CART data analysis to attain interpretability in a Fuzzy Logic Classifier
暂无分享,去创建一个
[1] Michio Sugeno,et al. Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.
[2] Ralf Mikut,et al. Interpretability issues in data-based learning of fuzzy systems , 2005, Fuzzy Sets Syst..
[3] James P. Egan,et al. Signal detection theory and ROC analysis , 1975 .
[4] Xizhao Wang,et al. On the optimization of fuzzy decision trees , 2000, Fuzzy Sets Syst..
[5] Louis Wehenkel,et al. A complete fuzzy decision tree technique , 2003, Fuzzy Sets Syst..
[6] Ajith Abraham,et al. Feature deduction and ensemble design of intrusion detection systems , 2005, Comput. Secur..
[7] Stephen L. Chiu,et al. Fuzzy Model Identification Based on Cluster Estimation , 1994, J. Intell. Fuzzy Syst..
[8] Serge Guillaume,et al. Designing fuzzy inference systems from data: An interpretability-oriented review , 2001, IEEE Trans. Fuzzy Syst..
[9] Zuhair Bandar,et al. On constructing a fuzzy inference framework using crisp decision trees , 2006, Fuzzy Sets Syst..
[10] Ferenc Szeifert,et al. Data-driven generation of compact, accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization , 2003, Int. J. Approx. Reason..
[11] Dimitrios I. Fotiadis,et al. A methodology for automated fuzzy model generation , 2008, Fuzzy Sets Syst..
[12] John Q. Gan,et al. Low-level interpretability and high-level interpretability: a unified view of data-driven interpretable fuzzy system modelling , 2008, Fuzzy Sets Syst..
[13] Isabelle Guyon,et al. Design of experiments for the NIPS 2003 variable selection benchmark , 2003 .
[14] Hidetomo Ichihashi,et al. Neuro-fuzzy ID3: a method of inducing fuzzy decision trees with linear programming for maximizing entropy and an algebraic method for incremental learning , 1996, Fuzzy Sets Syst..
[15] E. H. Mamdani,et al. An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller , 1999, Int. J. Man Mach. Stud..
[16] Lotfi A. Zadeh,et al. Fuzzy Logic Toolbox User''''s Guide , 1995 .
[17] E. Chong,et al. Fuzzy modeling by induction and pruning of decision trees , 1994, Proceedings of 1994 9th IEEE International Symposium on Intelligent Control.
[18] William Nick Street,et al. Breast Cancer Diagnosis and Prognosis Via Linear Programming , 1995, Oper. Res..
[19] José F. Moreno,et al. CART-based feature selection of hyperspectral images for crop cover classification , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).
[20] Alexander E. Gegov,et al. Complexity Management in Fuzzy Systems - A Rule Base Compression Approach , 2007, Studies in Fuzziness and Soft Computing.
[21] Wei-Yin Loh,et al. Classification and regression trees , 2011, WIREs Data Mining Knowl. Discov..
[22] Kim-Fung Man,et al. Agent-based evolutionary approach for interpretable rule-based knowledge extraction , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[23] José Valente de Oliveira,et al. Semantic constraints for membership function optimization , 1999, IEEE Trans. Syst. Man Cybern. Part A.
[24] John Q. Gan,et al. An Unsupervised Kernel Based Fuzzy C-Means Clustering Algorithm With Kernel Normalisation , 2004, Int. J. Comput. Intell. Appl..
[25] Steve R. Gunn,et al. Result Analysis of the NIPS 2003 Feature Selection Challenge , 2004, NIPS.