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Publicaciones Soportadas por el Proyecto KEEL
  Accountable: Pedro Villar Castro (member_email)




Main  Journal Contributions: Published

Jump to Year:   2007  2006  2005  2004  2003  2002  2001  2000  1998



2007

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  H. Ishibuchi, Y. Nojima. Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning. International Journal of Approximate Reasoning 44:1 (2007) 4-31   Pdf bib
 
  E. Van Broekhoven, V. Adriaenssens, B. De Baets. Interpretability-preserving genetic optimization of linguistic terms in fuzzy models for fuzzy ordered classification: An ecological case study. International Journal of Approximate Reasoning 44:1 (2007) 65-90   Pdf bib
 

2006

  K.H. Quah, C. Quek. FITSK: online local learning with generic fuzzy input Takagi-Sugeno-Kang fuzzy framework for nonlinear system estimation. IEEE Transactions on Systems, Man and Cybernetics, Part B 36:1 (2006) 166-178   Pdf bib
 
  S.M. Zhou, J.Q. Gan. Constructing accurate and parsimonious fuzzy models with distinguishable fuzzy sets based on an entropy measure. Fuzzy Sets and Systems 157:8 (2006) 1057-1074   Pdf bib
 

2005

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  L.J. Herrera, H. Pomares, I. Rojas, O. Valenzuela, A. Prieto. TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy. Fuzzy Sets and Systems 153:3 (2005) 403-427   Pdf bib
 
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  H. Wang, S. Kwong, Y.C. Jin, W. Wei, K.F. Man. Multi-objective hierarchical genetic algorithm for interpretable fuzzy. Fuzzy Sets and Systems 149:1 (2005) 149-186   Pdf bib
 
  H. Wang, S. Kwong, J. Yaochu, W. Wei, K.F. Man. Agent-based evolutionary approach for interpretable rule-based knowledge extraction. IEEE Transactions on Systems, Man and Cybernetics, Part C 35:2 (2005) 143-155   Pdf bib
 

2004

  P. Carmona, J.L. Castro, J.M. Zurita. Learning maximal structure fuzzy rules with exceptions. Fuzzy Sets and Systems 146:1 (2004) 63-77   Pdf bib
 
  P. Carmona, J.L. Castro, J.M. Zurita. FRIwE: fuzzy rule identification with exceptions. IEEE Transactions on Fuzzy Systems 12:1 (2004) 140-151   Pdf bib
 
  M.Y. Chen, D.A. Linkens. Rule-base self-generation and simplification for data-driven fuzzy models. Fuzzy Sets and Systems 142:2 (2004) 243-265   Pdf bib
 
  S. Guillaume, B. Charnomordic. Generating an interpretable family of fuzzy partitions from data. IEEE Transactions on Fuzzy Systems 12:3 (2004) 324-335   Pdf bib
 
  S.Y. Ho, H.M. Chen, S.J. Ho, T.K. Chen. Design of accurate classifiers with a compact fuzzy-rule base using an evolutionary scatter partition of feature space. IEEE Transactions on Systems, Man and Cybernetics, Part B 34:2 (2004) 1031-1044   Pdf bib
 
  M. Jamei, M. Mahfouf, D.A. Linkens. Elicitation and fine-tuning of fuzzy control rules using symbiotic evolution. Fuzzy Sets and Systems 147:1 (2004) 57-74   Pdf bib
 
  K. Maertens, T.A. Johansen, R. Babuska. Engine load prediction in off-road vehicles using multi-objective nonlinear identification. Control Engineering Practice 12:5 (2004) 615-624   Pdf bib
 
  R.P. Paiva, A. Dourado. Interpretability and learning in neuro-fuzzy systems. Fuzzy Sets and Systems 147:1 (2004) 17-38   Pdf bib
 
  W. Pedrycz. Heterogeneous fuzzy logic networks: fundamentals and development studies. IEEE Transactions on Neural Networks 15:6 (2004) 1466-1481   Pdf bib
 
  L.P. Tan, A. Lotfi, E. Lai, J.B. Hull. Soft computing applications in dynamic model identification of polymer extrusion process. Applied Soft Computing 4:4 (2004) 345-355   Pdf bib
 

2003

  J. Abonyi, F. Szeifert. Supervised fuzzy clustering for the identification of fuzzy classifiers. Pattern Recognition Letters 24:14 (2003) 2195-2207   Pdf bib
 
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  R. Babuska, H. Verbruggen. Neuro-fuzzy methods for nonlinear system identification. Annual Reviews in Control 27:1 (2003) 73-85   Pdf bib
 
