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Volumn , Issue , 2010, Pages 219-226

Seeing is believing: The importance of visualization in real-world machine learning applications

Author keywords

[No Author keywords available]

Indexed keywords

AMOUNT OF INFORMATION; EMERGING TOPICS; KNOWLEDGE EXTRACTION; MACHINE LEARNING APPLICATIONS; MAKING PROCESS; REAL-WORLD; VISUALIZATION METHOD;

EID: 84887043005     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (26)

References (38)
  • 1
    • 7444228338 scopus 로고    scopus 로고
    • The CRISP-DM model: The new blueprint for Data Mining
    • C. Shearer, The CRISP-DM model: The new blueprint for Data Mining, Journal of Data Warehousing, 5(4):13-22, 2000.
    • (2000) Journal of Data Warehousing , vol.5 , Issue.4 , pp. 13-22
    • Shearer, C.1
  • 3
    • 0002283033 scopus 로고    scopus 로고
    • From Data Mining to Knowledge Discovery in Databases
    • U. Fayyad, G. Piatetski-Shapiro and P. Smith, From Data Mining to Knowledge Discovery in Databases, AI Magazine, 17 (3): 37-54, 1996.
    • (1996) AI Magazine , vol.17 , Issue.3 , pp. 37-54
    • Fayyad, U.1    Piatetski-Shapiro, G.2    Smith, P.3
  • 13
    • 84887119884 scopus 로고    scopus 로고
    • J. Steele, N. Iliinsky, editors. Beautiful Visualization, O'Reilly Media
    • N. Iliinsky, On beauty. In J. Steele, N. Iliinsky, editors. Beautiful Visualization, O'Reilly Media, 2010.
    • (2010) On Beauty
    • Iliinsky, N.1
  • 15
    • 84976833679 scopus 로고
    • A review and taxonomy of distortion-oriented presentation techniques
    • Y. K. Leung and M. D. Apperley. A review and taxonomy of distortion-oriented presentation techniques. ACM Transactions on Computer-Human Interaction, 1 (2): 126-160, 1994.
    • (1994) ACM Transactions On Computer-Human Interaction , vol.1 , Issue.2 , pp. 126-160
    • Leung, Y.K.1    Apperley, M.D.2
  • 16
    • 33847360579 scopus 로고    scopus 로고
    • Visualizing distortions and recovering topology in continuous projection techniques
    • M. Aupetit, Visualizing distortions and recovering topology in continuous projection techniques, Neurocomputing, 70 (7-9): 1304-1330, 2007.
    • (2007) Neurocomputing , vol.70 , Issue.7-9 , pp. 1304-1330
    • Aupetit, M.1
  • 19
    • 61849137245 scopus 로고    scopus 로고
    • Quality assessment of dimensionality reduction: Rank-based criteria
    • J. A. Lee and M. Verleysen, Quality assessment of dimensionality reduction: Rank-based criteria, Neurocomputing, 72(7-9): 1431-1443, 2009.
    • (2009) Neurocomputing , vol.72 , Issue.7-9 , pp. 1431-1443
    • Lee, J.A.1    Verleysen, M.2
  • 23
    • 0003209045 scopus 로고
    • Self-Organizing Maps
    • Springer, 3rd edition, Last edition published in
    • T. Kohonen. Self-Organizing Maps, Springer Series in Information Sciences, vol.30, Springer, 3rd edition, 1995. Last edition published in 2001.
    • (1995) Springer Series In Information Sciences , vol.30
    • Kohonen, T.1
  • 25
    • 0036565797 scopus 로고    scopus 로고
    • Hierarchical GTM: Constructing localized non-linear projection manifolds in a principled way
    • P. Tino and I. Nabney, Hierarchical GTM: Constructing localized non-linear projection manifolds in a principled way, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24 (5): 639-656, 2002.
    • (2002) IEEE Transactions On Pattern Analysis and Machine Intelligence , vol.24 , Issue.5 , pp. 639-656
    • Tino, P.1    Nabney, I.2
  • 27
    • 77952299959 scopus 로고    scopus 로고
    • SpectraClassifier 1.0: A user friendly, automated MRS-based classifier-development system
    • S. Ortega-Martorell, I. Olier, M. JuliàSapé and C. Arús, SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system, BMC Bioinformatics, 11(1):106, 2010.
    • (2010) BMC Bioinformatics , vol.11 , Issue.1 , pp. 106
    • Ortega-Martorell, S.1    Olier, I.2    JuliàSapé, M.3    Arús, C.4
  • 29
    • 78650818681 scopus 로고    scopus 로고
    • Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database
    • A. Vellido, E. Romero, F. González, L. Belanche, M. Julià-Sapé and C. Arús, Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database, Neurocomputing, 72(13-15):3085-3097, 2009.
    • (2009) Neurocomputing , vol.72 , Issue.13-15 , pp. 3085-3097
    • Vellido, A.1    Romero, E.2    González, F.3    Belanche, L.4    Julià-Sapé, M.5    Arús, C.6
  • 30
    • 33846927781 scopus 로고    scopus 로고
    • Gait quality assessment using selforganising artificial neural networks
    • G.J. Barton, A. Lees, P.J.G. Lisboa and S. Attfield, Gait quality assessment using selforganising artificial neural networks, Gait and Posture, 25(3):374-379, 2007.
    • (2007) Gait and Posture , vol.25 , Issue.3 , pp. 374-379
    • Barton, G.J.1    Lees, A.2    Lisboa, P.J.G.3    Attfield, S.4
  • 31
    • 33746773585 scopus 로고    scopus 로고
    • Handling outliers in brain tumour MRS data analysis through robust topographic mapping
    • A. Vellido and P.J.G. Lisboa, Handling outliers in brain tumour MRS data analysis through robust topographic mapping, Computers in Biology and Medicine, 36(10):1049-1063, 2006.
    • (2006) Computers In Biology and Medicine , vol.36 , Issue.10 , pp. 1049-1063
    • Vellido, A.1    Lisboa, P.J.G.2
  • 34
    • 70349887791 scopus 로고    scopus 로고
    • Network analysis of genes regulated in renal diseases: Implications for a molecular-based classification
    • S.K. Bhavnani, F. Eichinger, S. Martini, P. Saxman, H.V. Jagadish and M. Kretzler, Network analysis of genes regulated in renal diseases: implications for a molecular-based classification, BMC Bioinformatics, 10(Suppl 9):S3, 2009.
    • (2009) BMC Bioinformatics , vol.10 , Issue.SUPPL. 9
    • Bhavnani, S.K.1    Eichinger, F.2    Martini, S.3    Saxman, P.4    Jagadish, H.V.5    Kretzler, M.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.