Devinder Kaur
Overview
overview
-
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
-
Article (Faculty180)
-
2024Optimizing the Topology of Transformer Networks using Modified Clonal Selection Algorithm: A Bio-Inspired Immunocomputing Approach.. International Journal of Machine Learning. 14:119-128.
-
2022Automated detection of apoptotic versus nonapoptotic cell death using label-free computational microscopy. Journal of Biophotonics. 15:10.
-
2021Immunocomputing-Based Approach for Optimizing the Topologies of LSTM Networks. IEEE Access. 9:78993-79004.
-
2020Optimizing Nonlinear parameters of Sugeno Type Fuzzy Rules using GWO for Data Classification. International Journal of Computational Intelligence and Applications. 19:16.
-
2020Scheduling energy storage unit with GWO for smart home integrated with renewable energy. Int. J. Artificial Intelligence and Soft Computing. 7:146.
-
2019Optimal Convolutional Neural Network Architecture Design Using Clonal Selection Algorithm. International Journal of Machine Learning and Computing (IJMLC) . 9:788-794.
-
2016Efficient Energy Management System Based on GA and Classical Boolean Approach. International Journal of Computational Intelligence and Applications. 15:20.
-
2015Optimizing Cost with Intelligent Energy Management System based on Fuzzy Logic. International Conference on Artificial Intelligence. pp.141-146.
-
2014Parallel Coordinates for Visualization of Rules Developed using Grammatical Evaluation. the International Conference on Modeling Simulation and Visualization. 108-113.
-
2013Compatibility Score Generation for Kidney Transplant Among Donor–Recipient Pair Using Fuzzy Logic. Advanced Science Engineering and Medicine. 5:1239-1252.
-
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.
-
2012Database Querying using Fuzzy Semantics. J Air Waste Manag Assoc.
-
2012Development of Intelligent Energy Management System using Natural Computing. International Conference on Information and Knowledge Engineering. 41-46.
-
2011Knowledge Discovery in U.S. Census Data Using Attribute – Oriented Induction with Fuzzy Concept Hierarchy. IEEE International Conference on Electro/Information Technology EIT.
-
2011Swarm based Neural Learning Algorithm for Data Classification. first International Conference ICMEE.
-
2010Evolutionary Neural Network with Selective Cloning for Data Classification. International Conference on Emerging Technologies for Sustainable Environment. 262-271.
-
2010Performance Enhancement of Data Classification using Selectively Cloned Genetic Algorithm for Neural Network. International Journal of Computational Intelligence Systems. 3:723-732.
-
2009Search, Neutral Evolution, and Mapping in Evolutionary Computing: A Case Study of Grammatical Evolution. IEEE Transactions on Evolutionary Computation. 13:566-590.
-
2006A Grammatical Evolution Approach to System Identification of Laser Lap Welding. SAE World Congress on Reliability and Robust Design in Automotive Engineering. . 493-497.
-
2006Using Grammatical Evolution for Evolving Intrusion Detection Rules. the 6th WSEAS International Conference on Signal Processing. 167-172.
-
2004Computer 2D Simulation of the Collision Free Navigation of Virtual AGV among Static Obstacles using Fuzzy Inference. International Journal of Computers and Their Applications. 34-40.
-
2003Neuro-Fuzzy Spam Filtering based on Naïve Bayesian Filters. International Journal of Computers And Their Applications. 11:34-40.
-
2002Application of Neurofuzzy Techniques for Determination of Secondary Structures in Proteins. International Conference on Intelligent Systems. 211-214.
-
2001Design of an Intelligent Search Engine, based on Fuzzy Inference Inference System using Java for a Library Books Database. Joint 9th IFSA World Congress and 20th NAFIPS International Conference on Fuzzy Systems.
-
1999Integrating Multimedia Modules in Engineering Education. ISCA International Conference on Computers and Applications.
-
1998ARM: Associative RAM-net Memory Neural Classifier. Optical Engineering. 37:2043-2054.
-
1998Design of a Fuzzy Control for a Dynamic System: A Motor bike. Wiley Encyclopedia of Electrical and Electronics Engineering. 9:578-594.
-
1998On the Design of Neural Fuzzy Control Systems. International Journal of Intelligent Systems. 13:11-26.
-
1998On the design and modeling of microcontrolled fuzzy nuclear power plant controller. International Journal of Intelligent Systems. 11:761-777.
-
1996Neural Fuzzy Control of Truck Backing” Proceedings of the ISCA 9th International Conference on Computer Applications in Industry and Engineering. the ISCA 12th International Conference on Computers and Their Applications. 122-125.
-
1996On the Design of Development Tool for Implementing Fuzzy Logic Control on Microcontrollers. ISCA International Conference on Intelligent Systems, Reno, Nevada. pp.120-123.
-
1995Fuzzy Automotive Traction Control. ISCA International Conference on Intelligent Systems. 120-123.
-
1994Dynamic image modeling by neural networks. International Journal of Systems Science. 25:803-811.
-
1994Fuzzy Traffic Controller. the 37th Midwest Symposium on Circuits and Systems. 1540-1543.
-
1994Reliability of hamming code transmission versus error-probability on message bits. Microelectronics and Reliability. 34:1141-1145.
