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Research Output 1985 2019

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Article
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
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
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
12 Citations (Scopus)
Emotions
Learning systems
Time series
Aptitude
Mathematical models
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
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
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
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
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
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
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
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
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
2 Citations (Scopus)

Network mining: Applications to business data

Cavdur, F. & Tirupatikumara, S. R., Jan 1 2014, In : Information Systems Frontiers. 16, 3, p. 473-490 18 p.

Research output: Contribution to journalArticle

Mining
Industry
Graph in graph theory
Stock Prices
Business
2013
19 Citations (Scopus)

Clustering social networks using ant colony optimization

Mandala, S. R., Kumara, S. R. T., Rao, C. R. & Albert, R., Jan 1 2013, In : Operational Research. 13, 1, p. 47-65 19 p.

Research output: Contribution to journalArticle

Network Optimization
Ant colony optimization
Modularity
Social Networks
Clustering
5 Citations (Scopus)

From sensing to controlling: The state of the art in ubiquitous crowdsourcing

Vukovic, M., Das, R. & Kumara, S., Jul 18 2013, In : International Journal of Communication Networks and Distributed Systems. 11, 1, p. 11-25 15 p.

Research output: Contribution to journalArticle

Quality control
7 Citations (Scopus)

Laser and photonic systems integration: Emerging innovations and framework for research and education

Nof, S. Y., Cheng, G. J., Weiner, A. M., Chen, X. W., Bechar, A., Jones, M. G., Reed, C. B., Donmez, A., Weldon, T. D., Bermel, P., Bukkapatnam, S. T. S., Cheng, C., Kumara, S. R. T., Bement, A., Koubek, R., Bidanda, B., Shin, Y. C., Capponi, A., Lee, S., Lehto, M. R. & 10 others, Liu, A. L., Nohadani, O., Dantus, M., Lorraine, P. W., Nolte, D. D., Proctor, R. W., Sardesai, H. P., Shi, L., Wachs, J. P. & Zhang, X. C., Nov 1 2013, In : Human Factors and Ergonomics In Manufacturing. 23, 6, p. 483-516 34 p.

Research output: Contribution to journalArticle

Photonics
Innovation
Education
innovation
Lasers
2012
1 Citation (Scopus)

Detecting alternative graph clusterings

Mandala, S., Tirupatikumara, S. R. & Yao, T., Jul 23 2012, In : Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 86, 1, 016111.

Research output: Contribution to journalArticle

Graph Clustering
Modularity
modularity
partitions
Partition
7 Citations (Scopus)
Product design
Product development
Personal computers
Virtual reality
Artificial intelligence
2011
50 Citations (Scopus)

A module-based service model for mass customization: Service family design

Moon, S. K., Shu, J., Simpson, T. W. & Tirupatikumara, S. R., Mar 1 2011, In : IIE Transactions (Institute of Industrial Engineers). 43, 3, p. 153-163 11 p.

Research output: Contribution to journalArticle

Game theory
Quality of service
Innovation
Productivity
Costs
25 Citations (Scopus)

A single-period analysis of a two-echelon inventory system with dependent supply uncertainty

Masih-Tehrani, B., Xu, S. H., Kumara, S. & Li, H., Sep 2011, In : Transportation Research Part B: Methodological. 45, 8, p. 1128-1151 24 p.

Research output: Contribution to journalArticle

uncertainty
supply
Supply chains
Risk management
performance
89 Citations (Scopus)

Cooperative and responsive manufacturing enterprises

Váncza, J., Monostori, L., Lutters, D., Kumara, S. R., Tseng, M., Valckenaers, P. & Van Brussel, H., Jun 29 2011, In : CIRP Annals - Manufacturing Technology. 60, 2, p. 797-820 24 p.

Research output: Contribution to journalArticle

Production engineering
Planning
Production control
Industry
Communication
2010
20 Citations (Scopus)

A market-based approach for dynamic vehicle deployment planning using radio frequency identification (RFID) information

Kim, J., Ok, C. S., Kumara, S. & Yee, S. T., Nov 1 2010, In : International Journal of Production Economics. 128, 1, p. 235-247 13 p.

Research output: Contribution to journalArticle

Radio frequency identification (RFID)
Planning
Parking
Radio frequency identification
Visibility
35 Citations (Scopus)

A methodology for knowledge discovery to support product family design

Moon, S. K., Simpson, T. W. & Tirupatikumara, S. R., Feb 1 2010, In : Annals of Operations Research. 174, 1, p. 201-218 18 p.

Research output: Contribution to journalArticle

Knowledge discovery
Methodology
Product family
Module
Ontology
55 Citations (Scopus)

Complex networks: An engineering view

Cui, L., Tirupatikumara, S. R. & Albert, R. Z., Sep 1 2010, In : IEEE Circuits and Systems Magazine. 10, 3, p. 10-25 16 p., 5558375.

