Rule Learning and Extraction Using a Hybrid Neural Network: A Case Study on Fault Detection and Diagnosis
A hybrid network, based on the integration of Fuzzy ARTMAP (FAM) and the Rectangular Basis Function Network (RecBFN), is proposed for rule learning and extraction problems. The underlying idea for such integration is that FAM operates as a classifier to cluster data samples based on similarity, whil...
| Main Authors: | Tan, Shing Chiang, Lim, Chee Peng |
|---|---|
| Format: | Article |
| Published: |
2005
|
| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/2386/ |
Similar Items
A hybrid neural network model for rule generation and its application to process fault detection and diagnosis
by: TAN, S, et al.
Published: (2007)
by: TAN, S, et al.
Published: (2007)
A hybrid neural network model for rule generation and its application to process fault detection and diagnosis
by: S. C., Tan, et al.
Published: (2007)
by: S. C., Tan, et al.
Published: (2007)
A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm
by: Tan, Shing Chiang, et al.
Published: (2008)
by: Tan, Shing Chiang, et al.
Published: (2008)
A mutation-based evolving neural network model and its application to condition monitoring
by: Tan, Shing Chiang, et al.
Published: (2007)
by: Tan, Shing Chiang, et al.
Published: (2007)
Adaptive Case Based Reasoning for Fault Diagnosis
by: Pang, Shen Yee, et al.
Published: (2009)
by: Pang, Shen Yee, et al.
Published: (2009)
Machinery fault diagnosis using advanced correlation filters
by: Loo, C. K., et al.
Published: (2007)
by: Loo, C. K., et al.
Published: (2007)
Machinery fault diagnosis using advanced correlation filters
by: Loo, C. K., et al.
Published: (2007)
by: Loo, C. K., et al.
Published: (2007)
An adaptive fuzzy min-max conflict-resolving classifier
by: Tan, , Shing Chiang, et al.
Published: (2006)
by: Tan, , Shing Chiang, et al.
Published: (2006)
A cooperative learning model for the fuzzy ARTMAP-dynamic decay adjustment network with the genetic algorithm
by: Tan, Shing Chiang, et al.
Published: (2007)
by: Tan, Shing Chiang, et al.
Published: (2007)
Fuzzy ARTMAP dynamic decay adjustment: An improved fuzzy ARTMAP model with a conflict resolving facility
by: Tan, Shing Chiang, et al.
Published: (2008)
by: Tan, Shing Chiang, et al.
Published: (2008)
Rule-Based Approach For Detecting Botnet Based On Domain Name System
by: Alieyan, Kamal Ibrahim Ahmed
Published: (2018)
by: Alieyan, Kamal Ibrahim Ahmed
Published: (2018)
Multi-frequency approach to fault dictionary of linear analog fault diagnosis
by: Chandra Babu, N. Sarat, et al.
Published: (2008)
by: Chandra Babu, N. Sarat, et al.
Published: (2008)
Rule-Based Approach For Detecting Advanced Persistent Threat Using Behavioral Features Of Credential Dumping Technique
by: Ali Mohamed, Nachaat Abdelatif
Published: (2022)
by: Ali Mohamed, Nachaat Abdelatif
Published: (2022)
A Framework For Privacy Diagnosis And
Preservation In Data Publishing
by: Mirakabad, Mohammad Reza Zare
Published: (2010)
by: Mirakabad, Mohammad Reza Zare
Published: (2010)
A Hybrid Intelligent Active Force Controller for Articulated Robot Arms Using Dynamic Structure Neural Network
by: Loo, Chu Kiong, et al.
Published: (2004)
by: Loo, Chu Kiong, et al.
Published: (2004)
Towards a Privacy Diagnosis Centre : Measuring k-anonymity
by: Mirakabad, Mohammad Reza Zare, et al.
Published: (2008)
by: Mirakabad, Mohammad Reza Zare, et al.
Published: (2008)
Metaheuristic-Based Neural Network
Training And Feature Selector For
Intrusion Detection
by: Ghanem, Waheed Ali Hussein Mohammed
Published: (2019)
by: Ghanem, Waheed Ali Hussein Mohammed
Published: (2019)
Morphology approach for features extraction in retinal images for diabetic retionopathy diagnosis
by: Abdurrazaq, Ibrahim, et al.
Published: (2008)
by: Abdurrazaq, Ibrahim, et al.
Published: (2008)
Hybridization Of Optimized Support
Vector Machine And Artificial Neural
Network For The Diabetic Retinopathy
Classification Problem
by: Kader, Nur Izzati Ab
Published: (2019)
by: Kader, Nur Izzati Ab
Published: (2019)
Multi-fish Detection And Tracking Using Track-mask Region
Convolutional Neural Network
by: Alshdaifat, Nawaf Farhan Fankur
Published: (2023)
by: Alshdaifat, Nawaf Farhan Fankur
Published: (2023)
ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network
by: Mohammed Ahmed Saad, Redhwan
Published: (2016)
by: Mohammed Ahmed Saad, Redhwan
Published: (2016)
Stabilization of sequential learning neural network in sonar target classification via a novel approach
by: Lim, , WS, et al.
