L
Lakhmi C. Jain
Researcher at University of Technology, Sydney
Publications - 425
Citations - 10637
Lakhmi C. Jain is an academic researcher from University of Technology, Sydney. The author has contributed to research in topics: Artificial neural network & Intelligent decision support system. The author has an hindex of 41, co-authored 419 publications receiving 10015 citations. Previous affiliations of Lakhmi C. Jain include University of South Australia & University of Canberra.
Papers
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Book
Knowledge-Based Intelligent Information and Engineering Systems
TL;DR: Adaptive Resonance Theory (ART) neural networks model real-time prediction, search, learning, and recognition, and design principles derived from scientific analyses and design constraints imposed by targeted applications have jointly guided the development of many variants of the basic networks.
Book ChapterDOI
Introduction to Bayesian Networks
Dawn E. Holmes,Lakhmi C. Jain +1 more
TL;DR: This work presents a brief introduction to Bayesian networks, a theoretical framework for dealing with uncertainty using an underlying graphical structure and the probability calculus, and gives some pointers to the literature.
BookDOI
Recurrent Neural Networks: Design and Applications
Lakhmi C. Jain,L. R. Medsker +1 more
TL;DR: Recurrent Neural Networks: Design and Applications reflects the tremendous, worldwide interest in and virtually unlimited potential of RNNs - providing a summary of the design, applications, current research, and challenges of this dynamic and promising field.
Book ChapterDOI
Evolutionary Multiobjective Optimization
Ajith Abraham,Lakhmi C. Jain +1 more
TL;DR: In this introductory chapter, some fundamental concepts of multiobjective optimization are introduced, emphasizing the motivation and advantages of using evolutionary algorithms.
Book
Intelligent biometric techniques in fingerprint and face recognition
TL;DR: Introduction to Fingerprint Recognition, U.J. Erol Fingerprint Feature Processing Techniques and Poroscopy, A.R. Howell Neural Networks for Face recognition, and Ongun Introduction to Face Recognition.