Soundar R. T. Kumara

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 18

Top Topics

Predictive Analytics

Quality Management

Top Venues

Inf. Syst. Frontiers

IEEE Robotics Autom. Lett.

IEEE J. Biomed. Health Informatics

J. Comput. Inf. Sci. Eng.

Publications

Ankur Verma, Seog-Chan Oh, Jorge Arinez, Soundar R. T. Kumara
Hierarchical energy signatures using machine learning for operational visibility and diagnostics in automotive manufacturing. CoRR (2024)
Byeong-Min Roh, Timothy W. Simpson, Hui Yang, Soundar R. T. Kumara, Paul Witherell, Albert T. Jones
Ensuring Quality in Metal Additive Manufacturing Through a V-Model Framework. IEEE Access 11 (2023)
Hui Yang, Siqi Zhang, Yan Lu, Paul Witherell, Soundar R. T. Kumara
Spatiotemporal Monitoring of Melt-Pool Variations in Metal-Based Additive Manufacturing. IEEE Robotics Autom. Lett. 7 (3) (2022)
Byeong-Min Roh, Soundar R. T. Kumara, Hui Yang, Timothy W. Simpson, Paul Witherell, Albert T. Jones, Yan Lu
Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing. J. Comput. Inf. Sci. Eng. 22 (1) (2022)
Hui Yang, Prahalad K. Rao, Timothy W. Simpson, Yan Lu, Paul Witherell, Abdalla R. Nassar, Edward W. Reutzel, Soundar R. T. Kumara
Six-Sigma Quality Management of Additive Manufacturing. Proc. IEEE 109 (4) (2021)
Maryam Zokaeinikoo, Pooyan Kazemian, Prasenjit Mitra, Soundar R. T. Kumara
AIDCOV: An Interpretable Artificial Intelligence Model for Detection of COVID-19 from Chest Radiography Images. ACM Trans. Manag. Inf. Syst. 12 (4) (2021)
Ning Liu, Soundar R. T. Kumara, Eric Reich
Gaining Insights Into Patient Satisfaction Through Interpretable Machine Learning. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Ruimin Chen, Yan Lu, Paul Witherell, Timothy W. Simpson, Soundar R. T. Kumara, Hui Yang
Ontology-Driven Learning of Bayesian Network for Causal Inference and Quality Assurance in Additive Manufacturing. IEEE Robotics Autom. Lett. 6 (3) (2021)
Ning Liu, Cheng-Bang Chen, Soundar R. T. Kumara
Semi-Supervised Learning Algorithm for Identifying High-Priority Drug-Drug Interactions Through Adverse Event Reports. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Yi-Shan Sung, Ronald W. Dravenstott, Jonathan D. Darer, Priyantha D. Devapriya, Soundar R. T. Kumara
SuperOrder: Provider order recommendation system for outpatient clinics. Health Informatics J. 26 (2) (2020)
Hui Yang, Soundar R. T. Kumara, Satish T. S. Bukkapatnam, Fugee Tsung
The internet of things for smart manufacturing: A review. IISE Trans. 51 (11) (2019)
Matthew L. Dering, Conrad S. Tucker, Soundar R. T. Kumara
An Unsupervised Machine Learning Approach to Assessing Designer Performance During Physical Prototyping. J. Comput. Inf. Sci. Eng. 18 (1) (2018)
Yi-Shan Sung, Dashun Wang, Soundar R. T. Kumara
Uncovering the effect of dominant attributes on community topology: A case of facebook networks. Inf. Syst. Frontiers 20 (5) (2018)
Sung Hoon Lim, Conrad S. Tucker, Soundar R. T. Kumara
An unsupervised machine learning model for discovering latent infectious diseases using social media data. J. Biomed. Informatics 66 (2017)
Suppawong Tuarob, Conrad S. Tucker, Soundar R. T. Kumara, C. Lee Giles, Aaron L. Pincus, David E. Conroy, Nilam Ram
