Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks
暂无分享,去创建一个
[1] Mark Craven,et al. Extracting comprehensible models from trained neural networks , 1996 .
[2] Hao Xing,et al. Extract intelligible and concise fuzzy rules from neural networks , 2002, Fuzzy Sets Syst..
[3] T. Martin McGinnity,et al. An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network , 2005, Fuzzy Sets Syst..
[4] Nikola K. Kasabov,et al. Learning fuzzy rules and approximate reasoning in fuzzy neural networks and hybrid systems , 1996, Fuzzy Sets Syst..
[5] Jude W. Shavlik,et al. Using Sampling and Queries to Extract Rules from Trained Neural Networks , 1994, ICML.
[6] Saroj,et al. A Genetic-Fuzzy Algorithm to Discover Fuzzy Classification Rules for Mixed Attributes Datasets , 2011 .
[7] Lale Özbakir,et al. TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks , 2009, Expert Syst. Appl..
[8] Nikola K. Kasabov,et al. On-line learning, reasoning, rule extraction and aggregation in locally optimized evolving fuzzy neural networks , 2001, Neurocomputing.
[9] Sebastian Thrun,et al. Extracting Provably Correct Rules from Artificial Neural Networks , 1993 .
[10] Sushmita Mitra,et al. Fuzzy MLP based expert system for medical diagnosis , 1994, CVPR 1994.
[11] Alex A. Freitas,et al. An Ant Colony Algorithm for Classification Rule Discovery , 2002 .
[12] Jude W. Shavlik,et al. Extracting Refined Rules from Knowledge-Based Neural Networks , 1993, Machine Learning.
[13] Rudolf Kruse,et al. A neuro-fuzzy method to learn fuzzy classification rules from data , 1997, Fuzzy Sets Syst..
[14] Chee Peng Lim,et al. A modified fuzzy min-max neural network with rule extraction and its application to fault detection and classification , 2008, Appl. Soft Comput..
[15] Jude Shavlik,et al. THE EXTRACTION OF REFINED RULES FROM KNOWLEDGE BASED NEURAL NETWORKS , 1993 .
[16] Antonio J. Rivera,et al. GP-COACH: Genetic Programming-based learning of COmpact and ACcurate fuzzy rule-based classification systems for High-dimensional problems , 2010, Inf. Sci..
[17] Duc Truong Pham,et al. Computational Intelligence: for Engineering and Manufacturing , 2007 .
[18] Nelson F. F. Ebecken,et al. Extracting rules from multilayer perceptrons in classification problems: A clustering-based approach , 2006, Neurocomputing.
[19] Rainer Storn,et al. Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..
[20] Hans-Jürgen Zimmermann,et al. Pattern classification with principal component analysis and fuzzy rule bases , 2000, Eur. J. Oper. Res..
[21] R. Krishnan,et al. A search technique for rule extraction from trained neural networks , 1999, Pattern Recognit. Lett..
[22] Lale Özbakir,et al. MEPAR-miner: Multi-expression programming for classification rule mining , 2007, Eur. J. Oper. Res..
[23] Lale Özbakir,et al. A soft computing-based approach for integrated training and rule extraction from artificial neural networks: DIFACONN-miner , 2010, Appl. Soft Comput..
[24] Tharam S. Dillon,et al. Automated knowledge acquisition , 1994, Prentice Hall International series in computer science and engineering.