L. William Seidman Research Institute

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  • 2020

    Mining online reviews to uncover consumer brand engagement

    Kulkarni, U., Deokar, A. V. & Ajjan, H., Jan 1 2020, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, (40th International Conference on Information Systems, ICIS 2019).

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

  • 2017

    When your app is under the spotlight

    Liang, C., Shi, Z. & Santanam, R., Jan 1 2017, Internetworked World - 15th Workshop on e- Business, WeB 2016, Revised Selected Papers. Springer Verlag, Vol. 296. p. 110-116 7 p. (Lecture Notes in Business Information Processing; vol. 296).

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

  • 2016

    A theory of two-zoned networks for platform-mediated markets

    Li, Z. & Shao, B., 2016, AMCIS 2016: Surfing the IT Innovation Wave - 22nd Americas Conference on Information Systems. Association for Information Systems

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

  • 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
  • The role of quality in mobile app markets

    Lee, G. & Santanam, R., 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems, (2016 International Conference on Information Systems, ICIS 2016).

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

    3 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

    3 Scopus citations
  • 2014

    Cue utilization and consumer choice in software product context: A controlled choice experiment

    Kanat, I. E., Santanam, R. & Vinze, A. S., 2014, 24th Workshop on Information Technology and Systems. University of Auckland Business School

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

  • 2013

    Gamification of emergency response training: A public health example

    Kanat, I. E., Siloju, S., Santanam, R. & Vinze, A. S., Sep 9 2013, IEEE ISI 2013 - 2013 IEEE International Conference on Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics. p. 134-136 3 p. 6578802. (IEEE ISI 2013 - 2013 IEEE International Conference on Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics).

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

    20 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

    Breadth and depth: The impact of ICT adoption on outreach capabilities of microfinance institutions

    Weber, D. M., Kulkarni, U. & Riggins, F. J., Jan 1 2012, 18th Americas Conference on Information Systems 2012, AMCIS 2012. AIS/ICIS Administrative Office, p. 1211-1223 13 p. (18th Americas Conference on Information Systems 2012, AMCIS 2012; vol. 2).

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

    1 Scopus citations
  • 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

    129 Scopus citations
  • IT adoption: Healthcare metrics tracking

    Freeze, R. D., Santanam, R., Vinze, A. & Furukawa, M., 2012, Proceedings of the 45th Annual Hawaii International Conference on System Sciences, HICSS-45. IEEE Computer Society, p. 2900-2909 10 p. 6149177. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  • It's not all about the music: User preference for musicians on Facebook

    Sopha, M. & Santanam, R., 2012, 18th Americas Conference on Information Systems 2012, AMCIS 2012. p. 3315-3323 9 p. (18th Americas Conference on Information Systems 2012, AMCIS 2012; vol. 4).

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

  • 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
  • The role of information and communication technologies in transition economies

    Lee, G., Shao, B. & Vinze, A. S., 2012, 18th Americas Conference on Information Systems 2012, AMCIS 2012. p. 4416-4427 12 p. (18th Americas Conference on Information Systems 2012, AMCIS 2012; vol. 6).

    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

    94 Scopus citations
  • Business intelligence in corporate risk management

    Lee, G. & Kulkarni, U., Dec 1 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. p. 3720-3730 11 p. (17th Americas Conference on Information Systems 2011, AMCIS 2011; vol. 5).

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

    3 Scopus citations
  • Early adoption of patient portals by U.S. hospitals

    Baird, A., Furukawa, M. F. & Santanam, R., Dec 1 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. p. 650-659 10 p. (17th Americas Conference on Information Systems 2011, AMCIS 2011; vol. 1).

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

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

    Kondaveeti, A., Liu, H., Runger, G. & Rowe, J., 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

    4 Scopus citations
  • High-dimensional surveillance

    Dávila, S., 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. 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
  • Hospital analytics adoption: Determinants of choice and performance impacts

    Baird, A., Furukawa, M. F. & Santanam, R., Dec 1 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. 1 p. (17th Americas Conference on Information Systems 2011, AMCIS 2011; vol. 1).

    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., 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
  • Personal Health Records (PHR) and the future of the physician-patient relationship

    Baird, A., North, F. & Santanam, R., 2011, Proceedings of the 2011 iConference: Inspiration, Integrity, and Intrepidity, iConference 2011. p. 281-288 8 p. (ACM International Conference Proceeding Series).

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

    41 Scopus citations
  • Product portfolio and mobile apps success: Evidence from app store market

    Lee, G. & Santanam, R., Dec 1 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. p. 3912-3921 10 p. (17th Americas Conference on Information Systems 2011, AMCIS 2011; vol. 5).

