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Research Output 1985 2019

2019
1 Citation (Scopus)

Machine learning and AI for long-term fault prognosis in complex manufacturing systems

Bukkapatnam, S. T. S., Afrin, K., Dave, D. & Kumara, S. R. T., 2019, In : CIRP Annals. 68, 1, p. 459-462 4 p.

Research output: Contribution to journalArticle

Learning systems
Electric fuses
Information systems
Automation
Sensors

SuperOrder: Provider order recommendation system for outpatient clinics

Sung, Y. S., Dravenstott, R. W., Darer, J. D., Devapriya, P. D. & Tirupatikumara, S. R., Jan 1 2019, In : Health Informatics Journal.

Research output: Contribution to journalArticle

Rural Health
Electronic Health Records
Health Facilities
Ambulatory Care Facilities
Appointments and Schedules
3 Citations (Scopus)

The internet of things for smart manufacturing: A review

Yang, H., Tirupatikumara, S. R., Bukkapatnam, S. T. S. & Tsung, F., Jan 1 2019, In : IISE Transactions.

Research output: Contribution to journalArticle

Internet
Cloud computing
Industry
Internet of things
Innovation
2018
1 Citation (Scopus)

An Unsupervised Machine Learning Approach to Assessing Designer Performance during Physical Prototyping

Dering, M. L., Tucker, C. S. & Kumara, S., Mar 1 2018, In : Journal of Computing and Information Science in Engineering. 18, 1, 011002.

Research output: Contribution to journalArticle

Learning systems
Clustering algorithms
Learning algorithms
13 Citations (Scopus)

Cloud-Based Parallel Machine Learning for Tool Wear Prediction

Wu, D., Jennings, C., Terpenny, J., Kumara, S. & Gao, R. X., Jan 1 2018, In : Journal of Manufacturing Science and Engineering, Transactions of the ASME. 140, 4, 041005.

Research output: Contribution to journalArticle

Learning systems
Wear of materials
Health
Cloud computing
Condition monitoring
1 Citation (Scopus)

Condition-based maintenance policy optimization using genetic algorithms and Gaussian markov improvement algorithm

Hoffman, M., Song, E., Brundage, M. & Tirupatikumara, S. R., Aug 24 2018, PHM 2018 - 10th Annual Conference of the Prognostics and Health Management Society. Orchard, M. & Bregon, A. (eds.). Prognostics and Health Management Society, (Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM).

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

Genetic algorithms
Maintenance
Preventive maintenance
Appointments and Schedules
Scheduling

Effects of surgical wound types, pain levels and length of stay on the CAHPS® hospital survey

Hu, Q., Agrawal, D., Sung, Y. S., Reich, E. & Tirupatikumara, S. R., Jan 1 2018, p. 670-675. 6 p.

Research output: Contribution to conferencePaper

Surgery
Logistics
Quality of service
Education
1 Citation (Scopus)

Explainable data-driven modeling of patient satisfaction survey data

Liu, N., Tirupatikumara, S. R. & Reich, E., Jan 12 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Obradovic, Z., Baeza-Yates, R., Kepner, J., Nambiar, R., Wang, C., Toyoda, M., Suzumura, T., Hu, X., Cuzzocrea, A., Baeza-Yates, R., Tang, J., Zang, H., Nie, J-Y. & Ghosh, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3869-3876 8 p. (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017; vol. 2018-January).

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

Patient Satisfaction
Random Forest
Survey Data
Data-driven
Healthcare

Framework for social sustainability from a food insecurity perspective

He, B., Yang, Q. & Tirupatikumara, S. R., Jan 1 2018, p. 1654-1659. 6 p.

Research output: Contribution to conferencePaper

Sustainable development
Health
Statistics
Availability

Mixed integer nonlinear programming model for analyzing patient satisfaction data

Liu, N., Tirupatikumara, S. R. & Reich, E. S., Jan 1 2018, p. 1175-1180. 6 p.

Research output: Contribution to conferencePaper

Nonlinear programming
Communication
6 Citations (Scopus)
Condition monitoring
Parallel processing systems
Internet of things
Sensors
Failure analysis
1 Citation (Scopus)

Planar random graph representations of spatiotemporal surface morphology: Application to finishing of 3-D printed components

Bukkapatnam, S. T. S., Iquebal, A. S. & Tirupatikumara, S. R., Jan 1 2018, In : CIRP Annals. 67, 1, p. 495-498 4 p.

Research output: Contribution to journalArticle

Surface morphology
3D printers
Surface properties
Electron beams
Surface roughness
3 Citations (Scopus)

Recurrence network modeling and analysis of spatial data

Chen, C. B., Yang, H. & Tirupatikumara, S. R., Aug 1 2018, In : Chaos. 28, 8, 085714.

