메뉴 건너뛰기




Volumn 39, Issue 18, 2012, Pages 13193-13201

Data and knowledge visualization with virtual reality spaces, neural networks and rough sets: Application to cancer and geophysical prospecting data

Author keywords

Data and knowledge visualization; Data projection; Neural networks; Rough sets; Virtual reality; Visual data mining

Indexed keywords

CANCER DATA; CAVE DETECTION; CLASSIFICATION PERFORMANCE; COMBINATION OF NEURAL-NETWORK; DATA PROJECTION; HIGH QUALITY; KNOWLEDGE VISUALIZATION; ROUGH SET; STRUCTURE-PRESERVING; SYMBOLIC KNOWLEDGE; VISUAL DATA MINING; VISUAL REPRESENTATIONS;

EID: 84865232860     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.05.082     Document Type: Article
Times cited : (12)

References (30)
  • 6
    • 0001330098 scopus 로고
    • A general coefficient of similarity and some of its properties
    • J.C. Gower A general coefficient of similarity and some of its properties Biometrics 27 1971 857 871
    • (1971) Biometrics , vol.27 , pp. 857-871
    • Gower, J.C.1
  • 9
    • 33747438328 scopus 로고
    • Artificial neural networks for nonlinear projection of multivariate data
    • Jain, A.K.; & Mao, J. (1992). Artificial neural networks for nonlinear projection of multivariate data. In International joint conference on neural networks (Vol. 2, pp. 335-340).
    • (1992) International Joint Conference on Neural Networks , vol.2 , pp. 335-340
    • Jain, A.K.1    Mao, J.2
  • 13
    • 0029270805 scopus 로고
    • Artificial neural networks for feature extraction and multivariate data projection
    • J. Mao, and A.K. Jain Artificial neural networks for feature extraction and multivariate data projection IEEE Transactions on Neural Networks 6 1995 296 317
    • (1995) IEEE Transactions on Neural Networks , vol.6 , pp. 296-317
    • Mao, J.1    Jain, A.K.2
  • 15
    • 79952193762 scopus 로고    scopus 로고
    • A set of new Chebyshev Kernel functions for support vector machine pattern classification
    • S. Ozer, C.H. Chen, and H.A. Cirpan A set of new Chebyshev Kernel functions for support vector machine pattern classification Pattern Recognition 44 7 2011 1435 1447
    • (2011) Pattern Recognition , vol.44 , Issue.7 , pp. 1435-1447
    • Ozer, S.1    Chen, C.H.2    Cirpan, H.A.3
  • 18
    • 84887006810 scopus 로고
    • A non-linear mapping for data structure analysis
    • J.W. Sammon A non-linear mapping for data structure analysis IEEE Transactions on Computers C-18 1969 401 408
    • (1969) IEEE Transactions on Computers , vol.C-18 , pp. 401-408
    • Sammon, J.W.1
  • 21
    • 53749107899 scopus 로고    scopus 로고
    • Dimensionality reduction based on rough set theory: A review
    • K. Thangavel, and A. Pethalakshmi Dimensionality reduction based on rough set theory: A review Applied Soft Computing 9 1 2009 1 12
    • (2009) Applied Soft Computing , vol.9 , Issue.1 , pp. 1-12
    • Thangavel, K.1    Pethalakshmi, A.2
  • 23
    • 0036434598 scopus 로고    scopus 로고
    • Similarity-based heterogeneous neurons in the context of general observational models
    • J.J. Valdés Similarity-based heterogeneous neurons in the context of general observational models Neural Network World 12 5 2002 499 507 (Pubitemid 35369776)
    • (2002) Neural Network World , vol.12 , Issue.5 , pp. 499-507
    • Valdes, J.J.1
  • 25
    • 8344284292 scopus 로고    scopus 로고
    • Virtual reality representation of information systems and decision rules: An exploratory technique for understanding data and knowledge structure
    • Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing
    • Valdés, J. J. (2003). Virtual reality representation of information systems and decision rules: An exploratory tool for understanding data and knowledge. In International conference on rough sets, fuzzy sets, data mining and granular computing. Lecture notes in artificial intelligence (Vol. 2639, pp. 615-618). (Pubitemid 36658029)
    • (2003) Lecture Notes in Computer Science , Issue.2639 , pp. 615-618
    • Valdes, J.J.1
  • 26
    • 10444251799 scopus 로고    scopus 로고
    • Building virtual reality spaces for visual data mining with hybrid evolutionary-classical optimization: Application to microarray gene expression data
    • Valdés, J. J. (2004). Building virtual reality spaces for visual data mining with hybrid evolutionary-classical optimization: Application to microarray gene expression data. In IASTED international joint conference on artificial intelligence and soft computing (pp. 161-166).
    • (2004) IASTED International Joint Conference on Artificial Intelligence and Soft Computing , pp. 161-166
    • Valdés, J.J.1
  • 27
    • 33750106001 scopus 로고    scopus 로고
    • Virtual reality visual data mining with nonlinear discriminant neural networks: Application to leukemia and alzheimer gene expression data
    • DOI 10.1109/IJCNN.2005.1556291, 1556291, Proceedings of the International Joint Conference on Neural Networks, IJCNN 2005
    • Valdés, J. J.; & Barton, A. J. (2005). Virtual reality visual data mining with nonlinear discriminant neural networks: Application to leukemia and alzheimer gene expression data. In International joint conference on neural networks (pp. 2475-2480). (Pubitemid 44591586)
    • (2005) Proceedings of the International Joint Conference on Neural Networks , vol.4 , pp. 2475-2480
    • Valdes, J.J.1    Barton, A.J.2
  • 29
    • 0025208603 scopus 로고
    • Optimised internal representation of multilayer classifier networks performs nonlinear discriminant analysis
    • DOI 10.1016/0893-6080(90)90019-H
    • A.R. Webb, and D. Lowe The optimized internal representation of a multilayer classifier performs nonlinear discriminant analysis Neural Networks 3 4 1990 367 375 (Pubitemid 20721109)
    • (1990) Neural Networks , vol.3 , Issue.4 , pp. 367-375
    • Webb Andrew, R.1    Lowe David2
  • 30
    • 0035429376 scopus 로고    scopus 로고
    • Ensembles of classifiers based on approximate reducts
    • J. Wróblewski Ensembles of classifiers based on approximate reducts Fundamenta Informaticae 47 3-4 2001 351 360 (Pubitemid 33105745)
    • (2001) Fundamenta Informaticae , vol.47 , Issue.3-4 , pp. 351-360
    • Wroblewski, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.