Soundar Kumara
- Allen E. Pearce and Allen M. Pearce Professor of Industrial Engineering
College of Engineering
222 Leonhard Building
- Email u1o@psu.edu
- Phone 814-863-2359
- Elsevier Pure Profile
Areas of Expertise
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Supply Chain Computer Science
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Multi Agent Systems Computer Science
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Product Family Computer Science
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Supply Chain Keyphrases
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Multi-agent Systems Keyphrases
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Product Family Keyphrases
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Product Family Design Keyphrases
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Neural Network Computer Science
Education
- BE, Mechanical Engineering, S.V. University, 1975
- M.Tech, Industrial Engineering, Indian Institute of Technology, Madras, 1977
- Ph D, Industrial Engineering, Purdue University, 1985
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2025
Performance evaluation of a machine learning-based methodology using dynamical features to detect nonwear intervals in actigraphy data in a free-living setting
Jyotirmoy Nirupam Das, Linying Ji, Yuqi Shen, Soundar Kumara, Orfeu M. Buxton, Sy-Miin Chow, 2025, In: Sleep health
Grand challenges in industrial and systems engineering
Waldemar Karwowski, Gavriel Salvendy, Laura Albert, Woo Chang Kim, Brian Denton, Maged Dessouky, Alexandre Dolgui, Vince Duffy, Soundar Kumara, Jingshan Li, Azad M. Madni, Leon McGinnis, William Rouse, Jeff Shamma, Max Shen, David Simchi-Levi, Julie Swann, Manoj Kumar Tiwari, 2025, In: International Journal of Production Research
2024
Classification of Human Tissues from Histopathology Images Using Deep Learning Techniques
A. Ramanathan, Trilok Kantheti, Chen Zhou, Soundar Kumara, Carlos A. Torres-Cabala, Swaminathan P. Iyer, 2024, In: Proceedings of the 2024 10th International Conference on Biosignals, Images and Instrumentation, ICBSII 2024
Hierarchical energy signatures using machine learning for operational visibility and diagnostics in automotive manufacturing
Ankur Verma, Seog Chan Oh, Jorge Arinez, Soundar Kumara, Jul 2024, In: Manufacturing Letters
Machine learning-assisted collection of reduced sensor data for improved analytics pipeline
Ankur Verma, Ayush Goyal, Soundar Kumara, 2024, In: Procedia CIRP
A MIL-based approach for welding defect classification
Chen Zhou, Saurabh Basu, Soundar Rajan Tirupatikumara, Oct 2024, In: Manufacturing Letters
CURRENT STATE AND BENCHMARKING OF GENERATIVE ARTIFICIAL INTELLIGENCE FOR ADDITIVE MANUFACTURING
Nowrin Akter Surovi, Paul Witherell, Vinay Saji Mathew, Soundar Kumara, 2024, In: 44th Computers and Information in Engineering Conference (CIE)
Selective learning for sensing using shift-invariant spectrally stable undersampled networks
Ankur Verma, Ayush Goyal, Sanjay Sarma, Soundar Kumara, Dec 2024, In: Scientific reports
2023
Site suitability analysis for implementing solar PV power plants using GIS and fuzzy MCDM based approach
Abdullah Almasad, Gregory Pavlak, Thamer Alquthami, Soundar Kumara, Jan 1 2023, In: Solar Energy
A Graphical Representation of Sensor Mapping for Machine Tool Fault Monitoring and Prognostics for Smart Manufacturing
Abhishek Hanchate, Parth Sanjaybhai Dave, Ankur Verma, Akash Tiwari, Cyan Subhra Mishra, Soundar R.T. Kumara, Anil Srivastava, Hui Yang, Vijaykrishnan Narayanan, John Morgan Sampson, Mahmut Taylan Kandemir, Kye Hwan Lee, Tanna Marie Pugh, Amy Jorden, Gautam Natarajan, Dinakar Sagapuram, Satish T.S. ..., Jun 5 2023, In: Smart and Sustainable Manufacturing Systems
Explainable AI (XAI)-driven vibration sensing scheme for surface quality monitoring in a smart surface grinding process
Abhishek Hanchate, Satish T.S. Bukkapatnam, Kye Hwan Lee, Anil Srivastava, Soundar Kumara, Aug 4 2023, In: Journal of Manufacturing Processes
Reprint of
Abhishek Hanchate, Satish T.S. Bukkapatnam, Kye Hwan Lee, Anil Srivastava, Soundar Kumara, Aug 25 2023, In: Journal of Manufacturing Processes
Cold sintering-enabled interface engineering of composites for solid-state batteries
Bo Nie, Tengxiao Liu, Mataz Alcoutlabi, Saurabh Basu, Soundar Kumara, Mingxin Li, Jie Lian, Hongtao Sun, 2023, In: Frontiers in Energy Research
Regulating the size and assembled structure of graphene building blocks for high-performance silicon nanocomposite anodes
Bo Nie, David Sanchez, Mataz Alcoutlabi, Tengxiao Liu, Saurabh Basu, Soundar Kumara, Gongkai Wang, Hongtao Sun, 2023, In: Energy Advances
Ensuring Quality in Metal Additive Manufacturing Through a V-Model Framework
Byeong Min Roh, Timothy W. Simpson, Hui Yang, Soundar R.T. Kumara, Paul Witherell, Albert T. Jones, 2023, In: IEEE Access
2022
Preference based scheduling in a healthcare provider network
Deepak Agrawal, Guodong Pang, Soundar Kumara, 2022, In: European Journal of Operational Research
Process Monitoring
Saurabh Basu, Christopher C. McComb, Mustafa Rifat, Hongtao Sun, Soundar Kumara, Sep 2022, In: Manufacturing Letters
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning
Michael Hoffman, Eunhye Song, Michael Brundage, Soundar Kumara, Aug 1 2022, In: Journal of Computing and Information Science in Engineering
Stochastic parallel machine scheduling using reinforcement learning
Juxihong Julaiti, Seog Chan Oh, Dyutimoy Das, Soundar Kumara, Oct 2022, In: Journal of Advanced Manufacturing and Processing
HOW “SMART” ARE THE NOVEL BIOTECHNOLOGY PLATFORMS BASED VACCINES?
