Research Output 1977 2019

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Conference 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

Application programs
Update
Recommender systems
Product Space
Sales
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

Information technology
Economics
3 Citations (Scopus)

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 - ASHRAE Winter Conference. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 122. p. 422-433 12 p.

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

Data mining
Energy efficiency
Electricity
Office buildings
Gas emissions
1 Citation (Scopus)

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

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

Application programs
Sales
2015

Assessing order effects in online community-based health forums

Mousavi, R., Santanam, R. & Frey, K., 2015, 2015 International Conference on Information Systems: Exploring the Information Frontier, ICIS 2015. Association for Information Systems

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

Online Communities
internet community
Health
health
Learning systems
1 Citation (Scopus)

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

Kaskhedikar, A., Reddy, T. A. & Runger, G., 2015, ASHRAE Transactions. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 121. p. 17-28 12 p.

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

Energy utilization
Managers
Benchmarking
Linear regression
School buildings
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

Experiments
2013
6 Citations (Scopus)

Gamification of emergency response training: A public health example

Kanat, I. E., Siloju, S., Santanam, R. & Vinze, A. S., 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

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

Public health
Economics
Costs

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

Public health
Computational complexity
Experiments
2012
1 Citation (Scopus)

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

Weber, D. M., Kulkarni, U. & Riggins, F. J., 2012, 18th Americas Conference on Information Systems 2012, AMCIS 2012. Vol. 2. p. 1211-1223 13 p.

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

microfinance
communication technology
information technology
Communication
poverty
52 Citations (Scopus)

Feature selection via regularized trees

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

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

Feature extraction
Classifiers

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. Vol. 4. p. 3315-3323 9 p.

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

musician
facebook
social media
music
Students

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

Data mining

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. Vol. 6. p. 4416-4427 12 p.

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

communication technology
information technology
economy
Communication
job creation
2011
49 Citations (Scopus)

Bias of importance measures for multi-valued attributes and solutions

Deng, H., Runger, G. & Tuv, E., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6792 LNCS. 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

Supervised learning
Attribute
Sampling
Experiments
Predictors
2 Citations (Scopus)

Business intelligence in corporate risk management

Lee, G. & Kulkarni, U., 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. Vol. 5. p. 3720-3730 11 p.

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

Competitive intelligence
Risk management
risk management
intelligence
Information technology

Early adoption of patient portals by U.S. hospitals

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

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

Electronic medical equipment
Innovation
electronics
innovation
Facings
2 Citations (Scopus)

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

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

Association rules
Geographic information systems
Data mining
Sensors
1 Citation (Scopus)

High-dimensional surveillance

Dávila, S., Runger, G. & Tuv, E., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6792 LNCS. 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

Supervised learning
Surveillance
Feature extraction
High-dimensional
Attribute

Hospital analytics adoption: Determinants of choice and performance impacts

Baird, A., Furukawa, M. F. & Santanam, R., 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. Vol. 1. p. 660 1 p.

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

Electronic medical equipment
determinants
electronics
performance
Data warehouses
6 Citations (Scopus)

Image denoising with a multi-phase kernel principal component approach and an ensemble version

Sahu, A., Runger, G. & Apley, D., 2011, Proceedings - Applied Imagery Pattern Recognition Workshop. 6176339

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

Image denoising
Principal component analysis
Linear algebra
Image classification
Convergence of numerical methods

IT adoption: Healthcare metrics tracking

Freeze, R. D., Santanam, R., Vinze, A. & Furukawa, M., 2011, Proceedings of the Annual Hawaii International Conference on System Sciences. p. 2900-2909 10 p. 6149177

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

Electronic medical equipment
Composite materials
6 Citations (Scopus)

Misuse of Information-theoretic dispersion measures as design complexity metrics

Shah, J. J. & Runger, G., 2011, Proceedings of the ASME Design Engineering Technical Conference. Vol. 9. p. 395-404 10 p.

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

Metric
Information theory
Information Content
Entropy
Information Theory
27 Citations (Scopus)

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

Baird, A., North, F. & Santanam, R., 2011, ACM International Conference Proceeding Series. p. 281-288 8 p.

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

Health
Innovation
Power (Psychology)
14 Citations (Scopus)

Product portfolio and mobile apps success: Evidence from app store market

Lee, G. & Santanam, R., 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. Vol. 5. p. 3912-3921 10 p.

