annual Conference and Expo 2022. Ellis, K., Ferrell, W. & Knapp, J. (eds.). Institute of Industrial and Systems Engineers, IISE, (IISE Annual Conference and Expo 2022).

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

    3 Scopus citations
  • Layered Market Intelligence System

    Hernández-Cruz, X., Villalobos, J. R., Runger, G. & Neal, G., 2022, 6th International Conference on Food and Wine Supply Chain. Accorsi, R., Akkerman, R. & Cholette, S. (eds.). Elsevier B.V., p. 31-38 8 p. (Transportation Research Procedia; vol. 67).

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

    Open Access
  • 2021

    Fresh produce analytical framework

    Hernández-Cruz, X., Neal, G., Runger, G. & Villalobos, J. R., 2021, IISE Annual Conference and Expo 2021. Ghate, A., Krishnaiyer, K. & Paynabar, K. (eds.). Institute of Industrial and Systems Engineers, IISE, p. 1016-1021 6 p. (IISE Annual Conference and Expo 2021).

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

    2 Scopus citations
  • 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

    7 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

    4 Scopus citations
  • 2013

    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

    Open Access
    139 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., 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

    98 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

    Open Access
    4 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

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

    Sahu, A., Runger, G. & Apley, D., 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., 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

    Open Access
  • 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

    Open Access
  • 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

    12 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

    Open Access
    2 Scopus citations
  • 2008

    Clustering massive categorical data with class association rules

    Berrado, A. & Runger, G., 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
  • 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

  • 2003

    Case-based reasoning for engineering statistics

    Runger, G., Brem, S., Hubele, N., Rotante, T. & Kennedy, K., 2003, ASEE Annual Conference Proceedings. p. 9433-9442 10 p.

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

    2 Scopus citations
  • Learning patterns through artificial contrasts with application to process control

    Tuv, E. & Runger, G., 2003, Fourth International Conference on Data Mining, Data Mining IV. Ebecken, N. F. F. E., Brebbia, C. A. & Zanasi, A. (eds.). WITPress, Vol. 7. p. 63-72 10 p.

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

    2 Scopus citations
  • 2000

    Plan Performance Assessment under Uncertainty for Command and Control

    Ye, N., Nguyen, V. & Runger, G. C., 2000, 15th International Conference on Computers and Their Applications 2000, CATA 2000. Shin, S. Y. (ed.). The International Society for Computers and Their Applications (ISCA), p. 354-357 4 p. (15th International Conference on Computers and Their Applications 2000, CATA 2000).

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

  • 1993

    The threshold bootstrap: A new approach to simulation output analysis

    Kim, Y. B., Willemain, T. R., Haddock, J. & Runger, G., Dec 1 1993, Proceedings of the 25th Conference on Winter Simulation, WSC 1993. Institute of Electrical and Electronics Engineers Inc., Vol. Part F129590. p. 498-502 5 p.

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

  • Threshold bootstrap: a new approach to simulation output analysis

    Kim, Y. B., Willemain, T. R., Haddock, J. & Runger, G. C., Dec 1 1993, Winter Simulation Conference Proceedings. Evans, G. W., Mollaghasemi, M., Russell, E. C. & Biles, W. E. (eds.). Publ by IEEE, p. 498-502 5 p. (Winter Simulation Conference Proceedings).

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

    7 Scopus citations
  • 1989

    Theory to optimize the detection and measurement of EMI signals

    Southwick, R. & Runger, G., 1989, IEEE 1989 Natl Symp Electromagn Compat. Anon (ed.). Piscataway, NJ, United States: Publ by IEEE, p. 12-15 4 p.

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

    1 Scopus citations