Vishnu Kumar, Vijay Srinivasan, Soundar Kumara, Jul 2022, In: Chimica Oggi
Smart Vaccine Manufacturing Using Novel Biotechnology Platforms
Vishnu Kumar, Vijay Srinivasan, Soundar Kumara, Aug 2022, In: Journal of Computing and Information Science in Engineering
Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing
Byeong Min Roh, Soundar R.T. Kumara, Hui Yang, Timothy W. Simpson, Paul Witherell, Albert T. Jones, Yan Lu, Dec 2022, In: Journal of Computing and Information Science in Engineering
CONVEYER-LESS MATRIX ASSEMBLY LAYOUT DESIGN TO MAXIMIZE LABOR PRODUCTIVITY AND FOOTPRINT USAGE
Ankur Verma, Seog Chan Oh, James W. Wells, Jorge Arinez, Soundar Kumara, 2022, In: Advanced Manufacturing
Spatiotemporal Monitoring of Melt-Pool Variations in Metal-Based Additive Manufacturing
Hui Yang, Siqi Zhang, Yan Lu, Paul Witherell, Soundar Kumara, Jul 1 2022, In: IEEE Robotics and Automation Letters
2021
Online Improvement of Condition-Based Maintenance Policy via Monte Carlo Tree Search
Michael Hoffman, Eunhye Song, Michael P. Brundage, Soundar Kumara, 2021, In: IEEE Transactions on Automation Science and Engineering
Ontology-Driven Learning of Bayesian Network for Causal Inference and Quality Assurance in Additive Manufacturing
Ruimin Chen, Yan Lu, Paul Witherell, Timothy W. Simpson, Soundar Kumara, Hui Yang, Jul 2021, In: IEEE Robotics and Automation Letters
Towards smart vaccine manufacturing
Vishnu Kumar, Vijay Srinivasan, Soundar Kumara, 2021, In: Advanced Manufacturing
In-situ observation selection for quality management in metal additive manufacturing
Byeong Min Roh, Soundar R.T. Kumara, Hui Yang, Timothy W. Simpson, Paul Witherell, Yan Lu, 2021, In: 41st Computers and Information in Engineering Conference (CIE)
Ontology-based Process Map for Metal Additive Manufacturing
Byeong Min Roh, Soundar R.T. Kumara, Paul Witherell, Timothy W. Simpson, 2021, In: Journal of Materials Engineering and Performance
Edge-cloud computing performance benchmarking for IoT based machinery vibration monitoring
Ankur Verma, Ayush Goyal, Soundar Kumara, Thomas Kurfess, Jan 2021, In: Manufacturing Letters
Six-Sigma Quality Management of Additive Manufacturing
Hui Yang, Prahalad Rao, Timothy Simpson, Yan Lu, Paul Witherell, Abdalla R. Nassar, Edward Reutzel, Soundar Kumara, Apr 2021, In: Proceedings of the IEEE
Stable matching of customers and manufacturers for sharing economy of additive manufacturing
Hui Yang, Ruimin Chen, Soundar Kumara, Oct 2021, In: Journal of Manufacturing Systems
AIDCOV
Maryam Zokaeinikoo, Pooyan Kazemian, Prasenjit Mitra, Soundar Kumara, Oct 22 2021, In: ACM Transactions on Management Information Systems
Stable matching of customers and manufacturers for sharing economy of additive manufacturing
Hui Yang, Ruimin Chen, Soundar Kumara, Oct 2021, In: Journal of Manufacturing Systems
2020
Gaining Insights into Patient Satisfaction through Interpretable Machine Learning
Ning Liu, Soundar Kumara, Eric Reich, 2020, In: IEEE Journal of Biomedical and Health Informatics
Mapping keywords within smart, green, and sustainable manufacturing literature
Seifu Chonde, Juxihong Julaiti, Deepak Agrawal, Cheng Bang Chen, Soundar Kumara, 2020, In:
A decision support methodology for integrated machining process and operation plans for sustainability and productivity assessment
Qais Y. Hatim, Christopher Saldana, Guodong Shao, Duck Bong Kim, K. C. Morris, Paul Witherell, Sudarsan Rachuri, Soundar Kumara, Apr 1 2020, In: International Journal of Advanced Manufacturing Technology
Privacy-preserving data mining for smart manufacturing
Qianyu Hu, Ruimin Chen, Hui Yang, Soundar Kumara, 2020, In: Smart and Sustainable Manufacturing Systems
Using text analytics to assess state-of-the-art machine learning in manufacturing
Juxihong Julaiti, Seifu Chonde, Soundar Kumara, 2020, In:
Semi-Supervised Learning Algorithm for Identifying High-Priority Drug-Drug Interactions through Adverse Event Reports
Ning Liu, Cheng Bang Chen, Soundar Kumara, Jan 2020, In: IEEE Journal of Biomedical and Health Informatics
Early stage machine learning–based prediction of US county vulnerability to the COVID-19 pandemic
Mihir Mehta, Juxihong Julaiti, Paul Griffin, Soundar Kumara, Jul 2020, In: JMIR Public Health and Surveillance
Heterogeneous recurrence analysis of spatial data
Hui Yang, Cheng Bang Chen, Soundar Kumara, Jan 1 2020, In: Chaos
Self-organizing network modelling of 3D objects
Hui Yang, Runsang Liu, Soundar Kumara, 2020, In: CIRP Annals
Managing illicit online pharmacies
Hui Zhao, Sowmyasri Muthupandi, Soundar Kumara, Aug 2020, In: Journal of medical Internet research
2019
SuperOrder
Yi Shan Sung, Ronald W. Dravenstott, Jonathan D. Darer, Priyantha D. Devapriya, Soundar Kumara, 2019, In: Health informatics journal
Machine learning and AI for long-term fault prognosis in complex manufacturing systems
Satish T.S. Bukkapatnam, Kahkashan Afrin, Darpit Dave, Soundar R.T. Kumara, 2019, In: CIRP Annals
A Novel Pattern-Frequency Tree for Multisensor Signal Fusion and Transition Analysis of Nonlinear Dynamics
Cheng Bang Chen, Hui Yang, Soundar Kumara, Jan 2019, In: IEEE Sensors Letters
Quantifying manufacturability of component geometries using shape descriptors
Meng Liu, Saurabh Basu, Soundar Kumara, 2019, In: Procedia CIRP
The internet of things for smart manufacturing
Hui Yang, Soundar Kumara, Satish T.S. Bukkapatnam, Fugee Tsung, 2019, In: IISE Transactions
2018
Planar random graph representations of spatiotemporal surface morphology
Satish T.S. Bukkapatnam, Ashif Sikandar Iquebal, Soundar R.T. Kumara, Jan 1 2018, In: CIRP Annals
Recurrence network modeling and analysis of spatial data
Cheng Bang Chen, Hui Yang, Soundar Kumara, Aug 1 2018, In: Chaos
An Unsupervised Machine Learning Approach to Assessing Designer Performance during Physical Prototyping
Matthew L. Dering, Conrad S. Tucker, Soundar Kumara, Mar 1 2018, In: Journal of Computing and Information Science in Engineering
Framework for social sustainability from a food insecurity perspective
Bingqing He, Qihang Yang, Soundar Kumara, Jan 1 2018, In:
Condition-based maintenance policy optimization using genetic algorithms and Gaussian markov improvement algorithm
Michael Hoffman, Eunhye Song, Michael Brundage, Soundar Kumara, Aug 24 2018, In: PHM 2018 - 10th Annual Conference of the Prognostics and Health Management Society
Effects of surgical wound types, pain levels and length of stay on the CAHPS<sup>®</sup> hospital survey
Qianyu Hu, Deepak Agrawal, Yi Shan Sung, Eric Reich, Soundar Kumara, 2018, In:
Parallel computing and network analytics for fast Industrial Internet-of-Things (IIoT) machine information processing and condition monitoring
Chen Kan, Hui Yang, Soundar Kumara, Jan 2018, In: Journal of Manufacturing Systems
Mixed integer nonlinear programming model for analyzing patient satisfaction data
Ning Liu, Soundar Kumara, Eric S. Reich, Jan 1 2018, In:
Cloud-Based Parallel Machine Learning for Tool Wear Prediction
Dazhong Wu, Connor Jennings, Janis Terpenny, Soundar Kumara, Robert X. Gao, 2018, In: Journal of Manufacturing Science and Engineering, Transactions of the ASME
2017
Little data, big data, and food insecurity
Osama Alotaik, Varun S. Chellappa, Susan Steadman, Soundar Kumara, 2017, In: 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017
A novel pattern-frequency tree approach for transition analysis and anomaly detection in nonlinear and nonstationary systems
Cheng Bang Chen, Hui Yang, Soundar Rajan Tirupatikumara, 2017, In: 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017
Cluster vector space model
Juxihong Julaiti, Soundar Kumara, Jan 1 2017, In: 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017
A classification scheme for smart manufacturing systems' performance metrics
Y. T. Lee, S. Kumaraguru, S. Jain, S. Robinson, M. Helu, Q. Y. Hatim, S. Rachuri, D. Dornfeld, C. J. Saldana, S. Kumara, Feb 28 2017, In: Smart and Sustainable Manufacturing Systems
An unsupervised machine learning model for discovering latent infectious diseases using social media data
Sunghoon Lim, Conrad S. Tucker, Soundar Kumara, Feb 1 2017, In: Journal of Biomedical Informatics
Explainable data-driven modeling of patient satisfaction survey data
Ning Liu, Soundar Kumara, Eric Reich, Jul 1 2017, In: Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017
Blockchain in megacity logistics
Rico Polim, Qianyu Hu, Soundar Kumara, 2017, In: 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017
Real-time shipment duration prediction
Rico Polim, Soundar Kumara, Breno Marques Gomes, 2017, In: 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017
Subsurface damage in milling of lightweight open-cell aluminium foams
Haipeng Qiao, Saurabh Basu, Christopher Saldana, Soundar Kumara, 2017, In: CIRP Annals - Manufacturing Technology
How are you feeling?
