A knowledge-based system for course scheduling. - Udaya Gunasena; Soundar R. T. Kumara; Allen L. Soyster (Appl. Artif. Intell., 1989)

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)

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)

Function-to-structure transformation in conceptual design: An associative memory-based paradigm. - Soundar R. T. Kumara; Sagar V. Kamarthi (J. Intell. Manuf., 1991)

Intelligent computer integrated manufacturing (I-CIM): Research perspectives. - Soundar R. T. Kumara; Inyong Ham; Setsuo Ohsuga; Costas Tsatsoulis; R. Ramesh 002; Victor Frost; Rangasami L. Kashyap (Appl. Artif. Intell., 1992)

Artificial Intelligence in Manufacturing: Preface. - Soundar R. T. Kumara; Setsuo Ohsuga; Inyong Ham (Appl. Artif. Intell., 1992)

Framework of an intelligent grinding process advisor. - Yung C. Shin; Yu-To Chen; Soundar R. T. Kumara (J. Intell. Manuf., 1992)

Performance of multilayer neural networks in binary-to-binary mappings under weight errors. - Najwa Sara Orzechowsk; Soundar R. T. Kumara; Chita R. Das (ICNN, 1993)

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)

A Scheme Integrating Neural Networks for Real-Time Robotic Collision Detection. - Heng Ma; David J. Cannon; Soundar R. T. Kumara (ICRA, 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 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)

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)

Manufacturing in the Digital Age: Exploiting Information Technologies for Product Realization. - Anantaram Balakrishnan; Soundar R. T. Kumara; Shankar Sundaresan (Inf. Syst. Frontiers, 1999)

A Distributed Multi-agent Model for Value Nets. - Chad Dodd; Soundar R. T. Kumara (IEA/AIE, 2001)

Evaluating the design and development of Reagere. - Nina M. Berry; Soundar R. T. Kumara (Integr. Comput. Aided Eng., 2001)

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 (WSC, 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)

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)

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)

An autonomous performance control framework for Distributed Multi-Agent Systems: a queueing theory based approach. - Nathan Gnanasambandam; Seokcheon Lee; Soundar R. T. Kumara (AAMAS, 2005)

Dynamic shipment planning in an automobile shipment yard using real-time radio frequency identification (RFID) information. - Jindae Kim 002; Soundar R. T. Kumara; Shang-Tae Yee; Jeffrey D. Tew (CASE, 2005)

Estimating global stress environment by observing local behavior in distributed multiagent systems. - Seokcheon Lee; Soundar R. T. Kumara (CASE, 2005)

Cooperation in a multi-stage game for modeling distributed task delegation in a supply chain procurement problem. - Kaizhi Tang; Soundar R. T. Kumara (CASE, 2005)

Knowledge representation for product design using Techspecs Concept Ontology. - Seung Ki Moon; Soundar R. T. Kumara; Timothy W. Simpson (IRI, 2005)

Designing a Network Infrastructure for Survivability of Multi-Agent Systems. - A. Surana; Natarajan Gautam; Soundar R. T. Kumara; Mark Greaves (Parallel and Distributed Computing and Networks, 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 (WSC, 2005)

Stochastic fluid flow models for determining optimal switching thresholds. - Vineet Aggarwal; Natarajan Gautam; Soundar R. T. Kumara; Mark Greaves (Perform. Evaluation, 2005)

Collaborative Self-Organization by Devices Providing Document Services - A Multi-Agent Perspective. - Nathan Gnanasambandam; Naveen Sharma; Soundar R. T. Kumara; Hua Liu 001 (ICAC, 2006)

WSBen: A Web Services Discovery and Composition Benchmark. - Seog-Chan Oh; Hyunyoung Kil; Dongwon Lee 001; Soundar R. T. Kumara (ICWS, 2006)

Agent Based Manufacturing. - Laszlo Monostori; József Váncza; Soundar R. T. Kumara (BASYS, 2006)

Algorithms for Web Services Discovery and Composition Based on Syntactic and Semantic Service Descriptions. - Seog-Chan Oh; Hyunyoung Kil; Dongwon Lee 001; Soundar R. T. Kumara (CEC/EEE, 2006)

