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S. Kumara · SciRah

Researcher profile · Semantic Scholar

S. Kumara

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S. Kumara — researcher profile on SciRah

h-index: 41
Works: 255
Citations: 12K

Most-cited papers

Cyber-physical systems in manufacturing
L. Monostori, B. Kádár, T. Bauernhansl, S. Kondoh +6 more
20161,529 citations Open access
Semantic Scholar
A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests
Da-Zhong Wu, Connor Jennings, Janis P. Terpenny, R. Gao +1 more
2017626 citations Open access
Semantic Scholar
The internet of things for smart manufacturing: A review
Hui Yang, S. Kumara, S. Bukkapatnam, F. Tsung
2019IISE Transactions401 citations Open access
Semantic Scholar
Cloud-enabled prognosis for manufacturing
R. Gao, Li-Hui Wang, R. Teti, D. Dornfeld +3 more
2015318 citations Open access
Semantic Scholar
Cooperative and responsive manufacturing enterprises
J. Váncza, L. Monostori, D. Lutters, S. Kumara +3 more
2011159 citations
Semantic Scholar
Site suitability analysis for implementing solar PV power plants using GIS and fuzzy MCDM based approach
Abdullah Almasad, Gregory Pavlak, T. Alquthami, S. Kumara
2023Solar Energy117 citations Open access
Semantic Scholar
An unsupervised machine learning model for discovering latent infectious diseases using social media data
Sunghoon Lim, Conrad S. Tucker, S. Kumara
2017Journal of Biomedical Informatics112 citations Open access
Semantic Scholar
Parallel computing and network analytics for fast Industrial Internet-of-Things (IIoT) machine information processing and condition monitoring
Kan Chen, Hui Yang, S. Kumara
201875 citations Open access
Semantic Scholar
Cloud-Based Parallel Machine Learning for Tool Wear Prediction
Da-Zhong Wu, Connor Jennings, Janis P. Terpenny, S. Kumara +1 more
201868 citations
Semantic Scholar
RFID in production and service systems: Technology, applications and issues
Nilgun Fescioglu-Unver, Sung Choi, D. Sheen, S. Kumara
2014Information Systems Frontiers64 citations
Semantic Scholar
Six-Sigma Quality Management of Additive Manufacturing
Hui Yang, Prahalada K. Rao, T. Simpson, Yan Lu +4 more
2021Proceedings of the IEEE59 citations Open access
Semantic Scholar
Semi-Supervised Learning Algorithm for Identifying High-Priority Drug–Drug Interactions Through Adverse Event Reports
Ning Liu, Cheng-Bang Chen, S. Kumara
2020IEEE journal of biomedical and health informatics43 citations
Semantic Scholar
How Are You Feeling?: A Personalized Methodology for Predicting Mental States from Temporally Observable Physical and Behavioral Information
Suppawong Tuarob, Conrad S. Tucker, S. Kumara, C. Lee Giles +3 more
2017Journal of Biomedical Informatics42 citations Open access
Semantic Scholar
Explainable AI (XAI)-driven vibration sensing scheme for surface quality monitoring in a smart surface grinding process
Abhishek Hanchate, S. Bukkapatnam, K. Lee, A. Srivastava +1 more
2023Journal of Manufacturing Processes41 citations Open access
Semantic Scholar
Early Stage Machine Learning–Based Prediction of US County Vulnerability to the COVID-19 Pandemic: Machine Learning Approach
Mihir Mehta, Juxihong Julaiti, Paul M. Griffin, S. Kumara
2020JMIR Public Health and Surveillance39 citations Open access
Semantic Scholar
Machine learning and AI for long-term fault prognosis in complex manufacturing systems
S. Bukkapatnam, K. Afrin, D. Dave, S. Kumara
2019CIRP annals39 citations
Semantic Scholar
Ontology-Driven Learning of Bayesian Network for Causal Inference and Quality Assurance in Additive Manufacturing
Ruimin Chen, Yan Lu, P. Witherell, Timothy W. Simpson +2 more
2021IEEE Robotics and Automation Letters36 citations
Semantic Scholar
Edge-cloud computing performance benchmarking for IoT based machinery vibration monitoring
Ankur Verma, Ayush Goyal, S. Kumara, T. Kurfess
202136 citations Open access
Semantic Scholar
AIDCOV: An Interpretable Artificial Intelligence Model for Detection of COVID-19 from Chest Radiography Images
M. Zokaeinikoo, Pooyan Kazemian, P. Mitra, S. Kumara
2020medRxiv36 citations Open access
Semantic Scholar
Change detection in precision manufacturing processes under transient conditions
Zi-Mo Wang, S. Bukkapatnam, S. Kumara, Z. Kong +1 more
201435 citations
Semantic Scholar
Clustering social networks using ant colony optimization
S. Mandala, S. Kumara, C. Rao, R. Albert
2011Operational Research35 citations
Semantic Scholar
Stable matching of customers and manufacturers for sharing economy of additive manufacturing
Hui Yang, Ruimin Chen, S. Kumara
2021Journal of manufacturing systems30 citations Open access
Semantic Scholar
Leveraging social networks for efficient hurricane evacuation
Manini Madireddy, S. Kumara, D. Medeiros, V. Shankar
201530 citations
Semantic Scholar
Blockchain in megacity logistics
Rico Polim, Qianyu Hu, S. Kumara
201729 citations
Semantic Scholar
Scenario Analysis of Web Service Composition based on Multi-Criteria Mathematical Goal Programming
Li-Ying Cui, S. Kumara, Dongwon Lee
201129 citations Open access
Semantic Scholar
A Classification Scheme for Smart Manufacturing Systems’ Performance Metrics
Y. T. Lee, S. Kumaraguru, Sanjay Jain, S. Robinson +6 more
2016Smart and Sustainable Manufacturing Systems28 citations Open access
Semantic Scholar
Recurrence network modeling and analysis of spatial data.
Cheng-Bang Chen, Hui Yang, S. Kumara
2018Chaos27 citations
Semantic Scholar
Ontology-Based Laser and Thermal Metamodels for Metal-Based Additive Manufacturing
Byeong-Min Roh, S. Kumara, T. Simpson, P. Michaleris +2 more
201625 citations
Semantic Scholar
INTEGRATING DATA ANALYTICS AND SIMULATION METHODS TO SUPPORT MANUFACTURING DECISION MAKING
D. Kibira, Qais Hatim, S. Kumara, Guodong Shao
2015Online World Conference on Soft Computing in Industrial Applications25 citations Open access
Semantic Scholar
Data-Driven Prognostics Using Random Forests: Prediction of Tool Wear
Da-Zhong Wu, Connor Jennings, Janis P. Terpenny, R. Gao +1 more
201723 citations
Semantic Scholar
An agent based model for evacuation traffic management
Manini Madireddy, D. Medeiros, S. Kumara
2011Online World Conference on Soft Computing in Industrial Applications23 citations
Semantic Scholar
Preference based scheduling in a healthcare provider network
Deepak Agrawal, Guo-Dong Pang, S. Kumara
2022European Journal of Operational Research21 citations Open access
Semantic Scholar
Online Improvement of Condition-Baesd Maintenance Policy via Monte Carlo Tree Search
Michael Hoffman, Eunhye Song, Michael P. Brundage, S. Kumara
2021IEEE Transactions on Automation Science and Engineering20 citations Open access
Semantic Scholar
An Unsupervised Machine Learning Approach to Assessing Designer Performance During Physical Prototyping
Matthew L. Dering, Conrad S. Tucker, S. Kumara
2018Journal of Computing and Information Science in Engineering17 citations
Semantic Scholar
Managing Illicit Online Pharmacies: Web Analytics and Predictive Models Study
Hui Zhao, S. Muthupandi, S. Kumara
2020Journal of Medical Internet Research16 citations Open access
Semantic Scholar
A decision support methodology for integrated machining process and operation plans for sustainability and productivity assessment
Qais Hatim, C. Saldaña, Guodong Shao, D. Kim +4 more
202016 citations
Semantic Scholar
Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing
Byeong-Min Roh, S. Kumara, Hui Yang, T. Simpson +3 more
2022Journal of Computing and Information Science in Engineering14 citations
Semantic Scholar
Heterogeneous recurrence analysis of spatial data.
Hui Yang, Cheng-Bang Chen, S. Kumara
2020Chaos14 citations Open access
Semantic Scholar
From sensing to controlling: the state of the art in ubiquitous crowdsourcing
Maja Vuković, Rajarshi Das, S. Kumara
2013Int. J. Commun. Networks Distributed Syst.14 citations
Semantic Scholar
A Game-Theoretic Approach to Graph Clustering
S. Mandala, S. Kumara, K. Chatterjee
2014INFORMS journal on computing13 citations
Semantic Scholar
Spatiotemporal Monitoring of Melt-Pool Variations in Metal-Based Additive Manufacturing
Hui Yang, Siqi Zhang, Yan Lu, P. Witherell +1 more
2022IEEE Robotics and Automation Letters12 citations
Semantic Scholar
Gaining Insights Into Patient Satisfaction Through Interpretable Machine Learning
Ning Liu, S. Kumara, Eric S. Reich
2020IEEE journal of biomedical and health informatics12 citations
Semantic Scholar
Privacy-Preserving Data Mining for Smart Manufacturing
Qianyu Hu, Ruimin Chen, Hui Yang, S. Kumara
202011 citations
Semantic Scholar
Modular Product Design Using Cyberinfrastructure for Global Manufacturing
J. Yoo, S. Kumara, T. Simpson
2012Journal of Computing and Information Science in Engineering11 citations
Semantic Scholar
Sensors, networks and internet of things: research challenges in health care
S. Kumara, Li-Ying Cui, Jie Zhang
2011IIWeb '1111 citations
Semantic Scholar
Self-organizing network modelling of 3D objects
Hui Yang, Run-Sang Liu, S. Kumara
202010 citations
Semantic Scholar
Explainable data-driven modeling of patient satisfaction survey data
Ning Liu, S. Kumara, Eric S. Reich
20172017 IEEE International Conference on Big Data (Big Data)10 citations
Semantic Scholar
Ensuring Quality in Metal Additive Manufacturing Through a V-Model Framework
Byeong-Min Roh, Timothy W. Simpson, Hui Yang, S. Kumara +2 more
2023IEEE Access9 citations Open access
Semantic Scholar
Clustering assessment in weighted networks
A. Arratia, Martí Renedo Mirambell, Christopher Aicher, A. Jacobs +76 more
2021PeerJ Computer Science9 citations Open access
Semantic Scholar
Condition-based Maintenance Policy Optimization Using Genetic Algorithms and Gaussian Markov Improvement Algorithm
Michael Hoffman, Eunhye Song, Michael P. Brundage, S. Kumara
2018Annual Conference of the PHM Society9 citations Open access
Semantic Scholar

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