Suppawong Tuarob, Conrad S. Tucker, Soundar Kumara, C. Lee Giles, Aaron L. Pincus, David E. Conroy, Nilam Ram, Apr 1 2017, In: Journal of Biomedical Informatics
A Comparative Study on Machine Learning Algorithms for Smart Manufacturing
Dazhong Wu, Connor Jennings, Janis Terpenny, Robert X. Gao, Soundar Kumara, Jul 1 2017, In: Journal of Manufacturing Science and Engineering, Transactions of the ASME
Data-driven prognostics using random forests
Dazhong Wu, Connor Jennings, Janis Terpenny, Robert Gao, Soundar Kumara, 2017, In: Manufacturing Equipment and Systems
2016
Uncovering the effect of dominant attributes on community topology
Yi Shan Sung, Dashun Wang, Soundar Kumara, Sep 28 2016, In: Information Systems Frontiers
Predicting patients at risk for 3-day postdischarge readmissions, ED Visits, and Deaths
Deepak Agrawal, Cheng Bang Chen, Ronald W. Dravenstott, Christopher T.B. Strömblad, John Andrew Schmid, Jonathan D. Darer, Priyantha Devapriya, Soundar Kumara, Oct 1 2016, In: Medical care
A casualty network analysis in non-major combat operations
Nathaniel D. Bastian, Lawrence V. Fulton, Paul M. Griffin, Yi Shan Sung, Soundar Kumara, Jan 1 2016, In: Journal of Defense Modeling and Simulation
Integrating data analytics and simulation methods to support manufacturing decision making
Deogratias Kibira, Qais Hatim, Soundar Kumara, Guodong Shao, Feb 16 2016, In: 2015 Winter Simulation Conference, WSC 2015
Cyber-physical systems in manufacturing
L. Monostori, B. Kádár, T. Bauernhansl, S. Kondoh, S. Kumara, G. Reinhart, O. Sauer, G. Schuh, W. Sihn, K. Ueda, 2016, In: CIRP Annals
Ontology-based laser and thermal metamodels for metal-based additive manufacturing
Byeong Min Roh, Soundar R.T. Kumara, Timothy W. Simpson, Panagiotis Michaleris, Paul Witherell, Ibrahim Assouroko, 2016, In: 36th Computers and Information in Engineering Conference
Complexity and large-scale networks
Hari P. Thadakamalla, Soundar R.T. Kumara, Reka Z. Albert, Apr 19 2016, In: Operations Research and Management Science Handbook
Cloud-based machine learning for predictive analytics
Dazhong Wu, Connor Jennings, Janis Terpenny, Soundar Kumara, 2016, In: Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016
A user-centred approach to information visualisation in nano-health
Hui Yang, Kaizhi Tang, Xiong Liu, Lemin Xiao, Roger Xu, Soundar Kumara, 2016, In: International Journal of Bioinformatics Research and Applications
2015
Improving food access using agent based simulation
Deepak Agrawal, Cheng Bang Chen, Soundar Kumara, 2015, In: IIE Annual Conference and Expo 2015
Robustness analysis of Indian Airport Network
Shruti Agrawal, Deepak Agrawal, Cheng Bang Chen, Kenneth Hutchison, Soundar Kumara, 2015, In: IIE Annual Conference and Expo 2015
An ADMM algorithm for clustering partially observed networks
N. S. Aybat, S. Zarmehri, S. Kumara, 2015, In: SIAM International Conference on Data Mining 2015, SDM 2015
Retail analytics
Cheng Bang Chen, Deepak Agrawal, Soundar Kumara, 2015, In: IIE Annual Conference and Expo 2015
Content mining to support design
Seifu Chonde, Soundar Kumara, Joey Storer, 2015, In: IIE Annual Conference and Expo 2015
RFID in production and service systems
Nilgun Fescioglu-Unver, Sung Hee Choi, Dongmok Sheen, Soundar Kumara, Dec 1 2015, In: Information Systems Frontiers
Cloud-enabled prognosis for manufacturing
R. Gao, L. Wang, R. Teti, D. Dornfeld, S. Kumara, M. Mori, M. Helu, 2015, In: CIRP Annals - Manufacturing Technology
A Simulation-based Methodology of Assessing Environmental Sustainability and Productivity for Integrated Process and Production Plans
Qais Hatim, Guodong Shao, Sudarsan Rachuri, Deogratias Kibira, Soundar Kumara, 2015, In: Procedia Manufacturing
A framework for ontological behavioral modeling in domestic dogs to predict aggression
Kenneth Hutchison, Savannah Huff, Deepak Agrawal, Soundar Kumara, Jan 1 2015, In: IIE Annual Conference and Expo 2015
Measuring location based effects of polling precincts on voter turnout
Kenneth M. Hutchison, Soundar Rajan Tirupatikumara, Haleigh Hutchison, Michael Binder, Jan 1 2015, In: IIE Annual Conference and Expo 2015
Leveraging social networks for efficient hurricane evacuation
Manini Madireddy, Soundar Kumara, D. J. Medeiros, Venky N. Shankar, Jul 1 2015, In: Transportation Research Part B: Methodological
2014
Automated assembly sequence planning and subassembly detection
Deepak Agrawal, Soundar Kumara, Daniel Finke, Jan 1 2014, In: IIE Annual Conference and Expo 2014
A network view of business systems
Fatih Cavdur, Soundar Kumara, Mar 2014, In: Information Systems Frontiers
Network mining
Fatih Cavdur, Soundar Rajan Tirupatikumara, Jan 1 2014, In: Information Systems Frontiers
Cheminformatics
Seifu Chonde, Soundar Kumara, 2014, In: IIE Annual Conference and Expo 2014
Finding a renewable energy policy using agent based modeling
Angela Garza, Seifu Chonde, Soundar Rajan Tirupatikumara, 2014, In: IIE Annual Conference and Expo 2014
System dynamics based manpower modeling
Angela Garza, Soundar Kumara, Jay D. Martin, Daniel A. Finke, 2014, In: IIE Annual Conference and Expo 2014
A game-theoretic approach to graph clustering
Supreet Mandala, Soundar Kumara, Kalyan Chatterjee, 2014, In: INFORMS Journal on Computing
Group preference modeling for intelligent shared environments
Changsoo Ok, Seokcheon Lee, Soundar Kumara, Sep 10 2014, In: Information Sciences
Change detection in precision manufacturing processes under transient conditions
Zimo Wang, Satish T.S. Bukkapatnam, Soundar R.T. Kumara, Zhenyu Kong, Zvi Katz, 2014, In: CIRP Annals - Manufacturing Technology
2013
Automated disassembly sequence planning and optimization
Deepak Agrawal, Phani T. Nallamothu, Supreet R. Mandala, Soundar Kumara, Daniel A. Finke, 2013, In:
Information modeling to incorporate sustainability into production plans
Qais Y. Alkhazraji, Christopher Saldana, Tang Donghuan, Soundar Kumara, Dec 1 2013, In: 2013 IEEE International Conference on Automation Science and Engineering, CASE 2013
Material information model across product lifecycle for sustainability assessment
Qais Y. AlKhazraji, Christopher Saldana, Soundar Kumara, 2013, In: Re-Engineering Manufacturing for Sustainability - Proceedings of the 20th CIRP International Conference on Life Cycle Engineering
Multi-agent system for manpower modeling
Angela Garza, Soundar Kumara, Jay D. Martin, Daniel A. Finke, 2013, In:
Big data analytics - Sentiment analysis of Twitter data using clustering techniques
Ken Hutchison, Soundar Kumara, 2013, In:
Clustering social networks using ant colony optimization
Supreet Reddy Mandala, Soundar R.T. Kumara, Calyampudi Radhakrishna Rao, Reka Albert, Apr 2013, In: Operational Research
Laser and photonic systems integration
Shimon Y. Nof, Gary J. Cheng, Andrew M. Weiner, Xin W. Chen, Avital Bechar, Marshall G. Jones, Claude B. Reed, Alkan Donmez, Thomas D. Weldon, Peter Bermel, Satish T.S. Bukkapatnam, Changqing Cheng, Soundar R.T. Kumara, Arden Bement, Richard Koubek, Bopaya Bidanda, Yung C. Shin, Agostino Capponi, Se..., Nov 2013, In: Human Factors and Ergonomics In Manufacturing