-
1993Microcontolled Based Time Event Detector for Automobile Racing. International Journal of System Sciences. 25:803-811.
-
1992Householder's Algorithm on Hypercube Architecture. the IEEE Region 10 International Conference on Computers Communication and Automation towards the 21st Century. 938-942.
-
1992Hypercube based Architecture for High Speed Communication Systems. the 36th Midwest Symposiums on Circuits and Systems. 1:584-587.
-
1992Modelling of Image Processing Algorithms on Hypercube. the 23rd Pittsburgh Modeling and Simulation Conference. 1197-1203.
-
1992Parallelism Resolution for Software Utilizing the Petrinet "A" Matrix. the 23rd Pittsburgh Modeling and Simulation Conference. 1181-1188.
-
1990Data Demodulation of SCPC/FDMA channels on a hypercube. the 6th Annual Aerospace Applications of Artificial Intelligence Conference.
-
1989Simulation of System Theoretic Algorithm for Image Compression. the Applied Simulation and Modelling Conference. 157-160.
-
1989Software Engineering Approach to Software Security. the 21st Annual Pittsburgh Modeling and Simulation Conference. 1349-1353.
-
1988A New Topology for Interconnecting 3D Hypercubes Recursively. 20th Pittsburg Conf. on Modeling and Simulation.
-
1988On the Design of an Arbitration Network. Microelectronics and Reliability. 28:93–100.
-
1988On the Design of an Arbitration Network. the 31st Midwest symposium on Circuits and Systems. 1012-1015.
-
1988Parallel Methods for Tridiagonal Equations. Computing. 40:267-272.
-
1983Fault Tolerant Capabilities of Redundant Multistage Interconnection Network. IEEE Symposium on Real Time Systems. 40:81-87.
-
-
Article (Web of Science)
-
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
-
2021Recent advances and challenges in uncertainty visualization: a survey. JOURNAL OF VISUALIZATION.Full Text via DOI: 10.1007/s12650-021-00755-1
-
2021Immunocomputing-Based Approach for Optimizing the Topologies of LSTM Networks. IEEE ACCESS. 9:78993-79004.Full Text via DOI: 10.1109/access.2021.3084131
-
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
-
2019Evolving Rule-Based Explainable Artificial Intelligence for Unmanned Aerial Vehicles. IEEE ACCESS. 7:17001-17016.Full Text via DOI: 10.1109/ACCESS.2019.2893141
-
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
-
2019Evolving Rule-Based Explainable Artificial Intelligence for Unmanned Aerial Vehicles. IEEE ACCESS. 7:17001-17016.Full Text via DOI: 10.1109/access.2019.2893141
-
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
-
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
-
2010Performance Enhancement of Data Classification using Selectively Cloned Genetic Algorithm for Neural Network. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. 3:723-732.
-
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
-
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
-
1998Associative RAM-net memory neural target classifier. OPTICAL ENGINEERING. 37:2043.Full Text via DOI: 10.1117/1.602019
-
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
-
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-#
-
1995Microcontroller-driven gray scale plasma receiver. Journal of Microcomputer Applications. 18:55-64.Full Text via DOI: 10.1016/s0745-7138(95)80022-0
-
1994Dynamic image modelling by neural networks. International Journal of Systems Science. 25:803-811.Full Text via DOI: 10.1080/00207729408928997
-
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
-
1992Hierarchical Hypernet for Pipelining. The Computer Journal. 35:81-87.Full Text via DOI: 10.1093/comjnl/35.1.81
-
1992Hypercube-based architecture for high speed communication systems. International Journal of Electronics. 73:1149-1164.Full Text via DOI: 10.1080/00207219208925785
-
1988On the design of a new arbitration network. Microelectronics Reliability. 28:93-100.Full Text via DOI: 10.1016/0026-2714(88)90329-0
-
1988Parallel methods for tridiagonal equations. Computing. 40:267-272.Full Text via DOI: 10.1007/bf02251254
-
-
Editorial Material (Web of Science)
-
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
-
-
Presentation (Faculty180)
-
Proceedings (Faculty180)
-
2021
-
2004
-
Proceedings Paper (Web of Science)
-
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.
-
2018Enhancing the Parallelization of Backpropagation Neural Network Algorithm for Implementation on FPGA Platform. 2017 IEEE NATIONAL AEROSPACE AND ELECTRONICS CONFERENCE (NAECON). 192-196.
-
2017Efficient Energy Management for Smart Homes with Grey Wolf Optimizer. 2014 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT). 388-393.
-
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.
-
2009Design and Implementation of a Mamdani Fuzzy Inference System on an FPGA. 2009 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY. 133-+.
-
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.
-
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.
-
2007Sensitivity analysis of daubechies 4 wavelet coefficients for reduction of reconstructed image error. ADVANCED PRECISION ENGINEERING. 167-+.
-
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-+.
-
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-+.
-
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-+.
-
2006Genetic Fuzzy Gain Schedule for a Non-Linear ValveFull Text via DOI: 10.1109/nafips.2006.365867
-
2005Fuzzy logic based Euchre game design on palm PDA. NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society. 693-699.
-
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.
-
-
Software Review (Web of Science)
-
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
-
Contact
full name
- Devinder Kaur