Soundar R. T. Kumara

According to our database, Soundar R. T. Kumara authored at least 90 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hierarchical energy signatures using machine learning for operational visibility and diagnostics in automotive manufacturing.

Ankur Verma, Seog-Chan Oh, Jorge Arinez, Soundar R. T. Kumara

CoRR, 2024

2023

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

IEEE Access, 2023

2022

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

J. Comput. Inf. Sci. Eng., February, 2022

Spatiotemporal Monitoring of Melt-Pool Variations in Metal-Based Additive Manufacturing.

Hui Yang, Siqi Zhang, Yan Lu, Paul Witherell, Soundar R. T. Kumara

IEEE Robotics Autom. Lett., 2022

2021

AIDCOV: An Interpretable Artificial Intelligence Model for Detection of COVID-19 from Chest Radiography Images.

Maryam Zokaeinikoo, Pooyan Kazemian, Prasenjit Mitra, Soundar R. T. Kumara

ACM Trans. Manag. Inf. Syst., 2021

Gaining Insights Into Patient Satisfaction Through Interpretable Machine Learning.

Ning Liu, Soundar R. T. Kumara, Eric Reich

IEEE J. Biomed. Health Informatics, 2021

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 R. T. Kumara, Hui Yang

IEEE Robotics Autom. Lett., 2021

Six-Sigma Quality Management of Additive Manufacturing.

Hui Yang, Prahalad K. Rao, Timothy W. Simpson, Yan Lu, Paul Witherell, Abdalla R. Nassar, Edward W. Reutzel, Soundar R. T. Kumara

Proc. IEEE, 2021

2020

Semi-Supervised Learning Algorithm for Identifying High-Priority Drug-Drug Interactions Through Adverse Event Reports.

Ning Liu, Cheng-Bang Chen, Soundar R. T. Kumara

IEEE J. Biomed. Health Informatics, 2020

SuperOrder: Provider order recommendation system for outpatient clinics.

Yi-Shan Sung, Ronald W. Dravenstott, Jonathan D. Darer, Priyantha D. Devapriya, Soundar R. T. Kumara

Health Informatics J., 2020

2019

The internet of things for smart manufacturing: A review.

Hui Yang, Soundar R. T. Kumara, Satish T. S. Bukkapatnam, Fugee Tsung

IISE Trans., 2019

2018

An Unsupervised Machine Learning Approach to Assessing Designer Performance During Physical Prototyping.

Matthew L. Dering, Conrad S. Tucker, Soundar R. T. Kumara

J. Comput. Inf. Sci. Eng., 2018

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

Yi-Shan Sung, Dashun Wang, Soundar R. T. Kumara

Inf. Syst. Frontiers, 2018

2017

How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information.

Suppawong Tuarob, Conrad S. Tucker, Soundar R. T. Kumara, C. Lee Giles, Aaron L. Pincus, David E. Conroy, Nilam Ram

J. Biomed. Informatics, 2017

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

Sung Hoon Lim, Conrad S. Tucker, Soundar R. T. Kumara

J. Biomed. Informatics, 2017

Explainable data-driven modeling of patient satisfaction survey data.

Ning Liu, Soundar R. T. Kumara, Eric Reich

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

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

Hui Yang, Kaizhi Tang, Xiong Liu, Lemin Xiao, Roger Xu, Soundar R. T. Kumara

Int. J. Bioinform. Res. Appl., 2016

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

Dazhong Wu, Connor Jennings, Janis P. Terpenny, Soundar R. T. Kumara

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

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

Nilgün Fescioglu-Ünver, Sung Hee Choi, Dongmok Sheen, Soundar R. T. Kumara

Inf. Syst. Frontiers, 2015

Integrating data analytics and simulation methods to support manufacturing decision making.

Deogratias Kibira, Qais Hatim, Soundar R. T. Kumara, Guodong Shao

Proceedings of the 2015 Winter Simulation Conference, 2015

An ADMM Algorithm for Clustering Partially Observed Networks.

Necdet Serhat Aybat, Sahar Zarmehri, Soundar R. T. Kumara

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014

Network mining: Applications to business data.

Fatih Çavdur, Soundar R. T. Kumara

Inf. Syst. Frontiers, 2014

A network view of business systems.