How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information. J. Biomed. Informatics 68 (2017)
Ning Liu, Soundar R. T. Kumara, Eric Reich
Explainable data-driven modeling of patient satisfaction survey data. IEEE BigData (2017)
Dazhong Wu, Connor Jennings, Janis P. Terpenny, Soundar R. T. Kumara
Cloud-based machine learning for predictive analytics: Tool wear prediction in milling. IEEE BigData (2016)
Hui Yang, Kaizhi Tang, Xiong Liu, Lemin Xiao, Roger Xu, Soundar R. T. Kumara
A user-centred approach to information visualisation in nano-health. Int. J. Bioinform. Res. Appl. 12 (2) (2016)
Deogratias Kibira, Qais Hatim, Soundar R. T. Kumara, Guodong Shao
Integrating data analytics and simulation methods to support manufacturing decision making. WSC (2015)
Nilgün Fescioglu-Ünver, Sung Hee Choi, Dongmok Sheen, Soundar R. T. Kumara
RFID in production and service systems: Technology, applications and issues. Inf. Syst. Frontiers 17 (6) (2015)
Necdet Serhat Aybat, Sahar Zarmehri, Soundar R. T. Kumara
An ADMM Algorithm for Clustering Partially Observed Networks. SDM (2015)
Supreet Reddy Mandala, Soundar R. T. Kumara, Kalyan Chatterjee
A Game-Theoretic Approach to Graph Clustering. INFORMS J. Comput. 26 (3) (2014)
Changsoo Ok, Seokcheon Lee, Soundar R. T. Kumara
Group preference modeling for intelligent shared environments: Social welfare beyond the sum. Inf. Sci. 278 (2014)
Fatih Çavdur, Soundar R. T. Kumara
Network mining: Applications to business data. Inf. Syst. Frontiers 16 (3) (2014)
Fatih Çavdur, Soundar R. T. Kumara
A network view of business systems. Inf. Syst. Frontiers 16 (1) (2014)
Maja Vukovic, Rajarshi Das, Soundar R. T. Kumara
From sensing to controlling: the state of the art in ubiquitous crowdsourcing. Int. J. Commun. Networks Distributed Syst. 11 (1) (2013)
Hui Yang, Soundar R. T. Kumara, Kaizhi Tang, Xiong Liu, Lemin Xiao, Roger Xu
A user centered approach to developing information visualization module for NEIMiner. BIBM (2013)
Hui Yang, Soundar R. T. Kumara, Kaizhi Tang, Xiong Liu, Zheng Chen, Roger Xu
Investigating nanomaterial toxicity bibliography: A network analysis approach. BIBM (2013)
Qais Y. AlKhazraji, Christopher Saldana, Tang Donghuan, Soundar R. T. Kumara
Information modeling to incorporate sustainability into production plans. CASE (2013)
Supreet Reddy Mandala, Soundar R. T. Kumara, Calyampudi Radhakrishna Rao, Réka Albert
Clustering social networks using ant colony optimization. Oper. Res. 13 (1) (2013)
John Jung-Woon Yoo, Soundar R. T. Kumara, Timothy W. Simpson
Modular Product Design Using Cyberinfrastructure for Global Manufacturing. J. Comput. Inf. Sci. Eng. 12 (3) (2012)
Manini Madireddy, Deborah J. Medeiros, Soundar R. T. Kumara
An agent based model for evacuation traffic management. WSC (2011)
Maja Vukovic, Soundar R. T. Kumara
Second international workshop on ubiquitous crowdsourcing: towards a platform for crowd computing. UbiComp (2011)
Maja Vukovic, Soundar R. T. Kumara, Ohad Greenshpan
Ubiquitous crowdsourcing. UbiComp (Adjunct Papers) (2010)
Seung Ki Moon, Timothy W. Simpson, Soundar R. T. Kumara