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

    24 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

  • Does co-opetition change the game? A bayesian analysis of firm participation strategy in an industry standard-setting organization

    Kauffman, R. J., Shao, B. & Tsai, J. Y., 2010, Proceedings of the 43rd Annual Hawaii International Conference on System Sciences, HICSS-43. 5428556. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  • Performance impacts of medication management systems: Process matters

    Spaulding, T. J., Furukawa, M. F. & Santanam, R., May 7 2010, Proceedings of the 43rd Annual Hawaii International Conference on System Sciences, HICSS-43. 5428392. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  • Privacy and security practices in the Arena of Cloud Computing - a research in progress

    Ramireddy, S., Chakraborthy, R., Santanam, R. & Raghav Rao, H., 2010, 16th Americas Conference on Information Systems 2010, AMCIS 2010. p. 4067-4076 10 p. (16th Americas Conference on Information Systems 2010, AMCIS 2010; vol. 6).

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

    11 Scopus citations
  • Producer-intermediary relationships in the long tail

    Kauffman, R. J., Santanam, R. & Sopha, M., 2010, Exploring the Grand Challenges for Next Generation E-Business - 8th Workshop on E-Business, WEB 2009, Revised Selected Papers. Springer Verlag, p. 105-108 4 p. (Lecture Notes in Business Information Processing; vol. 52 LNBIP).

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

  • Switching costs, satisfaction, loyalty and willingness to pay for office productivity software

    Keith, M., Santanam, R. & Sinha, R., May 7 2010, Proceedings of the 43rd Annual Hawaii International Conference on System Sciences, HICSS-43. 5428470. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

    5 Scopus citations
  • 2009

    Analyzing chronic diseases with latent growth models: An analysis of multiple sclerosis

    Freeze, R., Campagnolo, D., Santanam, R., Partovi, S., Vinze, A. & Tyry, T., 2009, Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS. 4755576. (Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS).

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

    1 Scopus citations
  • Contributor diagnostics for anomaly detection

    Borisov, A., Runger, G. & Tuv, E., 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

    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

    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
  • 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

    29 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., 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

    Adoption patterns of complementary systems in business processes

    Spaulding, T. J., Furukawa, M., Vinze, A. & Santanam, R., 2007, ICIS 2007 Proceedings - Twenty Eighth International Conference on Information Systems.

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

  • 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

  • Impact of knowledge management systems on knowledge intensive business processes

    Schymik, G., Kulkarni, U. & Freeze, R., 2007, Association for Information Systems - 13th Americas Conference on Information Systems, AMCIS 2007: Reaching New Heights. p. 2037-2046 10 p. (Association for Information Systems - 13th Americas Conference on Information Systems, AMCIS 2007: Reaching New Heights; vol. 3).

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

    4 Scopus citations
  • Knowledge management practices in Thai SMEs: Influence of SME characteristics on knowledge management processes

    Supyuenyong, V., Islam, N. & Kulkarni, U., 2007, Association for Information Systems - 13th Americas Conference on Information Systems, AMCIS 2007: Reaching New Heights. p. 2529-2540 12 p. (Association for Information Systems - 13th Americas Conference on Information Systems, AMCIS 2007: Reaching New Heights; vol. 4).

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

    1 Scopus citations
  • Optimizing regional aid during public health emergencies: An autonomic resource allocation approach

    Arora, H., Santanam, R. & Vinze, A., 2007, Proceedings of the 40th Annual Hawaii International Conference on System Sciences 2007, HICSS'07. 4076644. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

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

    Moturu, S. T., Johnson, W. & Liu, H., 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

    21 Scopus citations
  • 2006

    An empirical study of standards development for E-businesses: A social network perspective

    Choi, B., Santanam, R. & Vinze, A., 2006, Proceedings of the 39th Annual Hawaii International Conference on System Sciences, HICSS'06. p. 139a 1579571. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 6).

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

    3 Scopus citations
  • Collaborative self-configuration and learning in autonomic computing systems: Applications to supply chain

    Arora, H., Santanam, R., Vinze, A. & Brittenham, P., Dec 1 2006, Proceedings - 3rd International Conference on Autonomic Computing, ICAC 2006. p. 303-304 2 p. 1662418. (Proceedings - 3rd International Conference on Autonomic Computing, ICAC 2006; vol. 2006).

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

    11 Scopus citations
  • 2003

    Productivity breakdown of the information technology across countries

    Shao, B. & Shu, W. S., 2003, Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003. Institute of Electrical and Electronics Engineers Inc., 1174616

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

    2 Scopus citations
  • 2001

    An overall framework for generating simulation-based cycle time-throughput curves

    Park, S., Mackulak, G. T. & Fowler, J., 2001, Winter Simulation Conference Proceedings. Peters, B. A., Smith, J. S., Medeiros, D. J. & Rohrer, M. W. (eds.). Vol. 2. p. 1178-1187 10 p.

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

    6 Scopus citations