Fatih Çavdur, Soundar R. T. Kumara

Inf. Syst. Frontiers, 2014

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

Changsoo Ok, Seokcheon Lee, Soundar R. T. Kumara

Inf. Sci., 2014

A Game-Theoretic Approach to Graph Clustering.

Supreet Reddy Mandala, Soundar R. T. Kumara, Kalyan Chatterjee

INFORMS J. Comput., 2014

2013

Clustering social networks using ant colony optimization.

Supreet Reddy Mandala, Soundar R. T. Kumara, Calyampudi Radhakrishna Rao, Réka Albert

Oper. Res., 2013

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

Maja Vukovic, Rajarshi Das, Soundar R. T. Kumara

Int. J. Commun. Networks Distributed Syst., 2013

Information modeling to incorporate sustainability into production plans.

Qais Y. AlKhazraji, Christopher Saldana, Tang Donghuan, Soundar R. T. Kumara

Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

A user centered approach to developing information visualization module for NEIMiner.

Hui Yang, Soundar R. T. Kumara, Kaizhi Tang, Xiong Liu, Lemin Xiao, Roger Xu

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Investigating nanomaterial toxicity bibliography: A network analysis approach.

Hui Yang, Soundar R. T. Kumara, Kaizhi Tang, Xiong Liu, Zheng Chen, Roger Xu

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012

Modular Product Design Using Cyberinfrastructure for Global Manufacturing.

John Jung-Woon Yoo, Soundar R. T. Kumara, Timothy W. Simpson

J. Comput. Inf. Sci. Eng., 2012

2011

An agent based model for evacuation traffic management.

Manini Madireddy, Deborah J. Medeiros, Soundar R. T. Kumara

Proceedings of the Winter Simulation Conference 2011, 2011

Second international workshop on ubiquitous crowdsourcing: towards a platform for crowd computing.

Maja Vukovic, Soundar R. T. Kumara

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2010

Distributed routing in wireless sensor networks using energy welfare metric.

Changsoo Ok, Seokcheon Lee, Prasenjit Mitra, Soundar R. T. Kumara

Inf. Sci., 2010

A methodology for knowledge discovery to support product family design.

Seung Ki Moon, Timothy W. Simpson, Soundar R. T. Kumara

Ann. Oper. Res., 2010

Ubiquitous crowdsourcing.

Maja Vukovic, Soundar R. T. Kumara, Ohad Greenshpan

Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

2009

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

Seung Ki Moon, Timothy W. Simpson, Soundar R. T. Kumara

J. Intell. Manuf., 2009

Distributed energy balanced routing for wireless sensor networks.

Changsoo Ok, Seokcheon Lee, Prasenjit Mitra, Soundar R. T. Kumara

Comput. Ind. Eng., 2009

Large-Scale Network Decomposition and Mathematical Programming Based Web Service Composition.

Li Ying Cui, Soundar R. T. Kumara, John Jung-Woon Yoo, Fatih Çavdur

Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Comparison of mitigation strategies for supplier risks: A multi agent-based simulation approach.

Satama Sirivunnabood, Soundar R. T. Kumara

Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009

Conceptual foundations of energy aware manufacturing.

Soundar R. T. Kumara

Proceedings of the 9th Workshop on Performance Metrics for Intelligent Systems, 2009

2008

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

Seog-Chan Oh, Dongwon Lee, Soundar R. T. Kumara

IEEE Trans. Serv. Comput., 2008

A Dynamic Multiagent System Based on a Negotiation Mechanism for Product Family Design.

Jaeil Park, Timothy W. Simpson, Seung Ki Moon, Soundar R. T. Kumara

IEEE Trans Autom. Sci. Eng., 2008

Market-Based Model Predictive Control for Large-Scale Information Networks: Completion Time and Value of Solution.

Seokcheon Lee, Soundar R. T. Kumara, Natarajan Gautam

IEEE Trans Autom. Sci. Eng., 2008

Engineering Complex, Information-Based, Networked Industrial Systems: A Research Roadmap.

Albert T. Jones, Abhijit Deshmukh, Soundar R. T. Kumara, Man-Sze Li

J. Comput. Inf. Sci. Eng., 2008

Resource-Sharing Queueing Systems with Fluid-Flow Traffic.

