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Volumn 122, Issue , 2011, Pages 281-286

Selective ensemble approach for classification of datasets with incomplete values

Author keywords

Incomplete data; Local complete pattern; Selective ensemble classification

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFICATION ALGORITHM; DATA SETS; DELETION METHODS; INCOMPLETE DATA; LEARNING PERFORMANCE; LOCAL COMPLETE PATTERN; MULTIPLE COMPONENTS; SELECTIVE ENSEMBLE CLASSIFICATION; SELECTIVE ENSEMBLES; UCI MACHINE LEARNING REPOSITORY;

EID: 84555204764     PISSN: 18675662     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-25664-6_33     Document Type: Conference Paper
Times cited : (5)

References (12)
  • 1
    • 50949109918 scopus 로고    scopus 로고
    • A selective bayes classifier for classifying incomplete data based on gain ratio
    • Chen, J., Huang, H., Tian, F., Tian, S.: A Selective Bayes Classifier for Classifying Incomplete Data Based on Gain Ratio. Knowledge-Based Systems 21, 530-534 (2008)
    • (2008) Knowledge-Based Systems , vol.21 , pp. 530-534
    • Chen, J.1    Huang, H.2    Tian, F.3    Tian, S.4
  • 3
    • 32644448761 scopus 로고    scopus 로고
    • Method for self-extracting diagnostic rules of blood stasis syndrome based on decision tree
    • Qu, H., Mao, L., Wang, J.: Method for Self-Extracting Diagnostic Rules of Blood Stasis Syndrome Based on Decision Tree. Chinese Journal of Biomedical Engineering 24, 709-711, 727 (2005)
    • (2005) Chinese Journal of Biomedical Engineering , vol.24 , Issue.709-711 , pp. 727
    • Qu, H.1    Mao, L.2    Wang, J.3
  • 4
    • 70349922936 scopus 로고    scopus 로고
    • Building a binary outranking relation in uncertain, imprecise and multi-experts contexts: The application of evidence theory
    • Boujelben, M.A., Smet, Y.D., Frikha, A., Chabchoub, H.: Building A Binary Outranking Relation in Uncertain, Imprecise and Multi-experts Contexts: The application of Evidence Theory. International Journal of Approximate Reasoning 50, 1259-1278 (2009)
    • (2009) International Journal of Approximate Reasoning , vol.50 , pp. 1259-1278
    • Boujelben, M.A.1    Smet, Y.D.2    Frikha, A.3    Chabchoub, H.4
  • 5
    • 71849095326 scopus 로고    scopus 로고
    • Topological solution of missing attribute values problem in incomplete information tables
    • Salama, A.S.: Topological Solution of Missing Attribute Values Problem in Incomplete Information Tables. Information Sciences 180, 631-639 (2010)
    • (2010) Information Sciences , vol.180 , pp. 631-639
    • Salama, A.S.1
  • 6
    • 34250013587 scopus 로고    scopus 로고
    • Large-scale regulatory network analysis from microarray data: Modified bayesian network learning and association rule mining
    • Huang, Z., Li, J., Su, H., Watts, G.S., Chen, H.: Large-scale Regulatory Network Analysis from Microarray Data: Modified Bayesian Network Learning and Association Rule Mining. Decision Support Systems 43, 1207-1225 (2007)
    • (2007) Decision Support Systems , vol.43 , pp. 1207-1225
    • Huang, Z.1    Li, J.2    Su, H.3    Watts, G.S.4    Chen, H.5
  • 9
    • 61849098236 scopus 로고    scopus 로고
    • Pruning an ensemble of classifiers via reinforcement learning
    • Partalas, I., Tsoumakas, P.G., Vlahavas, I.: Pruning an Ensemble of Classifiers via Reinforcement Learning. Neurocomputing 72, 1900-1909 (2009)
    • (2009) Neurocomputing , vol.72 , pp. 1900-1909
    • Partalas, I.1    Tsoumakas, P.G.2    Vlahavas, I.3
  • 10
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging Predictors. Machine Learning 24, 123-140 (1996)
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 11
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalize of on-line learning and an application to boosting
    • Freund, Y., Schapire, R.E.: A Decision-Theoretic Generalize of On-Line Learning and An Application to Boosting. Journal of Computer and System Sciences 55, 119-139 (1997)
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 12
    • 0004204162 scopus 로고    scopus 로고
    • Morgan Kaufmann Publishers Elsevier
    • Witten, I.H., Frank, E.: Data Mining. Morgan Kaufmann Publishers, Elsevier (2005)
    • (2005) Data Mining
    • Witten, I.H.1    Frank, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.