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  M. Drobics, U. Bodenhofer, E.P. Klement. FS-FOIL: an inductive learning method for extracting interpretable fuzzy descriptions. International Journal of Approximate Reasoning 32:2-3 (2003) 131-152   Pdf bib
 
  D.D. Nauck. Fuzzy data analysis with NEFCLASS. International Journal of Approximate Reasoning 32:2-3 (2003) 103-130   Pdf bib
 
  J.A. Roubos, M. Setnes, J. Abonyi. Learning fuzzy classification rules from labeled data. Information Sciences 150:1-2 (2003) 77-93   Pdf bib
 
  T. Sudkamp, A. Knapp, J. Knapp. Model generation by domain refinement and rule reduction. IEEE Transactions on Systems, Man and Cybernetics, Part B 33:1 (2003) 45-55   Pdf bib
 

2002

  G. Bortolan, W. Pedrycz. Fuzzy descriptive models: an interactive framework of information granulation [ECG data]. IEEE Transactions on Fuzzy Systems 10:6 (2002) 743-755   Pdf bib
 
  G. Castellano, A.M. Fanelli, C. Mencar. A neuro-fuzzy network to generate human-understandable knowledge from data. Cognitive Systems Research 3:2 (2002) 125-144   Pdf bib
 
  F.J. de Souza, M.M.R. Vellasco, M.A.C. Pacheco. Hierarchical neuro-fuzzy quadtree models. Fuzzy Sets and Systems 130:2 (2002) 189-205   Pdf bib
 
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2001

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  S. Guillaume. Designing fuzzy inference systems from data: An interpretability-oriented review. IEEE Transactions on Fuzzy Systems 9:3 (2001) 426-443   Pdf bib
 
  A. Krone, H. Taeger. Data-based fuzzy rule test for fuzzy modelling. Fuzzy Sets and Systems 123:3 (2001) 343-358   Pdf bib
 
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  T. Suzuki, T. Kodama, T. Furuhashi, H. Tsut. Fuzzy modeling using genetic algorithms with fuzzy entropy as conciseness measure. Information Sciences 136:1-4 (2001) 53-67   Pdf bib
 

2000

  Y.C. Jin. Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement. IEEE Transactions on Fuzzy Systems 8:2 (2000) 212-221   Pdf bib
 
  R. Silipo, M.R. Berthold. Input features impact on fuzzy decision processes. IEEE Transactions on Systems, Man and Cybernetics, Part B 30:6 (2000) 821-834   Pdf bib
 

1998

  M. Setnes, R. Babuska, H. Verbruggen. Complexity reduction in fuzzy modeling. Mathematics and Computers in Simulation 46:5-6 (1998) 507-516   Pdf bib
 
  M. Setnes, R. Babuska, H. Verbruggen. Rule-based modeling: precision and transparency. IEEE Transactions on Systems, Man and Cybernetics, Part C 28:1 (1998) 165-169   Pdf bib
 
  J. Yen, L. Wang, C.W. Gillespie. Improving the interpretability of TSK fuzzy models by combining global learning and local learning. IEEE Transactions on Fuzzy Systems 6:4 (1998) 530-537   Pdf bib
 




Main  Conference Contributions

Jump to Year:   2004  2003  2002  2001  2000  1999  1998  1997  1996



2004

  J. Casillas, M. Mucientes. Obtaining a fuzzy controller with high interpretability in mobile robots navigation. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2004). Budapest (Hungary, 2004) 1637-1642   Pdf bib
 
  C. Moraga. A metasemantics to refine fuzzy if-then rules. 34th International Symposium on Multiple-Valued Logic (ISMVL 2004). Toronto (Canada, 2004) 148-153   Pdf bib
 
  S.M. Zhou, J.Q. Gan. Improving the interpretability of takagi-sugeno fuzzy model by using linguistic modifiers and a multiple objective learning scheme. IEEE International Joint Conference on Neural Networks (IJCNN04). Budapest (Hungary, 2004) 2385-2390   Pdf bib
 

2003

  S. Chang, S. Greenberg. Syllable-proximity evaluation in automatic speech recognition using fuzzy measures and a fuzzy integral. 12th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'03). St Louis (USA, 2003) 828-833   Pdf bib
 
  S.R. Cuesta, I. Diaz, A.A. Cuadrado, A.B. Diez. A visual approach for fuzzy rule induction. IEEE Conference Emerging Technologies and Factory Automation (ETFA'03). Lisbon (Portugal, 2003) 761-767   Pdf bib
 