Sai Rajesh Mahabhashyam, Natarajan Gautam, Soundar R. T. Kumara

Oper. Res., 2008

A Web Service Composition Framework Using Integer Programming with Non-functional Objectives and Constraints.

John Jung-Woon Yoo, Soundar R. T. Kumara, Dongwon Lee, Seog-Chan Oh

Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008

2007

Web Service Planner (WSPR): An Effective and Scalable Web Service Composition Algorithm.

Seog-Chan Oh, Dongwon Lee, Soundar R. T. Kumara

Int. J. Web Serv. Res., 2007

Decentralised topology control algorithms for connectivity of distributed wireless sensor networks.

Usha Nandini Raghavan, Soundar R. T. Kumara

Int. J. Sens. Networks, 2007

Efficient scheduling algorithm for component-based networks.

Seokcheon Lee, Soundar R. T. Kumara, Natarajan Gautam

Future Gener. Comput. Syst., 2007

Semantic Web-Service Discovery and Composition Using Flexible Parameter Matching.

Seog-Chan Oh, John Jung-Woon Yoo, Hyunyoung Kil, Dongwon Lee, Soundar R. T. Kumara

Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007

Maximum Energy Welfare Routing in Wireless Sensor Networks.

Changsoo Ok, Prasenjit Mitra, Seokcheon Lee, Soundar R. T. Kumara

Proceedings of the NETWORKING 2007. Ad Hoc and Sensor Networks, 2007

Optimal Transmission Power in Self-sustainable Sensor Networks for Pipeline Monitoring.

Changsoo Ok, Hari Prasad Thadakamalla, Usha Nandini Raghavan, Soundar R. T. Kumara, Sang-Gook Kim, Xiang Zhang, Satish T. S. Bukkapatnam

Proceedings of the IEEE Conference on Automation Science and Engineering, 2007

Distributed Energy-Adaptive Routing for Wireless Sensor Networks.

Changsoo Ok, Prasenjit Mitra, Seokcheon Lee, Soundar R. T. Kumara

Proceedings of the IEEE Conference on Automation Science and Engineering, 2007

Multiagent-Based Dynamic Deployment Planning in RTLS-Enabled Automotive Shipment Yard.

Jindae Kim, Changsoo Ok, Soundar R. T. Kumara, Shang-Tae Yee

Proceedings of the Advances in Artificial Intelligence, 2007

2006

A comparative illustration of AI planning-based web services composition.

Seog-Chan Oh, Dongwon Lee, Soundar R. T. Kumara

SIGecom Exch., 2006

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

J. Comput. Inf. Sci. Eng., 2006

Geometric Task Decomposition in a Multi-Agent Environment.

Kaivan Kamali, Dan Ventura, Amulya Garga, Soundar R. T. Kumara

Appl. Artif. Intell., 2006

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

Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

Agent Based Manufacturing.

Laszlo Monostori, József Váncza, Soundar R. T. Kumara

Proceedings of the Information Technology For Balanced Manufacturing Systems, 2006

WSBen: A Web Services Discovery and Composition Benchmark.

Seog-Chan Oh, Hyunyoung Kil, Dongwon Lee, Soundar R. T. Kumara

Proceedings of the 2006 IEEE International Conference on Web Services (ICWS 2006), 2006

Collaborative Self-Organization by Devices Providing Document Services - A Multi-Agent Perspective.

Nathan Gnanasambandam, Naveen Sharma, Soundar R. T. Kumara, Hua Liu

Proceedings of the 3rd International Conference on Autonomic Computing, 2006

2005

Stochastic fluid flow models for determining optimal switching thresholds.

Vineet Aggarwal, Natarajan Gautam, Soundar R. T. Kumara, Mark Greaves

Perform. Evaluation, 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

Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Designing a Network Infrastructure for Survivability of Multi-Agent Systems.

A. Surana, Natarajan Gautam, Soundar R. T. Kumara, Mark Greaves

Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2005

Knowledge representation for product design using Techspecs Concept Ontology.

Seung Ki Moon, Soundar R. T. Kumara, Timothy W. Simpson

Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

Cooperation in a multi-stage game for modeling distributed task delegation in a supply chain procurement problem.

Kaizhi Tang, Soundar R. T. Kumara

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2005

Estimating global stress environment by observing local behavior in distributed multiagent systems.

