메뉴 건너뛰기




Volumn 5788 LNCS, Issue , 2009, Pages 554-561

Exploration of bagging ensembles comprising genetic fuzzy models to assist with real estate appraisals

Author keywords

Bagging ensembles; Genetic fuzzy systems; KEEL; Real estate appraisal; Regression models

Indexed keywords

BAGGING APPROACH; EVOLUTIONARY FUZZY SYSTEMS; GENETIC FUZZY SYSTEMS; GENETIC-FUZZY; MACHINE-LEARNING; PREDICTION ACCURACY; REAL ESTATE; REGRESSION MODEL;

EID: 76249108618     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04394-9_67     Document Type: Conference Paper
Times cited : (22)

References (22)
  • 1
    • 55549103698 scopus 로고    scopus 로고
    • KEEL: A Software Tool to Assess Evolutionary Algorithms for Data Mining Problems
    • Alcalá-Fdez, J., et al.: KEEL: A Software Tool to Assess Evolutionary Algorithms for Data Mining Problems. Soft Computing 13(3), 307-318 (2009)
    • (2009) Soft Computing , vol.13 , Issue.3 , pp. 307-318
    • Alcalá-Fdez, J.1
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging Predictors
    • Breiman, L.: Bagging Predictors. Machine Learning 24(2), 123-140 (1996)
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 6
    • 0036683734 scopus 로고    scopus 로고
    • Casillas, J., Cordón, O., Herrera, F.: COR: A Methodology to Improve ad hoc Data-Driven Linguistic Rule Learning Methods by Inducing Cooperation Among Rules. IEEE Trans. on System, Man and Cybernetics, Part B: Cybernetics 32(4), 526-537 (2002)
    • Casillas, J., Cordón, O., Herrera, F.: COR: A Methodology to Improve ad hoc Data-Driven Linguistic Rule Learning Methods by Inducing Cooperation Among Rules. IEEE Trans. on System, Man and Cybernetics, Part B: Cybernetics 32(4), 526-537 (2002)
  • 7
    • 61849183105 scopus 로고    scopus 로고
    • Bagging for Gaussian Process Regression
    • Chen, T., Ren, J.: Bagging for Gaussian Process Regression. Neurocomputing 72(7-9), 1605-1610 (2009)
    • (2009) Neurocomputing , vol.72 , Issue.7-9 , pp. 1605-1610
    • Chen, T.1    Ren, J.2
  • 8
    • 0031268161 scopus 로고    scopus 로고
    • A Three-stage Evolutionary Process for Learning Descriptive and Approximate Fuzzy Logic Controller Knowledge Bases from Examples
    • Cordón, O., Herrera, F.: A Three-stage Evolutionary Process for Learning Descriptive and Approximate Fuzzy Logic Controller Knowledge Bases from Examples. International Journal of Approximate Reasoning 17(4), 369-407 (1997)
    • (1997) International Journal of Approximate Reasoning , vol.17 , Issue.4 , pp. 369-407
    • Cordón, O.1    Herrera, F.2
  • 11
    • 0006640241 scopus 로고    scopus 로고
    • Improving the Fuzzy System Performance by Fuzzy System Ensemble
    • Kim, D.: Improving the Fuzzy System Performance by Fuzzy System Ensemble. Fuzzy Sets and Systems 98(1), 43-56 (1998)
    • (1998) Fuzzy Sets and Systems , vol.98 , Issue.1 , pp. 43-56
    • Kim, D.1
  • 12
    • 48249090550 scopus 로고    scopus 로고
    • From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier
    • Rutkowski, L, Tadeusiewicz, R, Zadeh, L.A, Zurada, J.M, eds, ICAISC 2008, Springer, Heidelberg
    • Korytkowski, M., Rutkowski, L., Scherer, R.: From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2008. LNCS (LNAI), vol. 5097, pp. 265-272. Springer, Heidelberg (2008)
    • (2008) LNCS (LNAI , vol.5097 , pp. 265-272
    • Korytkowski, M.1    Rutkowski, L.2    Scherer, R.3
  • 15
    • 0027205884 scopus 로고
    • A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning
    • Moller, F.: A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning. Neural Networks 6, 525-533 (1990)
    • (1990) Neural Networks , vol.6 , pp. 525-533
    • Moller, F.1
  • 16
    • 77949901722 scopus 로고    scopus 로고
    • Ensemble Learning
    • Polikar, R.: Ensemble Learning. Scholarpedia 4(1), 27-76 (2009)
    • (2009) Scholarpedia , vol.4 , Issue.1 , pp. 27-76
    • Polikar, R.1
  • 18
    • 0025448521 scopus 로고
    • The Strength of Weak Learnability
    • Schapire, R.E.: The Strength of Weak Learnability. Mach. Learning 5(2), 197-227 (1990)
    • (1990) Mach. Learning , vol.5 , Issue.2 , pp. 197-227
    • Schapire, R.E.1
  • 19
    • 76249104228 scopus 로고    scopus 로고
    • Wang, I., Witten, I.H.: Induction of Model Trees for Predicting Continuous Classes. In: van Someren, M., Widmer, G. (eds.) ECML 1997. LNCS, 1224, pp. 128-137. Springer, Heidelberg (1997)
    • Wang, I., Witten, I.H.: Induction of Model Trees for Predicting Continuous Classes. In: van Someren, M., Widmer, G. (eds.) ECML 1997. LNCS, vol. 1224, pp. 128-137. Springer, Heidelberg (1997)
  • 21
    • 0026692226 scopus 로고
    • Stacked Generalization
    • Wolpert, D.H.: Stacked Generalization. Neural Networks 5(2), 241-259 (1992)
    • (1992) Neural Networks , vol.5 , Issue.2 , pp. 241-259
    • Wolpert, D.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.