Geometric Task Decomposition in a Multi-Agent Environment. - Kaivan Kamali; Dan Ventura; Amulya Garga; Soundar R. T. Kumara (Appl. Artif. Intell., 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)

A comparative illustration of AI planning-based web services composition. - Seog-Chan Oh; Dongwon Lee 001; Soundar R. T. Kumara (SIGecom Exch., 2006)

Multiagent-Based Dynamic Deployment Planning in RTLS-Enabled Automotive Shipment Yard. - Jindae Kim 002; Changsoo Ok; Soundar R. T. Kumara; Shang-Tae Yee (Canadian AI, 2007)

Distributed Energy-Adaptive Routing for Wireless Sensor Networks. - Changsoo Ok; Prasenjit Mitra; Seokcheon Lee; Soundar R. T. Kumara (CASE, 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 (CASE, 2007)

Maximum Energy Welfare Routing in Wireless Sensor Networks. - Changsoo Ok; Prasenjit Mitra; Seokcheon Lee; Soundar R. T. Kumara (Networking, 2007)

Semantic Web-Service Discovery and Composition Using Flexible Parameter Matching. - Seog-Chan Oh; John Jung-Woon Yoo; Hyunyoung Kil; Dongwon Lee 001; Soundar R. T. Kumara (CEC/EEE, 2007)

Efficient scheduling algorithm for component-based networks. - Seokcheon Lee; Soundar R. T. Kumara; Natarajan Gautam (Future Gener. Comput. Syst., 2007)

Decentralised topology control algorithms for connectivity of distributed wireless sensor networks. - Usha Nandini Raghavan; Soundar R. T. Kumara (Int. J. Sens. Networks, 2007)

Web Service Planner (WSPR): An Effective and Scalable Web Service Composition Algorithm. - Seog-Chan Oh; Dongwon Lee 001; Soundar R. T. Kumara (Int. J. Web Serv. Res., 2007)

A Web Service Composition Framework Using Integer Programming with Non-functional Objectives and Constraints. - John Jung-Woon Yoo; Soundar R. T. Kumara; Dongwon Lee 001; Seog-Chan Oh (CEC/EEE, 2008)

Resource-Sharing Queueing Systems with Fluid-Flow Traffic. - Sai Rajesh Mahabhashyam; Natarajan Gautam; Soundar R. T. Kumara (Oper. Res., 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)

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)

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)

Effective Web Service Composition in Diverse and Large-Scale Service Networks. - Seog-Chan Oh; Dongwon Lee 001; Soundar R. T. Kumara (IEEE Trans. Serv. Comput., 2008)

Conceptual foundations of energy aware manufacturing. - Soundar R. T. Kumara (PerMIS, 2009)

Comparison of mitigation strategies for supplier risks: A multi agent-based simulation approach. - Satama Sirivunnabood; Soundar R. T. Kumara (SOLI, 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 (CEC, 2009)

Distributed energy balanced routing for wireless sensor networks. - Changsoo Ok; Seokcheon Lee; Prasenjit Mitra; Soundar R. T. Kumara (Comput. Ind. Eng., 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)

Ubiquitous crowdsourcing. - Maja Vukovic; Soundar R. T. Kumara; Ohad Greenshpan (UbiComp (Adjunct Papers), 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)

Distributed routing in wireless sensor networks using energy welfare metric. - Changsoo Ok; Seokcheon Lee; Prasenjit Mitra; Soundar R. T. Kumara (Inf. Sci., 2010)

Second international workshop on ubiquitous crowdsourcing: towards a platform for crowd computing. - Maja Vukovic; Soundar R. T. Kumara (UbiComp, 2011)

An agent based model for evacuation traffic management. - Manini Madireddy; Deborah J. Medeiros; Soundar R. T. Kumara (WSC, 2011)

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)

Investigating nanomaterial toxicity bibliography: A network analysis approach. - Hui Yang 003; Soundar R. T. Kumara; Kaizhi Tang; Xiong Liu 001; Zheng Chen; Roger Xu (BIBM, 2013)

A user centered approach to developing information visualization module for NEIMiner. - Hui Yang 003; Soundar R. T. Kumara; Kaizhi Tang; Xiong Liu 001; Lemin Xiao; Roger Xu (BIBM, 2013)

Information modeling to incorporate sustainability into production plans. - Qais Y. AlKhazraji; Christopher Saldaña; Tang Donghuan; Soundar R. T. Kumara (CASE, 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)

Clustering social networks using ant colony optimization. - Supreet Reddy Mandala; Soundar R. T. Kumara; Calyampudi Radhakrishna Rao; Réka Albert (Oper. Res., 2013)

A Game-Theoretic Approach to Graph Clustering. - Supreet Reddy Mandala; Soundar R. T. Kumara; Kalyan Chatterjee (INFORMS J. Comput., 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 network view of business systems. - Fatih Çavdur; Soundar R. T. Kumara (Inf. Syst. Frontiers, 2014)

Network mining: Applications to business data. - Fatih Çavdur; Soundar R. T. Kumara (Inf. Syst. Frontiers, 2014)

An ADMM Algorithm for Clustering Partially Observed Networks. - Necdet Serhat Aybat; Sahar Zarmehri; Soundar R. T. Kumara (SDM, 2015)

Integrating data analytics and simulation methods to support manufacturing decision making. - Deogratias Kibira; Qais Hatim; Soundar R. T. Kumara; Guodong Shao (WSC, 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)

Cloud-based machine learning for predictive analytics: Tool wear prediction in milling. - Dazhong Wu; Connor Jennings; Janis P. Terpenny; Soundar R. T. Kumara (IEEE BigData, 2016)

A user-centred approach to information visualisation in nano-health. - Hui Yang 003; Kaizhi Tang; Xiong Liu 001; Lemin Xiao; Roger Xu; Soundar R. T. Kumara (Int. J. Bioinform. Res. Appl., 2016)

Explainable data-driven modeling of patient satisfaction survey data. - Ning Liu; Soundar R. T. Kumara; Eric Reich (IEEE BigData, 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)

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)

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)

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)

The internet of things for smart manufacturing: A review. - Hui Yang 003; Soundar R. T. Kumara; Satish T. S. Bukkapatnam; Fugee Tsung (IISE Trans., 2019)

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)

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)

Six-Sigma Quality Management of Additive Manufacturing. - Hui Yang 003; Prahalad K. Rao; Timothy W. Simpson; Yan Lu; Paul Witherell; Abdalla R. Nassar; Edward W. Reutzel; Soundar R. T. Kumara (Proc. IEEE, 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 003 (IEEE Robotics Autom. Lett., 2021)

Gaining Insights Into Patient Satisfaction Through Interpretable Machine Learning. - Ning Liu; Soundar R. T. Kumara; Eric Reich (IEEE J. Biomed. Health Informatics, 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)

Spatiotemporal Monitoring of Melt-Pool Variations in Metal-Based Additive Manufacturing. - Hui Yang 003; Siqi Zhang; Yan Lu; Paul Witherell; Soundar R. T. Kumara (IEEE Robotics Autom. Lett., 2022)

Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing. - Byeong-Min Roh; Soundar R. T. Kumara; Hui Yang 003; Timothy W. Simpson; Paul Witherell; Albert T. Jones; Yan Lu (J. Comput. Inf. Sci. Eng., 2022)

Ensuring Quality in Metal Additive Manufacturing Through a V-Model Framework. - Byeong-Min Roh; Timothy W. Simpson; Hui Yang 003; Soundar R. T. Kumara; Paul Witherell; Albert T. Jones (IEEE Access, 2023)

Hierarchical energy signatures using machine learning for operational visibility and diagnostics in automotive manufacturing. - Ankur Verma; Seog-Chan Oh; Jorge Arinez 001; Soundar R. T. Kumara (CoRR, 2024)

Exploiting the Digital Economy for Product Realization in Manufacturing. - Paul Witherell; Soundar R. T. Kumara (Ubiquity, 2024)