Detecting overlapping communities in online social networks using game theoretic approach
Yi Shan Sung, Soundar Kumara, 2013, In:
From sensing to controlling
Maja Vukovic, Rajarshi Das, Soundar Kumara, 2013, In: International Journal of Communication Networks and Distributed Systems
Social web for disaster management SWDM workshop chairs' welcome
Maja Vukovic, Soundar Kumara, Patrick Meier, 2013, In: WWW 2013 Companion - Proceedings of the 22nd International Conference on World Wide Web
Sustainability through lifecycle synthesis of material information
Paul Witherell, K. C. Morris, Anantha Narayanan, Jae Hyun Lee, Sudarsan Rachuri, Soundar Kumara, 2013, In: Re-Engineering Manufacturing for Sustainability - Proceedings of the 20th CIRP International Conference on Life Cycle Engineering
A user centered approach to developing information visualization module for NEIMiner
Hui Yang, Soundar Kumara, Kaizhi Tang, Xiong Liu, Lemin Xiao, Roger Xu, 2013, In: Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013
Investigating nanomaterial toxicity bibliography
Hui Yang, Soundar Kumara, Kaizhi Tang, Xiong Liu, Zheng Chen, Roger Xu, 2013, In: Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013
VisOSA
Hui Yang, Ling Rothrock, Soundar Kumara, Ravi Singareddy, 2013, In:
Automated disassembly sequence planning and optimization
Deepak Agrawal, Phani T. Nallamothu, Supreet R. Mandala, Soundar Kumara, Daniel A. Finke, 2013, In:
2012
Internet based service networks
Liying Cui, Soundar Kumara, Réka Albert, 2012, In: Springer Optimization and Its Applications
Fast detection of overlapping communities in online social networks
Akshay Ghurye, Soundar Kumara, 2012, In:
Detecting alternative graph clusterings
Supreet Mandala, Soundar Kumara, Tao Yao, Jul 23 2012, In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
Complex mathematical model for soft processes in information fusion
David M. Sudit, Soundar Kumara, David Hall, 2012, In:
Modular product design using cyberinfrastructure for global manufacturing
John Jung Woon Yoo, Soundar Kumara, Timothy W. Simpson, 2012, In: Journal of Computing and Information Science in Engineering
2011
Service composition using dynamic programming and concept service (CS) network
Liying Cui, Soundar Kumara, Tao Yao, 2011, In:
Sensors, networks and internet of things
Soundar Kumara, Li Ying Cui, Jie Zhang, 2011, In: Proceedings of the 8th International Workshop on Information Integration on the Web, IIWeb 2011 - In Conjunction with WWW 2011
An agent based model for evacuation traffic management
Manini Madireddy, D. J. Medeiros, Soundar Kumara, 2011, In: Proceedings of the 2011 Winter Simulation Conference, WSC 2011
A single-period analysis of a two-echelon inventory system with dependent supply uncertainty
Behdad Masih-Tehrani, Susan H. Xu, Soundar Kumara, Haijun Li, Sep 2011, In: Transportation Research Part B: Methodological
A module-based service model for mass customization
Seung Ki Moon, Jun Shu, Timothy W. Simpson, Soundar R.T. Kumara, Mar 2011, In: IIE Transactions (Institute of Industrial Engineers)
A Platform Identification Method for Service Family Design Using a Process Model and a Clustering Method
Ki Moon Seung, Timothy W. Simpson, Jun Shu, Soundar R.T. Kumara, 2011, In: Springer Series in Advanced Manufacturing
Cooperative and responsive manufacturing enterprises
J. Váncza, L. Monostori, D. Lutters, S. R. Kumara, M. Tseng, P. Valckenaers, H. Van Brussel, 2011, In: CIRP Annals - Manufacturing Technology
Second international workshop on ubiquitous crowdsourcing
Maja Vukovic, Soundar Kumara, 2011, In: UbiComp'11 - Proceedings of the 2011 ACM Conference on Ubiquitous Computing
Welcome
Maja Vukovic, Soundar Kumara, 2011, In: UbiCrowd'11 - Proceedings of the 2nd International Workshop on Ubiquitous Crowdsouring
2010
Complex networks
Liying Cui, Soundar Kumara, Réka Albert, Sep 2010, In: IEEE Circuits and Systems Magazine
Product design using interface-based module description
Vamsy Godthi, John Jung Woon Yoo, Cari Bryant Arnold, Timothy W. Simpson, Soundar Kumara, 2010, In: ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2010
A market-based approach for dynamic vehicle deployment planning using radio frequency identification (RFID) information
Jindae Kim, Chang Soo Ok, Soundar Kumara, Shang Tae Yee, Nov 2010, In: International Journal of Production Economics
A methodology for knowledge discovery to support product family design
Seung Ki Moon, Timothy W. Simpson, Soundar R.T. Kumara, Feb 2010, In: Annals of Operations Research
Distributed routing in wireless sensor networks using energy welfare metric
Changsoo Ok, Seokcheon Lee, Prasenjit Mitra, Soundar Kumara, May 1 2010, In: Information Sciences
Ubiquitous crowdsourcing
Maja Vukovic, Soundar Kumara, Ohad Greenshpan, 2010, In: UbiComp'10 - 2010 ACM Conference on Ubiquitous Computing - Adjunct Proceedings
Implications of k-best modular product design solutions to global manufacturing
J. Yoo, S. R.T. Kumara, 2010, In: CIRP Annals - Manufacturing Technology
Modular product design using cyberinfrastructure for global manufacturing
John Jung Woon Yoo, Soundar R.T. Kumara, Timothy W. Simpson, 2010, In: Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 2009, DETC2009
2009
Large-scale network decomposition and mathematical programming based web service composition
Ying Cui Li, Soundar Kumara, John Jung Woon Yoo, Fatih Cavdur, 2009, In: 2009 IEEE Conference on Commerce and Enterprise Computing, CEC 2009
A multi-agent system for recommending customized families of products
Seung Ki Moon, Timothy W. Simpson, Soundar R.T. Kumara, 2009, In: Mass Customization for Personalized Communication Environments
An agent-based recommender system for developing customized families of products
Seung Ki Moon, Timothy W. Simpson, Soundar R.T. Kumara, Dec 2009, In: Journal of Intelligent Manufacturing
A strategic module-based platform design method for developing customized products in dynamic and uncertain market environments
Seung Ki Moon, Timothy W. Simpson, Soundar R.T. Kumara, 2009, In: 2008 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC 2008
A strategic platform design method for developing customized families of services
Seung Ki Moon, Jun Shu, Timothy W. Simpson, Soundar R.T. Kumara, 2009, In: ASME 2009 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2009
Market-based strategic platform design for a product family using a Bayesian game
Seung Ki Moon, Timothy W. Simpson, Soundar R.T. Kumara, Jan 1 2009, In: Handbook of Research in Mass Customization and Personalization
Towards a knowledge support system for product family design
Seung Ki Moon, Xiaomeng Chang, Janis Terpenny, Timothy W. Simpson, Soundar R.T. Kumara, Jan 1 2009, In: Handbook of Research in Mass Customization and Personalization
Distributed energy balanced routing for wireless sensor networks
Chang Soo Ok, Seokcheon Lee, Prasenjit Mitra, Soundar Kumara, Aug 2009, In: Computers and Industrial Engineering
Comparison of mitigation strategies for supplier risks