Seokcheon Lee, Soundar R. T. Kumara

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2005

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 D. Tew

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2005

An autonomous performance control framework for Distributed Multi-Agent Systems: a queueing theory based approach.

Nathan Gnanasambandam, Seokcheon Lee, Soundar R. T. Kumara

Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004

Survivability of Multiagent-Based Supply Networks: A Topological Perspective.

Hari Prasad Thadakamalla, Usha Nandini Raghavan, Soundar R. T. Kumara, Réka Albert

IEEE Intell. Syst., 2004

2003

Multiagent based dynamic resource scheduling for distributed multiple projects using a market mechanism.

Yong-Han Lee, Soundar R. T. Kumara, Kalyan Chatterjee

J. Intell. Manuf., 2003

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

Signal Process., 2002

Simulation applications in the automotive industry: simulation anywhere any time: web-based simulation implementation for evaluating order-to-delivery systems and processes.

Soundar R. T. Kumara, Yong-Han Lee, Kaizhi Tang, Chad Dodd, Jeffrey D. Tew, Shang-Tae Yee

Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

2001

Evaluating the design and development of Reagere.

Nina M. Berry, Soundar R. T. Kumara

Integr. Comput. Aided Eng., 2001

A Distributed Multi-agent Model for Value Nets.

Chad Dodd, Soundar R. T. Kumara

Proceedings of the Engineering of Intelligent Systems, 2001

1999

Manufacturing in the Digital Age: Exploiting Information Technologies for Product Realization.

Anantaram Balakrishnan, Soundar R. T. Kumara, Shankar Sundaresan

Inf. Syst. Frontiers, 1999

1996

A probabilistic model for the fault tolerance of multilayer perceptrons.

Najwa Sara Merchawi, Soundar R. T. Kumara, Chita R. Das

IEEE Trans. Neural Networks, 1996

1995

A skeleton and neural network-based approach for identifying cosmetic surface flaws.

Collin Wang, David J. Cannon, Soundar R. T. Kumara, Guowen Lu

IEEE Trans. Neural Networks, 1995

Extraction of 3D Object Features from CAD Boundary Representation Using the Super Relation Graph Method.

Ching-Yao Kao, Soundar R. T. Kumara, Rangachar Kasturi

IEEE Trans. Pattern Anal. Mach. Intell., 1995

A Scheme Integrating Neural Networks for Real-Time Robotic Collision Detection.

Heng Ma, David J. Cannon, Soundar R. T. Kumara

Proceedings of the 1995 International Conference on Robotics and Automation, 1995

1994

Generating logical expressions from positive and negative examples via a branch-and-bound approach.

Evangelos Triantaphyllou, Allen L. Soyster, Soundar R. T. Kumara

Comput. Oper. Res., 1994

1993

Performance of multilayer neural networks in binary-to-binary mappings under weight errors.

Najwa Sara Orzechowsk, Soundar R. T. Kumara, Chita R. Das

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992

Framework of an intelligent grinding process advisor.

Yung C. Shin, Yu-To Chen, Soundar R. T. Kumara

J. Intell. Manuf., 1992

Artificial Intelligence in Manufacturing: Preface.

Soundar R. T. Kumara, Setsuo Ohsuga, Inyong Ham

Appl. Artif. Intell., 1992

Intelligent computer integrated manufacturing (I-CIM): Research perspectives.

Soundar R. T. Kumara, Inyong Ham, Setsuo Ohsuga, Costas Tsatsoulis, R. Ramesh, Victor Frost, Rangasami L. Kashyap

Appl. Artif. Intell., 1992

1991

Function-to-structure transformation in conceptual design: An associative memory-based paradigm.

Soundar R. T. Kumara, Sagar V. Kamarthi

J. Intell. Manuf., 1991

A decision support system for real-time monitoring and control of dynamical processes.

Steven R. Nann, Asok Ray, Soundar R. T. Kumara

Int. J. Intell. Syst., 1991

1990

Neural networks and their applications in component design data retrieval.

Sagar V. Kamarthi, Soundar R. T. Kumara, Francis T. S. Yu, Inyong Ham

J. Intell. Manuf., 1990

1989

A knowledge-based system for course scheduling.

Udaya Gunasena, Soundar R. T. Kumara, Allen L. Soyster

Appl. Artif. Intell., 1989