A methodology for knowledge discovery to support product family design. Ann. Oper. Res. 174 (1) (2010)
Changsoo Ok, Seokcheon Lee, Prasenjit Mitra, Soundar R. T. Kumara
Distributed routing in wireless sensor networks using energy welfare metric. Inf. Sci. 180 (9) (2010)
Li Ying Cui, Soundar R. T. Kumara, John Jung-Woon Yoo, Fatih Çavdur
Large-Scale Network Decomposition and Mathematical Programming Based Web Service Composition. CEC (2009)
Soundar R. T. Kumara
Conceptual foundations of energy aware manufacturing. PerMIS (2009)
Changsoo Ok, Seokcheon Lee, Prasenjit Mitra, Soundar R. T. Kumara
Distributed energy balanced routing for wireless sensor networks. Comput. Ind. Eng. 57 (1) (2009)
Satama Sirivunnabood, Soundar R. T. Kumara
Comparison of mitigation strategies for supplier risks: A multi agent-based simulation approach. SOLI (2009)
Seung Ki Moon, Timothy W. Simpson, Soundar R. T. Kumara
An agent-based recommender system for developing customized families of products. J. Intell. Manuf. 20 (6) (2009)
Jaeil Park, Timothy W. Simpson, Seung Ki Moon, Soundar R. T. Kumara
A Dynamic Multiagent System Based on a Negotiation Mechanism for Product Family Design. IEEE Trans Autom. Sci. Eng. 5 (2) (2008)
Sai Rajesh Mahabhashyam, Natarajan Gautam, Soundar R. T. Kumara
Resource-Sharing Queueing Systems with Fluid-Flow Traffic. Oper. Res. 56 (3) (2008)
Seog-Chan Oh, Dongwon Lee, Soundar R. T. Kumara
Effective Web Service Composition in Diverse and Large-Scale Service Networks. IEEE Trans. Serv. Comput. 1 (1) (2008)
Seokcheon Lee, Soundar R. T. Kumara, Natarajan Gautam
Market-Based Model Predictive Control for Large-Scale Information Networks: Completion Time and Value of Solution. IEEE Trans Autom. Sci. Eng. 5 (4) (2008)
John Jung-Woon Yoo, Soundar R. T. Kumara, Dongwon Lee, Seog-Chan Oh
A Web Service Composition Framework Using Integer Programming with Non-functional Objectives and Constraints. CEC/EEE (2008)
Albert T. Jones, Abhijit Deshmukh, Soundar R. T. Kumara, Man-Sze Li
Engineering Complex, Information-Based, Networked Industrial Systems: A Research Roadmap. J. Comput. Inf. Sci. Eng. 8 (1) (2008)
Seog-Chan Oh, John Jung-Woon Yoo, Hyunyoung Kil, Dongwon Lee, Soundar R. T. Kumara
Semantic Web-Service Discovery and Composition Using Flexible Parameter Matching. CEC/EEE (2007)
Seog-Chan Oh, Dongwon Lee, Soundar R. T. Kumara
Web Service Planner (WSPR): An Effective and Scalable Web Service Composition Algorithm. Int. J. Web Serv. Res. 4 (1) (2007)
Changsoo Ok, Hari Prasad Thadakamalla, Usha Nandini Raghavan, Soundar R. T. Kumara, Sang-Gook Kim, Xiang Zhang, Satish T. S. Bukkapatnam
Optimal Transmission Power in Self-sustainable Sensor Networks for Pipeline Monitoring. CASE (2007)
Seokcheon Lee, Soundar R. T. Kumara, Natarajan Gautam
Efficient scheduling algorithm for component-based networks. Future Gener. Comput. Syst. 23 (4) (2007)
Changsoo Ok, Prasenjit Mitra, Seokcheon Lee, Soundar R. T. Kumara
Distributed Energy-Adaptive Routing for Wireless Sensor Networks. CASE (2007)
Changsoo Ok, Prasenjit Mitra, Seokcheon Lee, Soundar R. T. Kumara
Maximum Energy Welfare Routing in Wireless Sensor Networks. Networking (2007)
Usha Nandini Raghavan, Soundar R. T. Kumara