Satama Sirivunnabood, Soundar Rajan Tirupatikumara, Nov 19 2009, In: 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics, SOLI 2009
2008
Engineering complex, information-based, networked industrial systems
Albert Jones, Abhijit Deshmukh, Soundar Kumara, Man Sze Li, Mar 2008, In: Journal of Computing and Information Science in Engineering
Supplier selection in dynamic competitive environments
Taeil Kim, R. Ufuk Bilsel, Soundar Kumara, 2008, In: International Journal of Services Operations and Informatics
Value analysis of location-enabled radio-frequency identification information on delivery chain performance
Jindae Kim, Kaizhi Tang, Soundar Kumara, Shang Tae Yee, Jeffrey Tew, Mar 2008, In: International Journal of Production Economics
Market-based model predictive control for large-scale information networks
Seokcheon Lee, Soundar Kumara, Natarajan Gautam, Oct 2008, In: IEEE Transactions on Automation Science and Engineering
Resource-sharing queueing systems with fluid-flow traffic
Sai Rajesh Mahabhashyam, Natarajan Gautam, Soundar R.T. Kumara, May 2008, In: Operations Research
A dynamic multiagent system based on a negotiation mechanism for product family design
Seung Ki Moon, Jaeil Park, Timothy W. Simpson, Soundar R.T. Kumara, Apr 2008, In: IEEE Transactions on Automation Science and Engineering
A method for platform identification to support service family design
Seung Ki Moon, Timothy W. Simpson, Jun Shu, Soundar R.T. Kumara, 2008, In: International Journal of Services Operations and Informatics
A process model and data mining to support designing families of services
Seung Ki Moon, Timothy W. Simpson, Soundar R.T. Kumara, 2008, In: 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007
A strategic module-based platform design method for developing customized products in dynamic and uncertain market environments
Seung Ki Moon, Timothy W. Simpson, Soundar R.T. Kumara, 2008, In: ASME 2008 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2008
Effective Web Service Composition in Diverse and Large-Scale Service Networks
Seog Chan Oh, Dongwon Lee, Soundar R T Kumara, 2008, In: IEEE Transactions on Services Computing
Complexity and large-scale networks
Hari P. Thadakamalla, Soundar R.T. Kumara, Reka Z. Albert, Nov 12 2008, In: Operations Research Methodologies
Delivery supply chain planning using radio frequency identification (RFID)-enabled dynamic optimization
Shang Tae Yee, Jeffrey Tew, Kaizhi Tang, Jindae Kim, Soundar Kumara, Nov 20 2008, In: Supply Chain Management and Knowledge Management
Application of semantic web technology to scheduling interoperability
Jung Woon Yoo, Soundar R.T. Kumara, Seog Chan Oh, 2008, In:
A web service composition framework using integer programming with non-functional objectives and constraints
John Jung Woon Yoo, Soundar Kumara, Dongwon Lee, Seog Chan Oh, 2008, In: Proceedings - 10th IEEE Joint Conference on E-Commerce Technology and the 5th Enterprise Computing, E-Commerce and E-Services, CEC 2008 and EEE 2008
2007
Multiagent-based dynamic deployment planning in RTLS-enabled automotive shipment yard
Jindae Kim, Changsoo Ok, Soundar R.T. Kumara, Shang Tae Yee, Jan 1 2007, In: Advances in Artificial Intelligence - 20th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2007, Proceedings
New quality metrics for digital image resizing
Hongseok Kim, Soundar Kumara, 2007, In: Applications of Digital Image Processing XXX
Characterization and monitoring of nonlinear dynamics and chaos in manufacturing enterprise systems
S. R.T. Kumara, S. T.S. Bukkapatnam, 2007, In: International Series in Operations Research and Management Science
Decentralized supply chain coordination through auction markets
Seokcheon Lee, Soundar Kumara, Oct 2007, In: International Journal of Production Research
Efficient scheduling algorithm for component-based networks
Seokcheon Lee, Soundar Kumara, Natarajan Gautam, May 2007, In: Future Generation Computer Systems
Multiagent System Approach for Dynamic Lot-Sizing in Supply Chains
Seokcheon Lee, Soundar Kumara, 2007, In: Springer Series in Advanced Manufacturing
An agent-based customized recommender system for product and service family design
Seung Ki Moon, Timothy William Simpson, Soundar Rajan Tirupatikumara, 2007, In: IIE Annual Conference and Expo 2007 - Industrial Engineering's Critical Role in a Flat World - Conference Proceedings
Semantic web-service discovery and composition using flexible parameter matching
Seog Chan Oh, Jung Woon Yoo, Hyunyoung Kil, Dongwon Lee, Soundar R T Kumara, 2007, In: Proceedings - The 9th IEEE International Conference on E-Commerce Technology; The 4th IEEE International Conference on Enterprise Computing, E-Commerce and E-Services, CEC/EEE 2007
Web Service Planner (WSPR)
Seog Chan Oh, Dongwon Lee, Soundar R T Kumara, 2007, In: International Journal of Web Services Research
Distributed energy-adaptive routing for wireless sensor networks
Changsoo Ok, Pransenjit Mitra, Seokcheon Lee, Soundar Kumara, 2007, In: Proceedings of the 3rd IEEE International Conference on Automation Science and Engineering, IEEE CASE 2007
Maximum energy welfare routing in wireless sensor networks
Changsoo Ok, Prasenjit Mitra, Seokcheon Lee, Soundar Kumara, 2007, In: NETWORKING 2007 Ad Hoc and Sensor Networks, Wireless Networks, Next Generation Internet - 6th International IFIP-TC6 Networking Conference, Proceedings
Optimal transmission power in self-sustainable sensor networks for pipeline monitoring
Changsoo Ok, Hari Thadakamalla, Usha Raghavan, Soundar Kumara, Sang Gook Kim, Xiang Zhang, Satish Bukkapatnam, 2007, In: Proceedings of the 3rd IEEE International Conference on Automation Science and Engineering, IEEE CASE 2007
Decentralised topology control algorithms for connectivity of distributed Wireless Sensor networks
Usha Nandini Raghavan, Soundar R.T. Kumara, 2007, In: International Journal of Sensor Networks
Near linear time algorithm to detect community structures in large-scale networks
Usha Nandini Raghavan, Réka Albert, Soundar Kumara, Sep 11 2007, In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
A reinforcement learning approach for dynamic supplier selection
Il Kim Tae, R. Ufuk Bilsel, Soundar R.T. Kumara, 2007, In: 2007 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI
Search in spatial scale-free networks
H. P. Thadakamalla, R. Albert, S. R.T. Kumara, Jun 28 2007, In: New Journal of Physics
Acoustic emission sensing for tool wear monitoring and process control in metal cutting
Karthikeyan Chittayil, Soundar R.T. Kumara, Paul H. Cohen, Dec 20 2007, In: Handbook of Design, Manufacturing and Automation
2006
Wireless sensing of flow-induced vibrations for pipeline integrity monitoring
Amjad Awawdeh, Satish T.S. Bukkapatnam, Soundar R.T. Kumara, Charles Bunting, Ranga Komanduri, 2006, In: 2006 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAM 2006
Distributed sensing for quality and productivity improvements
Yu Ding, Elsayed A. Elsayed, Soundar Kumara, Jye Chyi Lu, Feng Niu, Jianjun Shi, Oct 2006, In: IEEE Transactions on Automation Science and Engineering
Collaborative self-organization by devices providing document services - A multi-agent perspective