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

Application programs
sales
market
product management
portfolio management
1 Citation (Scopus)

Target-aware anomaly detection and diagnosis

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

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

Process control
Data structures
Learning systems
Monitoring
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

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

Sensor networks
Sensors
Conceptual design
Real time systems
Computer systems

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 Annual Hawaii International Conference on System Sciences. 5428556

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

Industry
Standardization
Managers
Decision making
Communication

Performance impacts of medication management systems: Process matters

Spaulding, T. J., Furukawa, M. F. & Santanam, R., 2010, Proceedings of the Annual Hawaii International Conference on System Sciences. 5428392

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

Automation
Costs
Industry
Health
Personnel
9 Citations (Scopus)

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. Vol. 6. p. 4067-4076 10 p.

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

Outsourcing
outsourcing
Cloud computing
available information
privacy

Producer-intermediary relationships in the long tail

Kauffman, R. J., Santanam, R. & Sopha, M., 2010, Lecture Notes in Business Information Processing. Springer Verlag, Vol. 52 LNBIP. p. 105-108 4 p. (Lecture Notes in Business Information Processing; vol. 52 LNBIP).

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

Tail
Descriptors
Relationships
Market
Intermediaries
4 Citations (Scopus)

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

Keith, M., Santanam, R. & Sinha, R., 2010, Proceedings of the Annual Hawaii International Conference on System Sciences. 5428470

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

Productivity
Costs
Customer satisfaction
Availability
2009
1 Citation (Scopus)

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

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

Health
Decision making

Contributor diagnostics for anomaly detection

Borisov, A., Runger, G. & Tuv, E., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 5769 LNCS. 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

Anomaly Detection
Anomaly
Learning systems
Feature extraction
Diagnostics
6 Citations (Scopus)

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

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

Learning algorithms
Association rules
Bins
Labels
1 Citation (Scopus)

Zero-inflated boosted ensembles for rare event counts

Borisov, A., Runger, G., Tuv, E. & Lurponglukana-Strand, N., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5772 LCNS. 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

Rare Events
Count
Ensemble
Poisson distribution
Supervised learning
2008
3 Citations (Scopus)

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

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

Association rules
Clustering algorithms
2 Citations (Scopus)

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. Vol. 1. p. 126-133 8 p.

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

Cost Control
Medicaid
Sampling
Delivery of Health Care
Costs and Cost Analysis
24 Citations (Scopus)

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 - "Personalized Healthcare through Technology". p. 1525-1528 4 p. 4649459

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

World Wide Web
Internet
Health
Social Media
Health Promotion
2 Citations (Scopus)

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, Communications in Computer and Information Science. Vol. 25 CCIS. p. 493-506 14 p. (Communications in Computer and Information Science; vol. 25 CCIS).

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

Sampling
Costs
Data mining
Health care
Learning systems
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

Industry
Health care
Information systems

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

Supervised learning
Feature extraction
2 Citations (Scopus)

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. Vol. 3. p. 2037-2046 10 p.

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

Knowledge management
knowledge management
process management
maturity
Industry
1 Citation (Scopus)

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. Vol. 4. p. 2529-2540 12 p.

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

small and medium-sized enterprise
Knowledge management
knowledge management
Industry
Thailand
3 Citations (Scopus)

Optimizing regional aid during public health emergencies: An autonomic resource allocation approach

Arora, H., Santanam, R. & Vinze, A., 2007, Proceedings of the Annual Hawaii International Conference on System Sciences. 4076644

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

Public health
Resource allocation
Bioterrorism
Availability
Monitoring
11 Citations (Scopus)

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

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

Cost Control
Health care
Costs and Cost Analysis
Delivery of Health Care
Costs
2006
3 Citations (Scopus)

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

Choi, B., Santanam, R. & Vinze, A., 2006, Proceedings of the Annual Hawaii International Conference on System Sciences. Vol. 6. 1579571

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

Industry
Communication
Electronic mail
Standardization
Managers
9 Citations (Scopus)

Collaborative self-configuration and learning in autonomic computing systems: Applications to supply chain

Arora, H., Santanam, R., Vinze, A. & Brittenham, P., 2006, Proceedings - 3rd International Conference on Autonomic Computing, ICAC 2006. Vol. 2006. p. 303-304 2 p. 1662418

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

Autonomic Computing
Supply Chain
Supply chains
Configuration
Surge
2003
1 Citation (Scopus)

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

Information technology
Productivity
Industry
Data envelopment analysis
Macros
2001
6 Citations (Scopus)

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

Throughput
Curve
Simulation
Sampling
Large scale systems