Research output: Contribution to journalArticle

Complex networks
Explosions
Physics
52 Citations (Scopus)

Distributed routing in wireless sensor networks using energy welfare metric

Ok, C., Lee, S., Mitra, P. & Kumara, S., May 1 2010, In : Information Sciences. 180, 9, p. 1656-1670 15 p.

Research output: Contribution to journalArticle

Routing algorithms
Welfare
Wireless Sensor Networks
Wireless sensor networks
Routing
9 Citations (Scopus)

Implications of k-best modular product design solutions to global manufacturing

Yoo, J. & Tirupatikumara, S. R., Apr 16 2010, In : CIRP Annals - Manufacturing Technology. 59, 1, p. 481-484 4 p.

Research output: Contribution to journalArticle

Product design
Integer programming
Automation
2009
33 Citations (Scopus)

An agent-based recommender system for developing customized families of products

Moon, S. K., Simpson, T. W. & Tirupatikumara, S. R., Dec 1 2009, In : Journal of Intelligent Manufacturing. 20, 6, p. 649-659 11 p.

Research output: Contribution to journalArticle

Recommender systems
Product design
Product development
Experiments
106 Citations (Scopus)

Distributed energy balanced routing for wireless sensor networks

Ok, C. S., Lee, S., Mitra, P. & Kumara, S., Aug 1 2009, In : Computers and Industrial Engineering. 57, 1, p. 125-135 11 p.

Research output: Contribution to journalArticle

Sensor networks
Wireless sensor networks
Routing algorithms
Sensors
Energy efficiency
2008
35 Citations (Scopus)

A dynamic multiagent system based on a negotiation mechanism for product family design

Moon, S. K., Park, J., Simpson, T. W. & Kumara, S. R. T., Apr 1 2008, In : IEEE Transactions on Automation Science and Engineering. 5, 2, p. 234-244 11 p., 4358081.

Research output: Contribution to journalArticle

Multi agent systems
Costs
Mathematical models
2 Citations (Scopus)

A method for platform identification to support service family design

Moon, S. K., Simpson, T. W., Shu, J. & Tirupatikumara, S. R., Dec 5 2008, In : International Journal of Services Operations and Informatics. 3, 3-4, p. 294-317 24 p.

Research output: Contribution to journalArticle

Ontology
Fuzzy clustering
Customer satisfaction
Data mining
Industry
156 Citations (Scopus)

Effective Web Service Composition in Diverse and Large-Scale Service Networks

Oh, S. C., Lee, D. & Kumara, S. R. T., Jan 1 2008, In : IEEE Transactions on Services Computing. 1, 1, p. 15-32 18 p.

Research output: Contribution to journalArticle

Web services
Chemical analysis
Planning
Web service composition
Service oriented architecture (SOA)
2 Citations (Scopus)

Engineering complex, information-based, networked industrial systems: A research roadmap

Jones, A., Deshmukh, A., Kumara, S. & Li, M. S., Mar 1 2008, In : Journal of Computing and Information Science in Engineering. 8, 1, p. 110051-1100513 990463 p.

Research output: Contribution to journalArticle

Engineers
Communication
Processing
Industry
9 Citations (Scopus)

Market-based model predictive control for large-scale information networks: Completion time and value of solution

Lee, S., Kumara, S. & Gautam, N., Oct 1 2008, In : IEEE Transactions on Automation Science and Engineering. 5, 4, p. 630-640 11 p., 4632150.

Research output: Contribution to journalArticle

Model predictive control
Mathematical programming
Resource allocation
Quality of service
Scheduling
7 Citations (Scopus)

Resource-sharing queueing systems with fluid-flow traffic

Mahabhashyam, S. R., Gautam, N. & Kumara, S. R. T., May 1 2008, In : Operations Research. 56, 3, p. 728-744 17 p.

Research output: Contribution to journalArticle

Telecommunication networks
Flow of fluids
Switches
Fluids
Traffic flow
5 Citations (Scopus)

Supplier selection in dynamic competitive environments

Kim, T., Bilsel, R. U. & Tirupatikumara, S. R., Dec 5 2008, In : International Journal of Services Operations and Informatics. 3, 3-4, p. 283-293 11 p.

Research output: Contribution to journalArticle

Supply chains
Game theory
Reinforcement learning
Suppliers
Competitive environment
47 Citations (Scopus)

Value analysis of location-enabled radio-frequency identification information on delivery chain performance

Kim, J., Tang, K., Tirupatikumara, S. R., Yee, S. T. & Tew, J., Mar 1 2008, In : International Journal of Production Economics. 112, 1, p. 403-415 13 p.

Research output: Contribution to journalArticle

Value engineering
Radio frequency identification (RFID)
Freight transportation
Logistics
Decision making
2007
15 Citations (Scopus)

Decentralised topology control algorithms for connectivity of distributed Wireless Sensor networks

Raghavan, U. N. & Kumara, S. R. T., Dec 1 2007, In : International Journal of Sensor Networks. 2, 3-4, p. 201-210 10 p.

Research output: Contribution to journalArticle

Wireless sensor networks
Topology
Network protocols