Nathan Gnanasambandam, Naveen Sharma, Soundar Rajan Tirupatikumara, Hua Liu, Dec 1 2006, In: Proceedings - 3rd International Conference on Autonomic Computing, ICAC 2006
Geometric task decomposition in a multi-agent environment
Kaivan Kamali, Dan Ventura, Amulya Garga, Soundar R.T. Kumara, Jun 1 2006, In: Applied Artificial Intelligence
An inter-university collaborative undergraduate research/learning experience for product platform planning
Hansen Lukman, Steven Shooter, Fabrice Alizon, Asli Sahin, Janis Terpenny, Robert Stone, Timothy Simpson, Soundar Kumara, 2006, In: ASEE Annual Conference and Exposition, Conference Proceedings
Agent based manufacturing
Laszlo Monostori, J. Váncza, Soundar Kumara, 2006, In: Information Technology For Balanced Manufacturing Systems
Agent-based systems for manufacturing
L. Monostori, J. Váncza, S. R.T. Kumara, 2006, In: CIRP Annals - Manufacturing Technology
A multi-agent system for modular platform design in a dynamic electronic market environment
Seung Ki Moon, Soundar R.T. Kumara, Timothy W. Simpson, 2006, In: Proceedings of 2006 ASME International Design Engineering Technical Conferences and Computers and Information In Engineering Conference, DETC2006
Data mining and fuzzy clustering to support product family design
Seung Ki Moon, Soundar R.T. Kumara, Timothy W. Simpson, 2006, In: Proceedings of 2006 ASME International Design Engineering Technical Conferences and Computers and Information In Engineering Conference, DETC2006
A methodology for product family ontology development using formal concept analysis and web ontology language
Jyotirmaya Nanda, Timothy W. Simpson, Soundar R.T. Kumara, Steven B. Shooter, Jun 2006, In: Journal of Computing and Information Science in Engineering
Ontological specification of performance models for multi-agent systems
Jyotirmaya Nanda, Nathan Gnanasambandam, Soundar R.T. Kumara, Timothy W. Simpson, 2006, In:
Algorithms for web services discovery and composition based on syntactic and semantic service descriptions
Seog Chan Oh, Hyunyoung Kil, Dongwon Lee, Soundar R T Kumara, 2006, In: Proceedings - CEC/EEE 2006
WSBen
Seog Chan Oh, Hyunyoung Kil, Dongwon Lee, Soundar R T Kumara, 2006, In: Proceedings - ICWS 2006
2005
Stochastic fluid flow models for determining optimal switching thresholds
Vineet Aggarwal, N. Gautam, Soundar R.T. Kumara, Mark Greaves, Jan 2005, In: Performance Evaluation
Similarity test for free-form surfaces in product design
Jing Fu, Sanjay Joshi, Soundar R.T. Kumara, 2005, In:
A framework for performance control of distributed autonomous agents
Nathan Gnanasambandam, Seokcheon Lee, Soundar R.T. Kumara, Natarajan Gautam, 2005, In:
An autonomous performance control framework for distributed multi-agent systems
Nathan Gnanasambandam, Seokcheon Lee, Soundar R.T. Kumara, Natarajan Gautam, Wilbur Peng, Vikram Manikonda, Marshall Brinn, Mark Greaves, 2005, In:
Survivability of a distributed multi-agent application - A performance control perspective
Nathan Gnanasambandam, Seokcheon Lee, Soundar R.T. Kumara, Natarajan Gautam, Wilbur Peng, Vikram Manikonda, Marshall Brinn, Mark Greaves, 2005, In: 2005 IEEE 2nd Symposium on Multi-Agent Security and Survivability
Dynamic shipment planning in an automobile shipment yard using real-time Radio Frequency Identification (RFID) information
Jindae Kim, Soundar R.T. Kumara, Shang Tae Yee, Jeffrey Tew, 2005, In: Proceedings of the 2005 IEEE Conference on Automation Science and Engineering, IEEE-CASE 2005
Wireless communication-enabled Markovian decision model for dynamic shipment planning in supply chains
Jindae Kim, Soundar R.T. Kumara, Shang Tae Yee, Jeffrey Tew, 2005, In:
Estimating global stress environment by observing local behavior in distributed multiagent systems
Seokcheon Lee, Soundar Kumara, 2005, In: Proceedings of the 2005 IEEE Conference on Automation Science and Engineering, IEEE-CASE 2005
Knowledge representation for product design using techspecs concept ontology
Seung Ki Moon, Soundar R.T. Kumara, Timothy W. Simpson, 2005, In: Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, IRI - 2005
A family of market-based shipment methodologies for delivery supply chain
Seog Chan Oh, Soundar R.T. Kumara, Shang Tae Yee, Jeffrey D. Tew, 2005, In: Proceedings of the 2005 Winter Simulation Conference
An inter-university collaborative undergraduate research/learning experience for product platform planning
Timothy W. Simpson, Robert B. Stone, Steven B. Shooter, Janis P. Terpenny, Soundar R.T. Kumara, 2005, In: ASEE Annual Conference and Exposition, Conference Proceedings
An online learning tool for product platform planning
Anand Srinivasan, Janis P. Terpenny, Steven B. Shooter, Robert B. Stone, Timothy W. Simpson, Soundar R.T. Kumara, 2005, In: ASEE Annual Conference and Exposition, Conference Proceedings
Online case studies and a process description for product platform planning
Anand Srinivasan, Asli Sahin, Janis P. Terpenny, Timothy W. Simpson, Soundar R.T. Kumara, Steven B. Shooter, Robert B. Stone, 2005, In: Proc. of the ASME Int. Des. Eng. Techn. Conf. and Comput. and Inf. in Eng. Conf. - DETC2005
Designing a network infrastructure for survivability of multi-agent systems
A. Surana, N. Gautam, S. R.T. Kumara, M. Greaves, 2005, In: Proceedings of the IASTED International Multi-Conference on Applied Informatics
Supply-chain networks
Amit Surana, Soundar Kumara, Mark Greaves, Usha Nandini Raghavan, Oct 15 2005, In: International Journal of Production Research
Cooperation in a multi-stage game for modeling distributed task delegation in a supply chain procurement problem
Kaizhi Tang, Soundar R.T. Kumara, 2005, In: Proceedings of the 2005 IEEE Conference on Automation Science and Engineering, IEEE-CASE 2005
Search in weighted complex networks
Hari P. Thadakamalla, R. Albert, S. R.T. Kumara, Dec 2005, In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
2004
Reliable MAS performance prediction using queueing models
Nathan Gnanasambandam, Seokcheon Lee, Natarajan Gautam, Soundar R.T. Kumara, Wilbur Peng, Vikram Manikonda, Marshall Brinn, Mark Greaves, 2004, In: 2004 IEEE 1st Symposium on Multi-Agent Security and Survivability
Exploring semantic web technologies for product family modeling
Jyotirmaya Nanda, Henri J. Thevenot, Timothy W. Simpson, Soundar R.T. Kumara, Steven B. Shooter, 2004, In:
Toward an information management infrastructure for product family planning and mass customization
Steven B. Shooter, Timothy W. Simpson, Soundar R.T. Kumara, Robert B. Stone, Janis P. Terpenny, 2004, In:
Wireless-based dynamic optimization for load makeup using auction mechanism
Kaizhi Tang, Soundar R.T. Kumara, Shang Tae Yee, Jeffrey Tew, 2004, In:
Survivability of multiagent-based supply networks
Hari Prasad Thadakamalla, Usha Nandini Raghavan, Soundar Kumara, Réka Albert, Sep 2004, In: IEEE Intelligent Systems
2003
Decision making in logistics
S. R.T. Kumara, P. Ranjan, A. Surana, V. Narayanan, 2003, In: CIRP Annals - Manufacturing Technology
Advances in e-manufacturing