Research output: Contribution to journalArticle

Network Modeling
Network Analysis
Spatial Data
Recurrence
Visualization
1 Citation (Scopus)

Uncovering the effect of dominant attributes on community topology: A case of facebook networks

Sung, Y. S., Wang, D. & Tirupatikumara, S. R., Oct 1 2018, In : Information Systems Frontiers. 20, 5, p. 1041-1052 12 p.

Research output: Contribution to journalArticle

Marketing
Attribute
Topology
Pearson Correlation
Community Structure
2017
4 Citations (Scopus)

A classification scheme for smart manufacturing systems' performance metrics

Lee, Y. T., Kumaraguru, S., Jain, S., Robinson, S., Helu, M., Hatim, Q. Y., Rachuri, S., Dornfeld, D., Saldana, C. J. & Kumara, S., Feb 28 2017, In : Smart and Sustainable Manufacturing Systems. 1, 1

Research output: Contribution to journalArticle

Sustainable development
Industry
65 Citations (Scopus)

A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

Wu, D., Jennings, C., Terpenny, J., Gao, R. X. & Kumara, S., Jul 1 2017, In : Journal of Manufacturing Science and Engineering, Transactions of the ASME. 139, 7, 071018.

Research output: Contribution to journalArticle

Learning algorithms
Learning systems
Backpropagation
Wear of materials
Neural networks

A novel pattern-frequency tree approach for transition analysis and anomaly detection in nonlinear and nonstationary systems

Chen, C. B., Yang, H. & Tirupatikumara, S. R., 2017, 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017. Institute of Industrial Engineers, p. 1264-1269 6 p.

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

Sensors
Dynamical systems
Agglomeration
Monitoring
Costs
24 Citations (Scopus)

An unsupervised machine learning model for discovering latent infectious diseases using social media data

Lim, S., Tucker, C. S. & Tirupatikumara, S. R., Feb 1 2017, In : Journal of Biomedical Informatics. 66, p. 82-94 13 p.

Research output: Contribution to journalArticle

Social Media
Communicable Diseases
Learning systems
National Institutes of Health (U.S.)
Names
4 Citations (Scopus)

Blockchain in megacity logistics

Polim, R., Hu, Q. & Kumara, S., Jan 1 2017, 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017. Nembhard, H. B., Coperich, K. & Cudney, E. (eds.). Institute of Industrial Engineers, p. 1589-1594 6 p. (67th Annual Conference and Expo of the Institute of Industrial Engineers 2017).

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

Logistics
Supply chains

Cluster vector space model: A dimensionality reduction method for text classifications based on the vector quantization

Julaiti, J. & Kumara, S., Jan 1 2017, 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017. Nembhard, H. B., Coperich, K. & Cudney, E. (eds.). Institute of Industrial Engineers, p. 428-433 6 p. (67th Annual Conference and Expo of the Institute of Industrial Engineers 2017).

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

Vector quantization
Vector spaces
Word processing
Information retrieval systems
Syntactics
5 Citations (Scopus)

Data-driven prognostics using random forests: Prediction of tool wear

Wu, D., Jennings, C., Terpenny, J., Gao, R. & Kumara, S., Jan 1 2017, Manufacturing Equipment and Systems. American Society of Mechanical Engineers, (ASME 2017 12th International Manufacturing Science and Engineering Conference, MSEC 2017 collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing; vol. 3).

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

Wear of materials
Neural networks
Artificial intelligence
Probability distributions
Learning algorithms
12 Citations (Scopus)
Emotions
Learning systems
Time series
Aptitude
Mathematical models
1 Citation (Scopus)

Little data, big data, and food insecurity: An integrated approach

Alotaik, O., Chellappa, V. S., Steadman, S. & Tirupatikumara, S. R., 2017, 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017. Institute of Industrial Engineers, p. 1490-1495 6 p.

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

Big data
Medical problems

Real-time shipment duration prediction

Polim, R., Kumara, S. & Gomes, B. M., Jan 1 2017, 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017. Nembhard, H. B., Coperich, K. & Cudney, E. (eds.). Institute of Industrial Engineers, p. 1607-1612 6 p. (67th Annual Conference and Expo of the Institute of Industrial Engineers 2017).

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

Supply chains
Industry
Travel time
Mean square error
Logistics
4 Citations (Scopus)

Subsurface damage in milling of lightweight open-cell aluminium foams

Qiao, H., Basu, S., Saldana, C. & Kumara, S., Jan 1 2017, In : CIRP Annals - Manufacturing Technology. 66, 1, p. 125-128 4 p.

Research output: Contribution to journalArticle

Struts
Foams
Aluminum
Watersheds
Pore size
2016
1 Citation (Scopus)

A casualty network analysis in non-major combat operations

Bastian, N. D., Fulton, L. V., Griffin, P. M., Sung, Y. S. & Tirupatikumara, S. R., Jan 1 2016, In : Journal of Defense Modeling and Simulation. 13, 1, p. 95-108 14 p.

Research output: Contribution to journalArticle

Network Analysis
Electric network analysis
Health
Military
Dynamic Environment
1 Citation (Scopus)

A user-centred approach to information visualisation in nano-health

Yang, H., Tang, K., Liu, X., Xiao, L., Xu, R. & Tirupatikumara, S. R., Jan 1 2016, In : International Journal of Bioinformatics Research and Applications. 12, 2, p. 95-115 21 p.

Research output: Contribution to journalArticle

Nanostructures
Nanostructured materials
Visualization
Health
Environmental impact
15 Citations (Scopus)

Cloud-based machine learning for predictive analytics: Tool wear prediction in milling

Wu, D., Jennings, C., Terpenny, J. & Kumara, S., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2062-2069 8 p. 7840831. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

Learning systems
Wear of materials
Learning algorithms
Random processes
Health
377 Citations (Scopus)

Cyber-physical systems in manufacturing

Monostori, L., Kádár, B., Bauernhansl, T., Kondoh, S., Kumara, S., Reinhart, G., Sauer, O., Schuh, G., Sihn, W. & Ueda, K., Jan 1 2016, In : CIRP Annals. 65, 2, p. 621-641 21 p.

Research output: Contribution to journalArticle

Computer science
Communication
Internet
Cyber Physical System
9 Citations (Scopus)

Integrating data analytics and simulation methods to support manufacturing decision making

Kibira, D., Hatim, Q., Kumara, S. & Shao, G., Feb 16 2016, 2015 Winter Simulation Conference, WSC 2015. Institute of Electrical and Electronics Engineers Inc., p. 2100-2111 12 p. 7408324. (Proceedings - Winter Simulation Conference; vol. 2016-February).

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

Machine shops
Simulation Methods
Manufacturing
Decision making
Decision Making
3 Citations (Scopus)

Ontology-based laser and thermal metamodels for metal-based additive manufacturing

Roh, B. M., Kumara, S. R. T., Simpson, T. W., Michaleris, P., Witherell, P. & Assouroko, I., Jan 1 2016, 36th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 1A-2016).

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

3D printers
Metamodel
Ontology
Manufacturing
Metals
2 Citations (Scopus)

Predicting patients at risk for 3-day postdischarge readmissions, ED Visits, and Deaths

Agrawal, D., Chen, C. B., Dravenstott, R. W., Strömblad, C. T. B., Schmid, J. A., Darer, J. D., Devapriya, P. & Tirupatikumara, S. R., Oct 1 2016, In : Medical Care. 54, 11, p. 1017-1023 7 p.

Research output: Contribution to journalArticle

Hospital Emergency Service
Electronic Health Records
ROC Curve
Inpatients
Cohort Studies
2015

A framework for ontological behavioral modeling in domestic dogs to predict aggression

Hutchison, K. M., Huff, S., Agrawal, D. & Tirupatikumara, S. R., Jan 1 2015, IIE Annual Conference and Expo 2015. Institute of Industrial Engineers, p. 2378-2387 10 p. (IIE Annual Conference and Expo 2015).

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

Animals

An ADMM algorithm for clustering partially observed networks

Aybat, N. S., Zarmehri, S. & Tirupatikumara, S. R., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Ye, J. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 460-468 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).

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

Decomposition
4 Citations (Scopus)

A Simulation-based Methodology of Assessing Environmental Sustainability and Productivity for Integrated Process and Production Plans

Hatim, Q., Shao, G., Rachuri, S., Kibira, D. & Kumara, S., Jan 1 2015, In : Procedia Manufacturing. 1, p. 193-204 12 p.

Research output: Contribution to journalConference article

Sustainable development
Productivity
Environmental impact
Machine shops
Process planning
149 Citations (Scopus)

Cloud-enabled prognosis for manufacturing

Gao, R., Wang, L., Teti, R., Dornfeld, D., Kumara, S., Mori, M. & Helu, M., Jan 1 2015, In : CIRP Annals - Manufacturing Technology. 64, 2, p. 749-772 24 p.

Research output: Contribution to journalArticle

Cloud computing
Service life
Scheduling
1 Citation (Scopus)

Content mining to support design

Chonde, S., Tirupatikumara, S. R. & Storer, J., Jan 1 2015, IIE Annual Conference and Expo 2015. Institute of Industrial Engineers, p. 1672-1681 10 p. (IIE Annual Conference and Expo 2015).

