Devinder Kaur
Overview
overview
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Dr. Devinder Kaur is a Professor in the department of Electrical Engineering and Computer Science Engineering at the University of Toledo. She received her Ph. D. degree and MS degree in Computer Engineering from Wayne State University in the years 1989 and 1985 respectively. She received M.Sc. in Medical Physics from the University of Aberdeen in 1976 and M.Sc. (Hons. School) In Physics majoring in Electronics from Panjab University in 1970. For her academic pursuits she received Thomas Rumble Fellowship, Commonwealth Fellowship and was awarded the Panjab University Medal.
Dr. Kaur joined the University of Toledo in the Electrical Engineering department as an Assistant Professor in 1989. She was promoted to Associate Professor in 1994 with tenure. Her current research interests are in developing intelligent engineering applications using bio inspired computational algorithms for knowledge extraction. She has published more than 100 articles in leading scholarly journals and proceedings of international conferences, including IEEE Transactions on Evolutionary Computation, WSEAS Transactions, Elsevier journals and International Journal of Computational Intelligence etc. Dr. Kaur has received research grants from NSF, Daimler Chrysler, ROMAN Engineering, SOARTech (original sponsor US Air Force Research Lab), URAF, Kohler Foundation etc.
Dr. Kaur has taught a broad range of courses at the under graduate and graduate level. She developed a new graduate course EECS6980/8980 on “Biologically Inspired Computing”, which has been offered regularly in spring semester for the last five years and attracts high enrollment. She also developed EECS 4120/5980, “Introduction to Fuzzy Systems and Applications”, which is taken by both undergraduate and graduate students.
Dr. Kaur had summer Faculty Fellowships at NASA Glenn, AFRL Dayton and Daimler Chrysler. She was awarded the Fulbright Senior Specialist award and lectured and consulted with faculty at the Nippon Institute of Technology and Tokyo Denki University in Japan.
Dr. Kaur has rendered services to professional organizations such as IEEE, WSEAS, ISCA, NAFIPS, SAE and IFSA in reviewing papers, organizing conferences and chairing sessions. She has served as panel reviewer for NSF and many Journals including IEEE Transactions, Neural Computing, Elsevier Journals, Journals of Intelligent systems etc.
Her web page can be accessed at: http://www.eng.utoledo.edu/~dkaur/
Publications
selected publications
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Article (Web of Science)
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2022Automated detection of apoptotic versus nonapoptotic cell death using label-free computational microscopy. JOURNAL OF BIOPHOTONICS.Full Text via DOI: 10.1002/jbio.202100310 PMID: 34936215
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2021Recent advances and challenges in uncertainty visualization: a survey. JOURNAL OF VISUALIZATION.Full Text via DOI: 10.1007/s12650-021-00755-1
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2021Immunocomputing-Based Approach for Optimizing the Topologies of LSTM Networks. IEEE ACCESS. 9:78993-79004.Full Text via DOI: 10.1109/access.2021.3084131
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2020Optimizing Nonlinear Parameters of Sugeno Type Fuzzy Rules using GWO for Data Classification. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS. 19:2050009.Full Text via DOI: 10.1142/s1469026820500091
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2019Evolving Rule-Based Explainable Artificial Intelligence for Unmanned Aerial Vehicles. IEEE ACCESS. 7:17001-17016.Full Text via DOI: 10.1109/ACCESS.2019.2893141
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2019Evolving Mamdani Fuzzy Rules Using Swarm Algorithms for Accurate Data Classification. IEEE ACCESS. 7:175907-175916.Full Text via DOI: 10.1109/access.2019.2957735
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2019Evolving Rule-Based Explainable Artificial Intelligence for Unmanned Aerial Vehicles. IEEE ACCESS. 7:17001-17016.Full Text via DOI: 10.1109/access.2019.2893141
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2018Optimal maintenance scheduling of generator units using discrete integer cuckoo search optimization algorithm. SWARM AND EVOLUTIONARY COMPUTATION. 42:89-98.Full Text via DOI: 10.1016/j.swevo.2018.02.016
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2013Development of hybrid genetic-algorithm-based neural networks using regression trees for modeling air quality inside a public transportation bus. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION. 63:205-218.Full Text via DOI: 10.1080/10962247.2012.741054
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2010Performance Enhancement of Data Classification using Selectively Cloned Genetic Algorithm for Neural Network. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. 3:723-732.