Yong Han Lee, Soundar R.T. Kumara, Aug 20 2003, In: Journal of Materials Processing Technology
Multiagent based dynamic resource scheduling for distributed multiple projects using a market mechanism
Y. H. Lee, Soundar R.T. Kumara, Kalyan Chatterjee, Oct 2003, In: Journal of Intelligent Manufacturing
2002
The neighborhood method and its coupling with the wavelet method for signal separation of chaotic signals
Satish T.S. Bukkapatnam, Soundar R.T. Kumara, Akhlesh Lakhtakia, Parthasarathy Srinivasan, Oct 2002, In: Signal Processing
Survivability of complex system - Support vector machine based approach
Y. Hong, N. Gautam, S. R.T. Kumara, A. Surana, H. Gupta, S. Lee, V. Narayanan, H. Thadakamalla, M. Brinn, M. Greaves, 2002, In:
Distributed multiproject resource control
S. R.T. Kumara, Y. H. Lee, K. Chatterjee, 2002, In: CIRP Annals - Manufacturing Technology
Simulation anywhere any time
Soundar R.T. Kumara, Yong Han Lee, Kaizhi Tang, Chad Dodd, Jeffrey Tew, Shang Tae Yee, 2002, In: Winter Simulation Conference Proceedings
Situation identification using dynamic parameters in complex agent-based planning systems
Seokcheon Lee, N. Gautam, S. Kumara, Y. Hong, H. Gupta, A. Surana, V. Narayanan, H. Thadakamalla, M. Brinn, M. Greaves, 2002, In:
2001
Evaluating the design and development of Reagere
Nina M. Berry, Soundar R.T. Kumara, 2001, In: Integrated Computer-Aided Engineering
A distributed multi-agent model for value nets
Chad Dodd, Soundar R.T. Kumara, 2001, In: Engineering of Intelligent Systems - 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001, Proceedings
Surface defect recognition using multi-layer perceptron and c-means algorithm
T. Kim, S. R.T. Kumara, Mar 2001, In: International Journal of Industrial Engineering : Theory Applications and Practice
2000
Fractal estimation of flank wear in turning
Satish T.S. Bukkapatnam, Soundar R.T. Kumara, Akhlesh Lakhtakia, Mar 2000, In: Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME
Flank wear estimation in turning through wavelet representation of acoustic emission signals
S. V. Kamarthi, S. R.T. Kumara, P. H. Cohen, Feb 2000, In: Journal of Manufacturing Science and Engineering, Transactions of the ASME
Market-based collaborative control of distributed multiple product development projects
Y. H. Lee, S. R.T. Kumara, 2000, In: Proceedings of SPIE - The International Society for Optical Engineering
Negotiation for transportation tasks with stochastic payoffs
Goutam Satapathy, Soundar R.T. Kumara, Jun 2000, In: Computers in Industry
1999
Manufacturing in the Digital Age
Anantaram Balakrishnan, Soundar Rajan Tirupatikumara, Shankar Sundaresan, 1999, In: Information Systems Frontiers
Analysis of acoustic emission signals in machining
S. T.S. Bukkapatnam, S. R.T. Kumara, A. Lakhtakia, Nov 1999, In: Journal of Manufacturing Science and Engineering, Transactions of the ASME
Local eigenfunctions based suboptimal wavelet packet representation of contaminated chaotic signals
Satish T.S. Bukkapatnam, Soundar R.T. Kumara, Akhlesh Lakhtakia, Oct 1999, In: IMA Journal of Applied Mathematics (Institute of Mathematics and Its Applications)
Cascading auction protocol as a framework for integrating process planning and heterarchical shop floor control
Patrick McDonnell, Glen Smith, Sanjay Joshi, Soundar R.T. Kumara, 1999, In: International Journal of Flexible Manufacturing Systems
Machinery fault diagnosis and prognosis
Jae Hong Suh, Soundar R.T. Kumara, Shreesh P. Mysore, 1999, In: CIRP Annals - Manufacturing Technology
1998
Fuzzy logic and neural networks for design of process parameters
Y. T. Chen, S. R.T. Kumara, Feb 1998, In: International Journal of Production Research
Distributed intelligent architecture for logistics (DIAL)
Goutam Satapathy, Soundar R.T. Kumara, Leah M. Moore, Apr 1998, In: Expert Systems With Applications
1997
REAGERE
Nina M. Berry, Soundar R.T. Kumara, Dec 1 1997, In: Proceedings of SPIE - The International Society for Optical Engineering
Analysis of acoustic emission signals in machining
Satish T.S. Bukkapatnam, Soundar R.T. Kumara, Akhlesh Lakhtakia, 1997, In:
Chaotic neurons for on-line quality control in manufacturing
Satish T.S. Bukkapatnam, Akhlesh Lakhtakia, Soundar R.T. Kumara, 1997, In: International Journal of Advanced Manufacturing Technology
Sensor-assisted method for on-line flank wear estimation in turning processes
Sagar V. Kamarthi, Soundar R.T. Kumara, Paul H. Cohen, 1997, In:
Boundary defect recognition using neural networks
T. Kim, S. R.T. Kumara, Sep 1997, In: International Journal of Production Research
Distributed Intelligent Agents for Logistics (DIAL)
Miranda L. Moore, R. Bryan Reyns, Soundar R.T. Kumara, John R. Hummel, 1997, In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
Intelligent computing methods for manufacturing systems
R. Teti, S. R.T. Kumara, Jan 1 1997, In: CIRP Annals - Manufacturing Technology
1996
FMS modeling using Timed Extended Moore Machine Network
Alexandre M. Daltrini, Soundar Rajan Tirupatikumara, 1996, In: Proceedings of the Japan/USA Symposium on Flexible Automation
A probabilistic model for the fault tolerance of multilayer perceptrons
N. S. Merchawi, Soundar R.T. Kumara, Chita R. Das, 1996, In: IEEE Transactions on Neural Networks
An architecture for logistics replanning
Miranda L. Moore, Soundar R.T. Kumara, R. F. Richbourg, 1996, In: Expert Systems With Applications
Theory of chaos based techniques for process monitoring
Soundar Rajan Tirupatikumara, Satish T.S. Bukkapatnam, Akhlesh Lakhtakia, Dec 1 1996, In:
1995
Analysis of sensor signals shows turning on a lathe exhibits low-dimensional chaos
Satishmohan T.S. Bukkapatnam, Akhlesh Lakhtakia, Soundar R.T. Kumara, 1995, In: Physical Review E
Characterization of nonlinearity of cutting tool vibrations and chatter
Satish T.S. Bukkapatnam, Akhlesh Lakhtakia, Soundar R.T. Kumara, Goutam Satapathy, 1995, In:
Dependence of computed trajectory on step-size in a nonlinear dynamic system
Satishmohan T. Bukkapatnam, Soundar R.T. Kumara, Akhlesh Lakhtakia, Aug 1995, In: IIE Transactions (Institute of Industrial Engineers)
The concept of chaos theory based optimal cutting tool chatter control
Satish T. Bukkapatnam, Akhlesh Lakhtakia, Soundar Rajan Tirupatikumara, Dec 1 1995, In: Proceedings of SPIE - The International Society for Optical Engineering
Wavelet representation of Acoustic Emission in turning process
Sagar V. Kamarthi, Soundar Rajan Tirupatikumara, Paul H. Cohen, Dec 1 1995, In:
CAD-based computer vision for 3-D object recognition
Ching Yao Kao, Soundar R.T. Kumara, Octavia I. Camps, Rangachar Kasturi, Dec 1 1995, In:
Extraction of 3D Object Features from CAD Boundary Representation Using the Super Relation Graph Method
Ching Yao Kao, Soundar R.T. Kumara, Rangachar Kasturi, Dec 1995, In: IEEE Transactions on Pattern Analysis and Machine Intelligence
Automated visual inspection and classification using neural networks
Taioun Kim, Soundar R.T. Kumara, 1995, In:
Distributed Information Retrieval and Integration through a Centralized Agent-base System
Soundar Kumara, Nina Berry, Goutam Satapathy, Octavia Camps, Brian Sheldon, Tim Thomas, 1995, In:
Intelligent Integrated Diagnostics
Soundar R.T. Kumara, Jinwhan Lee, 1995, In: CIRP Annals - Manufacturing Technology
Scheme integrating neural networks for real-time robotic collision detection
Heng Ma, David J. Cannon, Soundar R.T. Kumara, 1995, In: Proceedings - IEEE International Conference on Robotics and Automation
A Skeleton and Neural Network-Based Approach for Identifying Cosmetic Surface Flaws
Collin Wang, David J. Cannon, Soundar R.T. Kumara, Guowen Lu, Sep 1995, In: IEEE Transactions on Neural Networks
1994
Fractal estimation of flank wear in turning using time-delay neural networks
Satish T.S. Bukkapatnam, Soundar R.T. Kumara, Akhlesh Lakhtakia, Dec 1 1994, In:
Automated operation standard sheet generator for shearing operations
Tai Oun Kim, Soundar Rajan Tirupatikumara, Yu To Chen, Edward F. Watson, Mar 1 1994, In: International Journal of Industrial Engineering : Theory Applications and Practice
Sensor Based Monitoring for Real-Time Quality Control in Manufacturing
Soundar R.T. Kumara, Sagar V. Kamarthi, Satishmohan Bukkapatnam, Jinwhan Lee, 1994, In:
Neural network driven fuzzy inference system
R. J. Kuo, P. H. Cohen, S. R.T. Kumara, 1994, In:
A scheme for mechanical assembly design and assembly line layout conceptualization
Young Q. Lee, Soundar R.T. Kumara, Sep 1994, In: Computers and Industrial Engineering
StructNet
John I. Messner, Victor E. Sanvido, Soundar R.T. Kumara, Mar 1994, In: Computer‐Aided Civil and Infrastructure Engineering
StructNet
John Messner, Victor E. Sanvido, Soundar Rajan Tirupatikumara, 1994, In: Microcomputers in Civil Engineering
3-D Interacting Manufacturing Feature Recognition
Soundar Rajan Tirupatikumara, Ching Yao Kao, Michael G. Gallagher, Rangachar Kasturi, Jan 1 1994, In: CIRP Annals - Manufacturing Technology
Generating logical expressions from positive and negative examples via a branch-and-bound approach
Evangelos Triantaphyllou, Allen L. Soyster, Soundar R.T. Kumara, Feb 1994, In: Computers and Operations Research
1993
Design of grinding process via inversion of neural nets
Yu To Chen, Soundar R.T. Kumara, 1993, In:
3-D manufacturing feature recognition using super relation graph method
Ching Yao Kao, Soundar R.T. Kumara, 1993, In: Proceedings of the Industrial Engineering Research Conference
Visual defectives inspection and classification using a multi-layer perceptron
Tai Oun Kim, Soundar R.T. Kumara, Rangachar Kasturi, Dec 1 1993, In:
Fast convergence of error backpropagation algorithm through fuzzy modeling
R. J. Kuo, Y. T. Chen, P. H. Cohen, S. R.T. Kumara, 1993, In:
Performance of multilayer neural networks in binary-to-binary mappings under weight errors
Najwa Sara Orzechowski, Soundar Rajan Tirupatikumara, Chitaranjan Das, 1993, In: 1993 IEEE International Conference on Neural Networks
Adaptive neural network control schemes for unknown nonlinear dynamic systems
Dongmok Sheen, Soundar R.T. Kumara, 1993, In:
1992
ADVISOR-An expert system for the selection of courses
Sagar V. Kamarthi, Alirio Al Valbuena, Michel Velou, Soundar Kumara, Emory Enscore, 1992, In: Expert Systems With Applications
Neuroform—neural network system for vertical formwork selection
Sagar V. Kamarthi, Victor E. Sanvido, Soundar R.T. Kumara, Apr 1992, In: Journal of Computing in Civil Engineering
Application of Adaptive Resonance Networks for Conceptual Design
Soundar R.T. Kumara, Sagar V. Kamarthi, 1992, In: CIRP Annals - Manufacturing Technology
Intelligent computer integrated
Soundar R.T. Kumara, Inyong Ham, Setsuo Ohsuga, Constantinous Tsatsoulis, R. Ramesh, Victor Frost, R. L. Kashyap, 1992, In: Applied Artificial Intelligence
A Group Technology Based Classification and Coding System for Reinforced Concrete Structures
Joseph F. Sacchetti, Victor E. Sanvido, Soundar R.T. Kumara, Jul 1992, In: Computer‐Aided Civil and Infrastructure Engineering
Framework of an intelligent grinding process advisor
Yung C. Shin, Yu To Chen, Soundar Kumara, Jun 1992, In: Journal of Intelligent Manufacturing
1991
EMM-networking model for FMS modeling, simulation and control
N. Duan, S. R.T. Kumara, D. J. Medeiros, Jan 1 1991, In: Proceedings of the 2nd Annual Conference on AI, Simulation and Planning in High Autonomy Systems
Function-to-structure transformation in conceptual design
Soundar R.T. Kumara, Sagar V. Kamarthi, Oct 1991, In: Journal of Intelligent Manufacturing
A decision support system for real‐time monitoring and control of dynamical processes
Steven R. Nann, Asok Ray, Soundar Kumara, Dec 1991, In: International Journal of Intelligent Systems
1990
Neural networks and their applications in component design data retrieval
Sagar V. Kamarthi, Soundar Rajan Tirupatikumara, Francis T.S. Yu, Inyong Ham, Jun 1 1990, In: Journal of Intelligent Manufacturing
Machining condition monitoring for automation using neural networks
Elanayar V.T. Sunil, Yung C. Shin, Soundar Kumara, 1990, In:
Use of Associative Memory and Self-Organization in Conceptual Design
Soundar Rajan Tirupatikumara, Inyong Ham, Jan 1 1990, In: CIRP Annals - Manufacturing Technology
1989
A knowledge-based system for course scheduling
Udaya Gunasena, Soundar R.T. Kumara, Allen L. Soyster, 1989, In: Applied Artificial Intelligence
Causal Reasoning and Data Abstraction in Component Design
Soundar Kumara, Inyong Ham, M. Al-Hamando, Ken Goodnow, 1989, In: CIRP Annals - Manufacturing Technology
Decision support system for real-time control and monitoring of dynamical processes
Steven R. Nann, Asok Ray, Soundar Kumara, Dec 1 1989, In:
A top-down approach to integrating the building process
Victor E. Sanvido, Soundar Kumara, Inyong Ham, Mar 1989, In: Engineering with Computers
1988
Application of expert systems and pattern recognition methodologies to facilities layout planning
Soundar R.T. Kumara, R. L. Kashyap, C. L. Moodie, May 1988, In: International Journal of Production Research
Database considerations in manufacturing systems integration
Soundar Kumara, Inyong Ham, 1988, In: Robotics and Computer Integrated Manufacturing
HIERARCHICALLY STRUCTURED KNOWLEDGE-BASED SYSTEM FOR WELDING AUTOMATION AND CONTROL.
D. R. Thompson, A. Ray, S. Kumara, Jan 1 1988, In: Journal of engineering for industry
1987
Expert System for industrial facilities layout planning and analysis
Soundar R.T. Kumara, R. L. Kashyap, C. L. Moodie, 1987, In: Computers and Industrial Engineering
1986
Expert systems in industrial engineering
S. R. Kumara, Anjay Joshi, R. L. Kashyapg, C. L. Moodie, T. C. Chang, 1986, In: International Journal of Production Research
KNOWLEDGE-BASED SYSTEM FOR CONTINUOUS SEAM WELDING IN THE AUTONOMOUS MANUFACTURING ENVIRONMENT.
D. R. Thompson, A. Ray, S. Kumara, Dec 1 1986, In:
INTRODUCTION TO ARTIFICIAL INTELLIGENCE.
Soundar Rajan Tirupatikumara, Allen L. Soyster, R. L. Kashyap, Dec 1 1986, In: Industrial Engineering
SYNTACTIC PATTERN RECOGNITION
Soundar Rajan Tirupatikumara, R. L. Kashyap, C. L. Moodie, Dec 1 1986, In:
1985
KNOWLEDGE REPRESENTATION IN EXPERT SYSTEMS VIA ENTITY-RELATIONSHIPS AND ITS APPLICATION.
S. R.T. Kumara, R. L. Kashyap, 1985, In: