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ORCIDSoundar R. T. Kumara
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- affiliation: Pennsylvania State University, University Park, PA, USA
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2020 – today
- 2024
[j56]Paul Witherell, Soundar R. T. Kumara:
Exploiting the Digital Economy for Product Realization in Manufacturing. Ubiquity 2024(April): 1-6 (2024)- [i1]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 abs/2402.15962 (2024) - 2023
- [j55]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: 123807-123819 (2023) - 2022
- [j54]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) - [j53]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): 8249-8256 (2022) - 2021
- [j52]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): 347-376 (2021) - [j51]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): 6032-6038 (2021) - [j50]Ning Liu, Soundar R. T. Kumara, Eric Reich:
Gaining Insights Into Patient Satisfaction Through Interpretable Machine Learning. IEEE J. Biomed. Health Informatics 25(6): 2215-2226 (2021) - [j49]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): 29:1-29:20 (2021) - 2020
- [j48]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): 999-1016 (2020) - [j47]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): 57-68 (2020)
2010 – 2019
- 2019
- [j46]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): 1190-1216 (2019) - 2018
- [j45]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): 1041-1052 (2018) - [j44]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) - 2017
- [j43]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: 82-94 (2017) - [j42]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: 1-19 (2017) - [c34]Ning Liu, Soundar R. T. Kumara, Eric Reich:
Explainable data-driven modeling of patient satisfaction survey data. IEEE BigData 2017: 3869-3876 - 2016
- [j41]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): 95-115 (2016) - [c33]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: 2062-2069 - 2015
- [j40]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): 1369-1380 (2015) - [c32]Necdet Serhat Aybat, Sahar Zarmehri, Soundar R. T. Kumara:
An ADMM Algorithm for Clustering Partially Observed Networks. SDM 2015: 460-468 - [c31]Deogratias Kibira, Qais Hatim, Soundar R. T. Kumara, Guodong Shao:
Integrating data analytics and simulation methods to support manufacturing decision making. WSC 2015: 2100-2111 - 2014
- [j39]Supreet Reddy Mandala, Soundar R. T. Kumara, Kalyan Chatterjee:
A Game-Theoretic Approach to Graph Clustering. INFORMS J. Comput. 26(3): 629-643 (2014) - [j38]Changsoo Ok, Seokcheon Lee, Soundar R. T. Kumara:
Group preference modeling for intelligent shared environments: Social welfare beyond the sum. Inf. Sci. 278: 588-598 (2014) - [j37]Fatih Çavdur, Soundar R. T. Kumara:
A network view of business systems. Inf. Syst. Frontiers 16(1): 153-162 (2014) - [j36]Fatih Çavdur, Soundar R. T. Kumara:
Network mining: Applications to business data. Inf. Syst. Frontiers 16(3): 473-490 (2014) - 2013
- [j35]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): 11-25 (2013) - [j34]Supreet Reddy Mandala, Soundar R. T. Kumara, Calyampudi Radhakrishna Rao, Réka Albert:
Clustering social networks using ant colony optimization. Oper. Res. 13(1): 47-65 (2013) - [c30]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: 31-36 - [c29]Hui Yang, Soundar R. T. Kumara, Kaizhi Tang, Xiong Liu, Zheng Chen, Roger Xu:
Investigating nanomaterial toxicity bibliography: A network analysis approach. BIBM 2013: 37-42 - [c28]Qais Y. AlKhazraji, Christopher Saldaña, Tang Donghuan, Soundar R. T. Kumara:
Information modeling to incorporate sustainability into production plans. CASE 2013: 516-521 - 2012
- [j33]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) - 2011
- [c27]Maja Vukovic, Soundar R. T. Kumara:
Second international workshop on ubiquitous crowdsourcing: towards a platform for crowd computing. UbiComp 2011: 617-618 - [c26]Manini Madireddy, Deborah J. Medeiros, Soundar R. T. Kumara:
An agent based model for evacuation traffic management. WSC 2011: 222-233 - 2010
- [j32]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): 201-218 (2010) - [j31]Changsoo Ok, Seokcheon Lee, Prasenjit Mitra, Soundar R. T. Kumara:
Distributed routing in wireless sensor networks using energy welfare metric. Inf. Sci. 180(9): 1656-1670 (2010) - [c25]Maja Vukovic, Soundar R. T. Kumara, Ohad Greenshpan:
Ubiquitous crowdsourcing. UbiComp (Adjunct Papers) 2010: 523-526
2000 – 2009
- 2009
- [j30]Changsoo Ok, Seokcheon Lee, Prasenjit Mitra, Soundar R. T. Kumara:
Distributed energy balanced routing for wireless sensor networks. Comput. Ind. Eng. 57(1): 125-135 (2009) - [j29]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): 649-659 (2009) - [c24]Soundar R. T. Kumara:
Conceptual foundations of energy aware manufacturing. PerMIS 2009: 32-37 - [c23]Satama Sirivunnabood, Soundar R. T. Kumara:
Comparison of mitigation strategies for supplier risks: A multi agent-based simulation approach. SOLI 2009: 388-393 - [c22]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: 511-514 - 2008
- [j28]Sai Rajesh Mahabhashyam, Natarajan Gautam, Soundar R. T. Kumara:
Resource-Sharing Queueing Systems with Fluid-Flow Traffic. Oper. Res. 56(3): 728-744 (2008) - [j27]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) - [j26]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): 234-244 (2008) - [j25]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): 630-640 (2008) - [j24]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): 15-32 (2008) - [c21]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: 347-350 - 2007
- [j23]Seokcheon Lee, Soundar R. T. Kumara, Natarajan Gautam:
Efficient scheduling algorithm for component-based networks. Future Gener. Comput. Syst. 23(4): 558-568 (2007) - [j22]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): 201-210 (2007) - [j21]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): 1-22 (2007) - [c20]Jindae Kim, Changsoo Ok, Soundar R. T. Kumara, Shang-Tae Yee:
Multiagent-Based Dynamic Deployment Planning in RTLS-Enabled Automotive Shipment Yard. Canadian AI 2007: 38-49 - [c19]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: 591-596 - [c18]Changsoo Ok, Prasenjit Mitra, Seokcheon Lee, Soundar R. T. Kumara:
Distributed Energy-Adaptive Routing for Wireless Sensor Networks. CASE 2007: 905-910 - [c17]Changsoo Ok, Prasenjit Mitra, Seokcheon Lee, Soundar R. T. Kumara:
Maximum Energy Welfare Routing in Wireless Sensor Networks. Networking 2007: 203-214 - [c16]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: 533-542 - 2006
- [j20]Kaivan Kamali, Dan Ventura, Amulya Garga, Soundar R. T. Kumara:
Geometric Task Decomposition in a Multi-Agent Environment. Appl. Artif. Intell. 20(5): 437-456 (2006) - [j19]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): 103-113 (2006) - [j18]Seog-Chan Oh, Dongwon Lee, Soundar R. T. Kumara:
A comparative illustration of AI planning-based web services composition. SIGecom Exch. 5(5): 1-10 (2006) - [c15]Nathan Gnanasambandam, Naveen Sharma, Soundar R. T. Kumara, Hua Liu:
Collaborative Self-Organization by Devices Providing Document Services - A Multi-Agent Perspective. ICAC 2006: 305-308 - [c14]Seog-Chan Oh, Hyunyoung Kil, Dongwon Lee, Soundar R. T. Kumara:
WSBen: A Web Services Discovery and Composition Benchmark. ICWS 2006: 239-248 - [c13]Laszlo Monostori, József Váncza, Soundar R. T. Kumara:
Agent Based Manufacturing. BASYS 2006: 3-4 - [c12]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: 66 - 2005
- [j17]Vineet Aggarwal, Natarajan Gautam, Soundar R. T. Kumara, Mark Greaves:
Stochastic fluid flow models for determining optimal switching thresholds. Perform. Evaluation 59: 19-46 (2005) - [c11]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: 1313-1314 - [c10]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: 93-98 - [c9]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: 148-153 - [c8]Seokcheon Lee, Soundar R. T. Kumara:
Estimating global stress environment by observing local behavior in distributed multiagent systems. CASE 2005: 215-219 - [c7]Seung Ki Moon, Soundar R. T. Kumara, Timothy W. Simpson:
Knowledge representation for product design using Techspecs Concept Ontology. IRI 2005: 241-246 - [c6]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: 88-93 - [c5]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: 1759-1765 - 2004
- [j16]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): 24-31 (2004) - 2003
- [j15]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): 471-484 (2003) - 2002
- [j14]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): 1351-1374 (2002) - [c4]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: 1251-1259 - 2001
- [j13]Nina M. Berry, Soundar R. T. Kumara:
Evaluating the design and development of Reagere. Integr. Comput. Aided Eng. 8(1): 31-43 (2001) - [c3]Chad Dodd, Soundar R. T. Kumara:
A Distributed Multi-agent Model for Value Nets. IEA/AIE 2001: 718-727
1990 – 1999
- 1999
- [j12]Anantaram Balakrishnan, Soundar R. T. Kumara, Shankar Sundaresan:
Manufacturing in the Digital Age: Exploiting Information Technologies for Product Realization. Inf. Syst. Frontiers 1(1): 25-50 (1999) - 1996
- [j11]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): 201-205 (1996) - 1995
- [j10]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): 1228-1233 (1995) - [j9]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): 1201-1211 (1995) - [c2]Heng Ma, David J. Cannon, Soundar R. T. Kumara:
A Scheme Integrating Neural Networks for Real-Time Robotic Collision Detection. ICRA 1995: 881-886 - 1994
- [j8]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): 185-197 (1994) - 1993
- [c1]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: 1684-1689 - 1992
- [j7]Soundar R. T. Kumara, Setsuo Ohsuga, Inyong Ham:
Artificial Intelligence in Manufacturing: Preface. Appl. Artif. Intell. 6(3) (1992) - [j6]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): 529-552 (1992) - [j5]Yung C. Shin, Yu-To Chen, Soundar R. T. Kumara:
Framework of an intelligent grinding process advisor. J. Intell. Manuf. 3(3): 135-148 (1992) - 1991
- [j4]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): 739-758 (1991) - [j3]Soundar R. T. Kumara, Sagar V. Kamarthi:
Function-to-structure transformation in conceptual design: An associative memory-based paradigm. J. Intell. Manuf. 2(5): 281-292 (1991) - 1990
- [j2]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): 125-140 (1990)
1980 – 1989
- 1989
- [j1]Udaya Gunasena, Soundar R. T. Kumara, Allen L. Soyster:
A knowledge-based system for course scheduling. Appl. Artif. Intell. 3(4): 463-482 (1989)
Coauthor Index
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