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2009Search, Neutral Evolution, and Mapping in Evolutionary Computing: A Case Study of Grammatical Evolution. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 13:566-590.Full Text via DOI: 10.1109/TEVC.2008.2009063
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2009Search, Neutral Evolution, and Mapping in Evolutionary Computing: A Case Study of Grammatical Evolution. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 13:566-590.Full Text via DOI: 10.1109/tevc.2008.2009063
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1998Associative RAM-net memory neural target classifier. OPTICAL ENGINEERING. 37:2043.Full Text via DOI: 10.1117/1.602019
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1998On the design and modeling of microcontrolled fuzzy nuclear power plant controller. International Journal of Intelligent Systems. 11:761-777.Full Text via DOI: 10.1002/(sici)1098-111x(199610)11:10<761::aid-int4>3.0.co;2-x
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1998On the design of neural‐fuzzy control system. International Journal of Intelligent Systems. 13:11-26.Full Text via DOI: 10.1002/(sici)1098-111x(199801)13:1<11::aid-int2>3.0.co;2-#
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1995Microcontroller-driven gray scale plasma receiver. Journal of Microcomputer Applications. 18:55-64.Full Text via DOI: 10.1016/s0745-7138(95)80022-0
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1994Dynamic image modelling by neural networks. International Journal of Systems Science. 25:803-811.Full Text via DOI: 10.1080/00207729408928997
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1994Reliability of Hamming code transmission versus error probability on message bits. Microelectronics Reliability. 34:1141-1145.Full Text via DOI: 10.1016/0026-2714(94)90497-9
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1992Hierarchical Hypernet for Pipelining. The Computer Journal. 35:81-87.Full Text via DOI: 10.1093/comjnl/35.1.81
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1992Hypercube-based architecture for high speed communication systems. International Journal of Electronics. 73:1149-1164.Full Text via DOI: 10.1080/00207219208925785
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1988On the design of a new arbitration network. Microelectronics Reliability. 28:93-100.Full Text via DOI: 10.1016/0026-2714(88)90329-0
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1988Parallel methods for tridiagonal equations. Computing. 40:267-272.Full Text via DOI: 10.1007/bf02251254
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Editorial Material (Web of Science)
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2019Guest Editorial Nature-Inspired Approaches for IoT and Big Data. IEEE INTERNET OF THINGS JOURNAL. 9213-9216.Full Text via DOI: 10.1109/jiot.2019.2947754
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Proceedings Paper (Web of Science)
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2018A Comparative Study of Different Curve Fitting Algorithms in Artificial Neural Network using Housing Dataset. 2017 IEEE NATIONAL AEROSPACE AND ELECTRONICS CONFERENCE (NAECON). 174-178.
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2018Enhancing the Parallelization of Backpropagation Neural Network Algorithm for Implementation on FPGA Platform. 2017 IEEE NATIONAL AEROSPACE AND ELECTRONICS CONFERENCE (NAECON). 192-196.
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2017Efficient Energy Management for Smart Homes with Grey Wolf Optimizer. 2014 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT). 388-393.
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2009Building a Neuro-Fuzzy Model for Predicting the Bacteria Bound and Internalized by the White Blood Cells. 2009 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY. 209-214.
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2009Design and Implementation of a Mamdani Fuzzy Inference System on an FPGA. 2009 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY. 133-+.
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2008Performance enhancement in solving Traveling Salesman Problem using hybrid genetic algorithm. 2008 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1 AND 2. 1-6.
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2007Fuzzy decision tree based approach to predict the type of pavement repair. PROCEEDINGS OF THE 7TH WSEAS INTERNATIONAL CONFERENCE ON APPLIED INFORMATICS AND COMMUNICATIONS. 1-6.
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2007Sensitivity analysis of daubechies 4 wavelet coefficients for reduction of reconstructed image error. ADVANCED PRECISION ENGINEERING. 167-+.
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2007Soft computing technique in prediction of pavement condition. CIMMACS '07: PROCEEDINGS OF THE 6TH WSEAS INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, MAN-MACHINE SYSTEMS AND CYBERNETICS. 88-+.
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2006Fuzzy classification using Grammatical Evolution for structure identification. NAFIPS 2006 - 2006 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1 AND 2. 80-+.
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2006Genetic fuzzy gain schedule for a non-linear valve. NAFIPS 2006 - 2006 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1 AND 2. 96-+.
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2006Genetic Fuzzy Gain Schedule for a Non-Linear ValveFull Text via DOI: 10.1109/nafips.2006.365867
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2005Fuzzy logic based Euchre game design on palm PDA. NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society. 693-699.
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2005Regression tree and neuro-fuzzy approach to system identification of laser lap welding. NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society. 315-319.
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Software Review (Web of Science)
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2010Application of MATLAB to Select an Optimum Performing Genetic Algorithm for Predicting In-Vehicle Pollutant Concentrations. ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY. 398-405.Full Text via DOI: 10.1002/ep.10527
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Contact
full name
- Devinder Kaur