Published: (2005)
by: Lim, , WS, et al.
Published: (2005)
Covid-19 Misinformation Classification On Twitter In Malaysia Using A Hybrid Adaptive Neuro-Fuzzy Inferences System (Anfis) And Deep Neural Network (Dnn)
by: Ravichandran, Bhavani Devi
Published: (2023)
by: Ravichandran, Bhavani Devi
Published: (2023)
Rule Generation Based On Structural Clustering For Automatic Question Answering
by: Song , Shen
Published: (2009)
by: Song , Shen
Published: (2009)
Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP
by: Loo, C.K., et al.
Published: (2005)
by: Loo, C.K., et al.
Published: (2005)
Advisory Aided System To Institute Of Higher Learning Based On Rules Based And Personality Assessment.
by: Osman, Mohd Azam, et al.
Published: (2007)
by: Osman, Mohd Azam, et al.
Published: (2007)
A prediction-based neural network scheme for lossless data compression
by: Logeswaran, R.
Published: (2002)
by: Logeswaran, R.
Published: (2002)
A Feature Selection Approach Based On Hybridizing Flower Pollination Algorithm With Particle Swarm Optimization For Enhancing The Performance Of Ipv6 Intrusion Detection System
by: Al Ghuraibawi, Adnan Hasan Bdair
Published: (2023)
by: Al Ghuraibawi, Adnan Hasan Bdair
Published: (2023)
Intelligent learning environment: Building hybrid system from standard application and web application
by: Chee, , KS, et al.
Published: (2005)
by: Chee, , KS, et al.
Published: (2005)
Smartal (Student Management Portal): Functional Requirement Analysis To Develop The English Language Diagnosis Module.
by: Rajamanicam, Roshini
Published: (2010)
by: Rajamanicam, Roshini
Published: (2010)
A Short Review Of Neural Network Techniques In Visual Servoing Of Robotic Manipulators.
by: Ramachandram, Dhanesh, et al.
Published: (2003)
by: Ramachandram, Dhanesh, et al.
Published: (2003)
A study on different fault characteristics using wavelet and fast Fourier transforms
by: E., Engu, et al.
Published: (2008)
by: E., Engu, et al.
Published: (2008)
Hybrid Hierarchical Approach For Addressing Service
Discovery Issues In MANETS.
by: Seno, Seyed Amin Hosseini, et al.
Published: (2007)
by: Seno, Seyed Amin Hosseini, et al.
Published: (2007)
CCS501 – NEURAL NETWORKS AND GENETIC ALGORITHMS
CSC513 – ARTIFICIAL NEURAL NETWORKS - SEPT. 2001
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2001)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2001)
Approximate Entropy-Based Epileptic EEG Detection Using Artificial Neural Networks
by: Srinivasan, Vairavan, et al.
Published: (2007)
by: Srinivasan, Vairavan, et al.
Published: (2007)
CCS501 – RANGKAIAN NEURAL DAN ALGORITMA GENETIK
CSC513 – RANGKAIAN NEURAL BUATAN - SEPT. 2001
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2001)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2001)
New hybrid genetic operators for real coded genetic algorithm to compute optimal control of a class of hybrid systems
by: ARUMUGAM, M, et al.
Published: (2005)
by: ARUMUGAM, M, et al.
Published: (2005)
Enhancement of optical images using hybrid edge detection technique
by: Sim, K. S., et al.
Published: (2009)
by: Sim, K. S., et al.
Published: (2009)
A HYBRID GENETIC ALGORITHM FOR OPTICAL ORTHOGONAL CODE CONSTRUCTION
by: Ho, C. K., et al.
Published: (2003)
by: Ho, C. K., et al.
Published: (2003)
Stock Trend Prediction With Neural Network Techniques
by: Mohd Haris Lye Abdullah,
Published: (2003)
by: Mohd Haris Lye Abdullah,
Published: (2003)
Similar Items
-
A hybrid neural network model for rule generation and its application to process fault detection and diagnosis
by: TAN, S, et al.
Published: (2007) -
A hybrid neural network model for rule generation and its application to process fault detection and diagnosis
by: S. C., Tan, et al.
Published: (2007) -
A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm
by: Tan, Shing Chiang, et al.
Published: (2008) -
A mutation-based evolving neural network model and its application to condition monitoring
by: Tan, Shing Chiang, et al.
Published: (2007) -
Adaptive Case Based Reasoning for Fault Diagnosis
by: Pang, Shen Yee, et al.
Published: (2009)