  D.D. Nauck. Measuring interpretability in rule-based classification systems. The 12th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'03). St Louis (USA, 2003) 196-201   Pdf bib
 
  S. Nefti, K. Djouani. Extended fuzzy clustering algorithm based on an inclusion concept. 12th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'03). St Louis (USA, 2003) 869-874   Pdf bib
 

2002

  J.F.M. Amaral, R. Tanscheit, M.A.C. Pacheco, M.M.R. Vellasco. Evolutionary fuzzy system design and implementation. 9th International Conference on Neural Information Processing (ICONIP '02). (Singapore, 2002) 1872-1876   Pdf bib
 
  U. Bodenhofer. Application perspectives of fuzzy orderings. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'02). Honolulu (USA, 2002) 1357-1362   Pdf bib
 
  M.R. Delgado, F. Von Zuben, F. Gomide. Multi-objective decision making: towards improvement of accuracy, interpretability and design autonomy in hierarchical genetic fuzzy systems. 2002 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'02). Honolulu (USA, 2002) 1222-1227   Pdf bib
 
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  O. Kaynak, K. Jezernik, A. Szeghegvi. Complexity reduction of rule based models: a survey. IEEE International Conference on Fuzzy Systems ( FUZZ-IEEE'02). Honolulu (USA, 2002) 1216-1221   Pdf bib
 
  Q. Shen, J.G. Marin-Blazquez. Microtuning of membership functions: accuracy vs. interpretability. 2002 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'02). Honolulu (USA, 2002) 168-173   Pdf bib
 

2001

  P. Angelov, R. Buswell. Evolving rule-based models: A tool for intelligent adaptation. Joint 9th IFSA World Congress and 20th NAFIPS International Conference. Vancouver (Canada, 2001) 1062-1067   Pdf bib
 
  M.R. Berthold. Subsampling conflicts to construct better fuzzy rules. Joint 9th IFSA World Congress and 20th NAFIPS International Conference. Vancouver (Canada, 2001) 1098-1103   Pdf bib
 
  M.Y. Chen, D.A. Linkens. A systematic method for fuzzy modeling from numerical data. IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC '01). Tucson (USA, 2001) 28-33   Pdf bib
 
  T. Furuhashi, T. Suzuki. On interpretability of fuzzy models based on conciseness measure. The 10th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'01). Melbourne (Australia, 2001) 284-287   Pdf bib
 
  S. Guillaume, B. Charnomordic, A. Titli. A distance metric suitable for fuzzy partitioning. 10th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'01). Melbourne (Australia, 2001) 264-267   Pdf bib
 

2000

  G. Castellano, A.M. Fanelli. A staged approach for generation and compression of fuzzy classification rules. Ninth IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2000). San Antonio (USA, 2000) 42-47   Pdf bib
 
  F. Hoppner, F. Klawonn. Obtaining interpretable fuzzy models from fuzzy clustering and fuzzy regression. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies (KES00). Brighton (UK, 2000) 162-165   Pdf bib
 

1999

  H. Ishibuchi, T. Nakashima. Genetic-algorithm-based approach to linguistic approximation of nonlinear functions with many input variables. 1999 IEEE International Fuzzy Systems Conference ( FUZZ-IEEE '99). Seoul (Korea, 1999) 779-784   Pdf bib
 
  R. Kowalczyk. On numerical and linguistic quantification in linguistic approximation. IEEE International Conference on Systems, Man, and Cybernetics ( IEEE SMC '99). Tokyo (Japan, 1999) 326-331   Pdf bib
 

1998

  P. Baranyi, S. Mizik, L.T. Koczy, T.D. Gedeon, I. Nagy. Fuzzy rule base interpolation based on semantic revision. IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC '98). San Diego (USA, 1998) 1306-1311   Pdf bib
 

1997

  G.V. Tan, X. Hu. More on designing fuzzy controllers using genetic algorithms: guided constrained optimisation. Sixth IEEE International Conference on Fuzzy Systems (FUZZ-IEEE97). Barcelona (Spain, 1997) 497-502   Pdf bib
 

1996

  O. Nelles, M. Fischer, B. Muller. Fuzzy rule extraction by a genetic algorithm and constrained nonlinear optimization of membership functions. Fifth IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 96). New Orleans (USA, 1996) 213-219   Pdf bib
 




If you would like to add a new reference in this specific topic, please contact:
     Pedro Villar Castro (member_email)



 
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