Decentralised topology control algorithms for connectivity of distributed wireless sensor networks. Int. J. Sens. Networks 2 (3/4) (2007)
Jindae Kim, Changsoo Ok, Soundar R. T. Kumara, Shang-Tae Yee
Multiagent-Based Dynamic Deployment Planning in RTLS-Enabled Automotive Shipment Yard. Canadian Conference on AI (2007)
Jyotirmaya Nanda, Timothy W. Simpson, Soundar R. T. Kumara, Steven B. Shooter
A Methodology for Product Family Ontology Development Using Formal Concept Analysis and Web Ontology Language. J. Comput. Inf. Sci. Eng. 6 (2) (2006)
Laszlo Monostori, József Váncza, Soundar R. T. Kumara
Agent Based Manufacturing. BASYS (2006)
Seog-Chan Oh, Hyunyoung Kil, Dongwon Lee, Soundar R. T. Kumara
Algorithms for Web Services Discovery and Composition Based on Syntactic and Semantic Service Descriptions. CEC/EEE (2006)
Nathan Gnanasambandam, Naveen Sharma, Soundar R. T. Kumara, Hua Liu
Collaborative Self-Organization by Devices Providing Document Services - A Multi-Agent Perspective. ICAC (2006)
Kaivan Kamali, Dan Ventura, Amulya Garga, Soundar R. T. Kumara
Geometric Task Decomposition in a Multi-Agent Environment. Appl. Artif. Intell. 20 (5) (2006)
Seog-Chan Oh, Dongwon Lee, Soundar R. T. Kumara
A comparative illustration of AI planning-based web services composition. SIGecom Exch. 5 (5) (2006)
Seog-Chan Oh, Hyunyoung Kil, Dongwon Lee, Soundar R. T. Kumara
WSBen: A Web Services Discovery and Composition Benchmark. ICWS (2006)
Seung Ki Moon, Soundar R. T. Kumara, Timothy W. Simpson
Knowledge representation for product design using Techspecs Concept Ontology. IRI (2005)
Kaizhi Tang, Soundar R. T. Kumara
Cooperation in a multi-stage game for modeling distributed task delegation in a supply chain procurement problem. CASE (2005)
Seog-Chan Oh, Soundar R. T. Kumara, Shang-Tae Yee, Jeffrey D. Tew
A family of market-based shipment methodologies for delivery supply chain. WSC (2005)
Nathan Gnanasambandam, Seokcheon Lee, Soundar R. T. Kumara
An autonomous performance control framework for Distributed Multi-Agent Systems: a queueing theory based approach. AAMAS (2005)
Vineet Aggarwal, Natarajan Gautam, Soundar R. T. Kumara, Mark Greaves
Stochastic fluid flow models for determining optimal switching thresholds. Perform. Evaluation 59 (2005)
Seokcheon Lee, Soundar R. T. Kumara
Estimating global stress environment by observing local behavior in distributed multiagent systems. CASE (2005)
Jindae Kim, Soundar R. T. Kumara, Shang-Tae Yee, Jeffrey D. Tew
Dynamic shipment planning in an automobile shipment yard using real-time radio frequency identification (RFID) information. CASE (2005)
A. Surana, Natarajan Gautam, Soundar R. T. Kumara, Mark Greaves
Designing a Network Infrastructure for Survivability of Multi-Agent Systems. Parallel and Distributed Computing and Networks (2005)
Hari Prasad Thadakamalla, Usha Nandini Raghavan, Soundar R. T. Kumara, Réka Albert
Survivability of Multiagent-Based Supply Networks: A Topological Perspective. IEEE Intell. Syst. 19 (5) (2004)
Yong-Han Lee, Soundar R. T. Kumara, Kalyan Chatterjee
Multiagent based dynamic resource scheduling for distributed multiple projects using a market mechanism. J. Intell. Manuf. 14 (5) (2003)