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

Topology
Chemotherapy
Labels
Visualization

Improving food access using agent based simulation

Agrawal, D., Chen, C. B. & Kumara, S., Jan 1 2015, IIE Annual Conference and Expo 2015. Institute of Industrial Engineers, p. 761-770 10 p. (IIE Annual Conference and Expo 2015).

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

Vegetables
Public health
Purchasing
Medical problems
Fruits
12 Citations (Scopus)

Leveraging social networks for efficient hurricane evacuation

Madireddy, M., Tirupatikumara, S. R., Medeiros, D. J. & Shankar, V., Jul 1 2015, In : Transportation Research Part B: Methodological. 77, p. 199-212 14 p.

Research output: Contribution to journalArticle

Hurricanes
social network
performance
Travel time
travel

Measuring location based effects of polling precincts on voter turnout

Hutchison, K. M., Tirupatikumara, S. R., Hutchison, H. & Binder, M., Jan 1 2015, IIE Annual Conference and Expo 2015. Institute of Industrial Engineers, p. 2397-2405 9 p. (IIE Annual Conference and Expo 2015).

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

Supervisory personnel
1 Citation (Scopus)

Retail analytics: Market segmentation through transaction data

Chen, C. B., Agrawal, D. & Tirupatikumara, S. R., Jan 1 2015, IIE Annual Conference and Expo 2015. Institute of Industrial Engineers, p. 1034-1042 9 p. (IIE Annual Conference and Expo 2015).

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

Clustering algorithms
Data mining
Marketing
Industry
19 Citations (Scopus)

RFID in production and service systems: Technology, applications and issues

Fescioglu-Unver, N., Choi, S. H., Sheen, D. & Kumara, S., Dec 1 2015, In : Information Systems Frontiers. 17, 6, p. 1369-1380 12 p.

Research output: Contribution to journalArticle

Radio Frequency Identification
Radio frequency identification (RFID)
Product Lifecycle Management
Materials Handling
Information Transfer

Robustness analysis of Indian Airport Network: A graph analysis approach

Agrawal, S., Agrawal, D., Chen, C. B., Hutchison, K. & Kumara, S., Jan 1 2015, IIE Annual Conference and Expo 2015. Institute of Industrial Engineers, p. 1524-1532 9 p. (IIE Annual Conference and Expo 2015).

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

Airports
Small-world networks
Developing countries
Planning
Economics
2014
7 Citations (Scopus)

A game-theoretic approach to graph clustering

Mandala, S., Tirupatikumara, S. R. & Chatterjee, K., 2014, In : INFORMS Journal on Computing. 26, 3, p. 629-643 15 p.

Research output: Contribution to journalArticle

Explosions
Large scale systems
Clustering
Graph
Overlapping
2 Citations (Scopus)

A network view of business systems

Cavdur, F. & Tirupatikumara, S. R., Jan 1 2014, In : Information Systems Frontiers. 16, 1, p. 153-162 10 p.

Research output: Contribution to journalArticle

Industry
Stock Market
Visualization
Business
Vertex of a graph
1 Citation (Scopus)

Automated assembly sequence planning and subassembly detection

Agrawal, D., Kumara, S. & Finke, D., Jan 1 2014, IIE Annual Conference and Expo 2014. Institute of Industrial Engineers, p. 781-788 8 p. (IIE Annual Conference and Expo 2014).

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

Planning
Fasteners
Computer aided design
Costs
16 Citations (Scopus)

Change detection in precision manufacturing processes under transient conditions

Wang, Z., Bukkapatnam, S. T. S., Tirupatikumara, S. R., Kong, Z. & Katz, Z., Jan 1 2014, In : CIRP Annals - Manufacturing Technology. 63, 1, p. 449-452 4 p.

Research output: Contribution to journalArticle

Chemical mechanical polishing
Quality assurance
Microelectronics
Machining
Sensors
1 Citation (Scopus)

Cheminformatics: An introductory review

Chonde, S. & Tirupatikumara, S. R., Jan 1 2014, IIE Annual Conference and Expo 2014. Institute of Industrial Engineers, p. 2316-2325 10 p. (IIE Annual Conference and Expo 2014).

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

Industrial engineering
Operations research
Molecules
Information science
Computer science

Finding a renewable energy policy using agent based modeling

Garza, A., Chonde, S. & Tirupatikumara, S. R., 2014, IIE Annual Conference and Expo 2014. Institute of Industrial Engineers, p. 3610-3619 10 p.

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

Energy policy
Energy resources
3 Citations (Scopus)

Group preference modeling for intelligent shared environments: Social welfare beyond the sum

Ok, C., Lee, S. & Tirupatikumara, S. R., Sep 10 2014, In : Information Sciences. 278, p. 588-598 11 p.

Research output: Contribution to journalArticle

Preference Modelling
Welfare
Decision making
Decision Making
Ubiquitous computing