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Volumn , Issue , 2016, Pages 641-646

Human-centered machine learning through interactive visualization: Review and open challenges

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPLEX NETWORKS; DATA HANDLING; DATA VISUALIZATION; INFORMATION ANALYSIS; LEARNING SYSTEMS; NEURAL NETWORKS;

EID: 84994116585     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (67)

References (18)
  • 4
    • 84920541067 scopus 로고    scopus 로고
    • Power to the people: The role of humans in interactive machine learning
    • S. Amershi, M. Cakmak, W. Knox, and T. Kulesza. Power to the people: The role of humans in interactive machine learning. AI Magazine, 35(4):105-120, 2014.
    • (2014) AI Magazine , vol.35 , Issue.4 , pp. 105-120
    • Amershi, S.1    Cakmak, M.2    Knox, W.3    Kulesza, T.4
  • 11
    • 84886672540 scopus 로고    scopus 로고
    • A partition-based framework for building and validating regression models
    • T. Mühlbacher and H. Piringer. A partition-based framework for building and validating regression models. IEEE Trans. Vis. Comput. Graph., 19(12):1962-1971, 2013.
    • (2013) IEEE Trans. Vis. Comput. Graph. , vol.19 , Issue.12 , pp. 1962-1971
    • Mühlbacher, T.1    Piringer, H.2
  • 12
    • 84855803166 scopus 로고    scopus 로고
    • Baobabview: Interactive construction and analysis of decision trees 2011
    • VAST 2011, Providence, Rhode Island, USA, October 23-28, 2011
    • S. van den Elzen and J. van Wijk. Baobabview: Interactive construction and analysis of decision trees. In 2011 IEEE Conference on Visual Analytics Science and Technology, VAST 2011, Providence, Rhode Island, USA, October 23-28, 2011, pages 151-160, 2011.
    • (2011) IEEE Conference on Visual Analytics Science and Technology , pp. 151-160
    • Van Elzen Den, S.1    Van Wijk, J.2
  • 15
    • 84867631961 scopus 로고    scopus 로고
    • Design study methodology: Reflections from the trenches and the stacks
    • M. Sedlmair, M. Meyer, and T. Munzner. Design study methodology: Reflections from the trenches and the stacks. IEEE Trans. Vis. Comput. Graph., 18(12):2431-2440, 2012.
    • (2012) IEEE Trans. Vis. Comput. Graph. , vol.18 , Issue.12 , pp. 2431-2440
    • Sedlmair, M.1    Meyer, M.2    Munzner, T.3
  • 16
    • 0020799406 scopus 로고
    • Direct manipulation: A step beyond programming languages
    • B. Shneiderman. Direct manipulation: A step beyond programming languages. IEEE Computer, 16(8):57-69, 1983.
    • (1983) IEEE Computer , vol.16 , Issue.8 , pp. 57-69
    • Shneiderman, B.1
  • 17
    • 78149256590 scopus 로고    scopus 로고
    • Mental models, visual reasoning and interaction in information visualization: A top-down perspective
    • Z. Liu and J. Stasko. Mental models, visual reasoning and interaction in information visualization: A top-down perspective. IEEE Trans. Vis. Comput. Graph., 16(6):999-1008, 2010.
    • (2010) IEEE Trans. Vis. Comput. Graph. , vol.16 , Issue.6 , pp. 999-1008
    • Liu, Z.1    Stasko, J.2
  • 18
    • 84877607226 scopus 로고    scopus 로고
    • Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation
    • J. A. Lee, E. Renard, G. Bernard, P. Dupont, and M. Verleysen. Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation. Neurocomputing, 112:92-108, 2013.
    • (2013) Neurocomputing , vol.112 , pp. 92-108
    • Lee, J.A.1    Renard, E.2    Bernard, G.3    Dupont, P.4    Verleysen, M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.