Satish T. S. Bukkapatnam, Soundar R. T. Kumara, Akhlesh Lakhtakia, Parthasarathy Srinivasan
The neighborhood method and its coupling with the wavelet method for signal separation of chaotic signals. Signal Process. 82 (10) (2002)
Soundar R. T. Kumara, Yong-Han Lee, Kaizhi Tang, Chad Dodd, Jeffrey D. Tew, Shang-Tae Yee
Simulation applications in the automotive industry: simulation anywhere any time: web-based simulation implementation for evaluating order-to-delivery systems and processes. WSC (2002)
Nina M. Berry, Soundar R. T. Kumara
Evaluating the design and development of Reagere. Integr. Comput. Aided Eng. 8 (1) (2001)
Chad Dodd, Soundar R. T. Kumara
A Distributed Multi-agent Model for Value Nets. IEA/AIE (2001)
Anantaram Balakrishnan, Soundar R. T. Kumara, Shankar Sundaresan
Manufacturing in the Digital Age: Exploiting Information Technologies for Product Realization. Inf. Syst. Frontiers 1 (1) (1999)
Najwa Sara Merchawi, Soundar R. T. Kumara, Chita R. Das
A probabilistic model for the fault tolerance of multilayer perceptrons. IEEE Trans. Neural Networks 7 (1) (1996)
Ching-Yao Kao, Soundar R. T. Kumara, Rangachar Kasturi
Extraction of 3D Object Features from CAD Boundary Representation Using the Super Relation Graph Method. IEEE Trans. Pattern Anal. Mach. Intell. 17 (12) (1995)
Collin Wang, David J. Cannon, Soundar R. T. Kumara, Guowen Lu
A skeleton and neural network-based approach for identifying cosmetic surface flaws. IEEE Trans. Neural Networks 6 (5) (1995)
Heng Ma, David J. Cannon, Soundar R. T. Kumara
A Scheme Integrating Neural Networks for Real-Time Robotic Collision Detection. ICRA (1995)
Evangelos Triantaphyllou, Allen L. Soyster, Soundar R. T. Kumara
Generating logical expressions from positive and negative examples via a branch-and-bound approach. Comput. Oper. Res. 21 (2) (1994)
Najwa Sara Orzechowsk, Soundar R. T. Kumara, Chita R. Das
Performance of multilayer neural networks in binary-to-binary mappings under weight errors. ICNN (1993)
Soundar R. T. Kumara, Setsuo Ohsuga, Inyong Ham
Artificial Intelligence in Manufacturing: Preface. Appl. Artif. Intell. 6 (3) (1992)
Soundar R. T. Kumara, Inyong Ham, Setsuo Ohsuga, Costas Tsatsoulis, R. Ramesh, Victor Frost, Rangasami L. Kashyap
Intelligent computer integrated manufacturing (I-CIM): Research perspectives. Appl. Artif. Intell. 6 (4) (1992)
Yung C. Shin, Yu-To Chen, Soundar R. T. Kumara
Framework of an intelligent grinding process advisor. J. Intell. Manuf. 3 (3) (1992)
Soundar R. T. Kumara, Sagar V. Kamarthi
Function-to-structure transformation in conceptual design: An associative memory-based paradigm. J. Intell. Manuf. 2 (5) (1991)
Steven R. Nann, Asok Ray, Soundar R. T. Kumara
A decision support system for real-time monitoring and control of dynamical processes. Int. J. Intell. Syst. 6 (7) (1991)
Sagar V. Kamarthi, Soundar R. T. Kumara, Francis T. S. Yu, Inyong Ham
Neural networks and their applications in component design data retrieval. J. Intell. Manuf. 1 (2) (1990)
Udaya Gunasena, Soundar R. T. Kumara, Allen L. Soyster
A knowledge-based system for course scheduling. Appl. Artif. Intell. 3 (4) (1989)