NDLI: Learning fuzzy rules through neural networks

Please wait, while we are loading the content...

Proceedings 1995 Second New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems

Proceedings 1993 The First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems

Incorporating artificial neural networks into a rule-based financial trading system

Expert system for flood management in Lake Manapouri

Genetic modification of a neural networks training data

Distortion-invariant object recognition using adaptive resonance theory

Acquiring design knowledge from design cases

An application of neural networks to emulation of aesthetic judgements

Solving four-colouring map problem using genetic algorithm

Dynamic modeling and control of nonlinear systems using neural network

The identification of pitting and crevice corrosion using a neural network

A neural network based relaying scheme for distribution system high impedance fault detection

Data engineering for neural net analysis of glass furnace characteristics

An expert design assistant for hydraulic systems

A low cost distributed expert system delivery environment for monitoring and control applications

Diagnostic knowledge in manufacturing systems-a case of integrated circuits leads forming system

Neural network based power system stabilizers

Learning sequential and continuous control

Sensor-aided intelligent robot control

Industrial application of fuzzy-neuro process monitoring system

Trading a NYSE-stock with a simple artificial neural network-based financial trading system

A study of the parameters of a backpropagation stock price prediction model

A neural network model for sales forecasting

A connectionist expert system for international currency option trading

Incorporating risk curves into a reservoir management model for irrigation supply

A mineral deposit modelling and assessment expert system

Using the KADS methodology: expert systems in farm management

An adaptable health screening questionnaire

TRICOACH: a knowledge-based system for triathlons

Review of applications of artificial neural networks in biotechnology

Using a biomimetric neural net to model dolphin echolocation

HERMES: an expert system for the prognosis of hepatic diseases

An expert system to aid diagnosis of epilepsy

Design problems encountered in the development of a medical expert system

A model of fuzzy coding in the vestibular system

Main problems and issues in neural networks application

Expert systems and neural networks: a comparison

Connectionist expert systems

Towards a general distributed platform for learning and generalization

A hybrid approach for knowledge representation and reasoning

An object-oriented hybrid environment for integrating neural networks and experts systems

A framework for hybrid intelligent systems

NCLIPS-a platform for implementing hybrid expert systems

A task oriented intelligent tutoring system

Knowledge-based simulation for teaching

FOCUS: a user-centred approach to expert systems development

An intelligent programming environment for multiprocessor systems

Maintenance anomalies in rule-based expert systems

A two-tier approach to rule-based systems verification

Expert object management for object-oriented systems and database

Object-oriented development of expert systems

Problems in expert systems development

Knowledge capture model for expert systems development

Nonmonotonic inheritance reasoning in classifiers

Using data mining to support the construction and maintenance of expert systems

GTKAT: a grounded theory based knowledge acquisition tool for expert systems

Integrating machine learning with knowledge-based systems

Implementation of fuzzy clustering using FUZZY ENVIRON

A formal description technique for the verification of fuzzy knowledge base redundancy and subsumption

Simplified architecture of a fuzzy inference processor

Learning fuzzy rules through neural networks

Fuzzy sets, fuzzy logic and the goals of artificial intelligence

Connectionist computations based on an optical thin-film model

GSN neural network in hardware

An analogue neural network using MCM technology

Simulation of artificial neural networks on the hierarchical network of hypercubes

Speech recognition based on Kohonen self-organizing feature maps and hybrid connectionist systems

The discrimination of short acoustic events by artificial neural networks

A mapping neural network and its application to voiced-unvoiced-silence classification

Neural networks and ambiguity in natural language

Improving the image recognition capability of Hopfield neural networks

A neurocomputing model based on radial basis functions for stereo matching

Educating a neural network for image processing

The mind's eye: reconstructing noise corrupted objects, extracting secondary structure and figure ground separation

Design and implementation of video-rate real-time systems incorporating neural networks: experiments and experience

Neural network for connected character recognition

Integration of knowledge acquired by different neural networks

Extraction of high level sequential structure using recurrent neural networks and radial basis functions

Catastrophic forgetting in neural networks: the role of rehearsal mechanisms

Neural networks and models of cognition: a review

Interference and discrimination in trained networks by the backpropagation algorithm

The importance of using multiple styles of generalization

Restrictions on goal-driven searches using rigorously inverted artificial neural network models

Using precepts to augment training set learning

Practical polynomial expansion of input data can improve neurocomputing results

Neural network encoding approach comparison: an empirical study

A learning scheme for bipartite recurrent networks and its performance

Well-balanced learning for reducing the variance of summed squared errors

Relational connectionist networks

SOTA-a visualisation tool for ART neural networks

The chaotic self-organizing map

Bistability, noise, and information processing in sensory neurons

Combining engineering models with biophysical models to analyze a biological neural network: the electrosensory system of sharks, skates and rays

On neural networks for symbolic processing

Brains, neural networks and expert systems

Is the fusion of fuzzy logic, neuroscience and chaos possible?

1993 First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems

Learning fuzzy rules through neural networks

Content Provider	IEEE Xplore Digital Library
Author	Kasabov, N.K.
Copyright Year	1993
Description	Author affiliation: Dept. of Inf. Sci., Otago Univ., Dunedin, New Zealand (Kasabov, N.K.)
Abstract	Presents a method for learning fuzzy rules through training a neural network with the backpropagation algorithm. Membership functions for the fuzzy concepts participating in the rules can also be learned through the proposed scheme. The learned fuzzy rules can then be implemented in a fuzzy inference machine, and a function which approximates the real goal function between the independent input variables and the dependent output variables can be derived. This approach has been compared with the regression analysis approach on the example of a simple forecasting problem. Both neural networks and fuzzy systems have shown superior accuracy. Mixing of the three approaches is also discussed.<>
Starting Page	137
Ending Page	139
File Size	331885
Page Count	3
File Format	PDF
ISBN	0818642602
DOI	10.1109/ANNES.1993.323062
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1993-11-24
Publisher Place	New Zealand
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Fuzzy neural networks Neural networks Fuzzy sets Regression analysis Temperature Backpropagation algorithms Feedforward neural networks Information science Input variables Problem-solving
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in