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Volumn 35, Issue C, 2014, Pages 19-33

Mining sparse and big data by case-based reasoning

Author keywords

Big data mining; Case based reasoning; Data mining; Image processing; Novelty detection; Similarity measure; Sparse data mining

Indexed keywords

BIG DATA; DATA MINING; DIGITAL STORAGE; IMAGE PROCESSING; KNOWLEDGE BASED SYSTEMS; PROBLEM SOLVING;

EID: 84924104810     PISSN: None     EISSN: 18770509     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2014.08.081     Document Type: Conference Paper
Times cited : (30)

References (26)
  • 1
    • 84864194236 scopus 로고    scopus 로고
    • Introduction to case-based reasoning for signals and images
    • In: P. Perner (Ed.) Springer Verlag
    • Perner, P., Introduction to Case-Based Reasoning for Signals and Images, In: P. Perner (Ed.) Case-Based Reasoning on Signals and Images, Springer Verlag 2007
    • (2007) Case-Based Reasoning on Signals and Images
    • Perner, P.1
  • 2
    • 0005289260 scopus 로고
    • Case-based and symbolic classification
    • In: Wess, St., Althoff, K.-D., Richter, M.M. (Eds.), Springer, Berlin
    • Wess St, Globig Chr, Case-based and symbolic classification. In: Wess, St., Althoff, K.-D., Richter, M.M. (Eds.), Topics in Case-Based Reasoning. Springer, Berlin, 1994, pp. 77-91.
    • (1994) Topics in Case-Based Reasoning , pp. 77-91
    • Wess, S.1    Chr, G.2
  • 3
    • 35048890148 scopus 로고    scopus 로고
    • Maintenance memories: Beyond concepts and techniques for case base maintenance
    • ECCBR
    • Iglezakis I, Reinartz Th, Roth-Berghofer Th, Maintenance Memories: Beyond Concepts and Techniques for Case Base Maintenance. Advances in Case-Based Reasoning, ECCBR 2004, p. 227-241.
    • (2004) Advances in Case-Based Reasoning , pp. 227-241
    • Iglezakis, I.1    Reinartz, T.2    Roth-Berghofer, T.3
  • 5
    • 84956694977 scopus 로고    scopus 로고
    • Why case-based reasoning is attractive for image interpretation
    • In: D. Aha, I. Watson (Eds.), Springer Verlag lnai 2080
    • Perner P, Why Case-Based Reasoning is Attractive for Image Interpretation, In: D. Aha, I. Watson (Eds.), Case-Bases Reasoning Research and Developments, Springer Verlag 2001, lnai 2080, pp. 27-44.
    • (2001) Case-Bases Reasoning Research and Developments , pp. 27-44
    • Perner, P.1
  • 8
    • 0036722408 scopus 로고    scopus 로고
    • Formalising optimal feature weight settings in case-based diagnosis as linear programming problems
    • Zhang L, Coenen F, Leng P, Formalising optimal Feature Weight Settings in Case-Based Diagnosis as Linear Programming Problems, Knowledge-Based Systems 15 (2002), 391-298.
    • (2002) Knowledge-Based Systems , vol.15 , pp. 391-298
    • Zhang, L.1    Coenen, F.2    Leng, P.3
  • 10
    • 26944438457 scopus 로고    scopus 로고
    • Learning feature weights from case order feedback
    • ICCBR, Springer Verlag
    • Stahl A, Learning Feature Weights from Case Order Feedback, 4th International Conference on Case-Based Reasoning, ICCBR, 2001, Springer Verlag, p. 430-454.
    • (2001) 4th International Conference on Case-Based Reasoning , pp. 430-454
    • Stahl, A.1
  • 12
    • 33749332766 scopus 로고    scopus 로고
    • Building similarity metrics reflecting utility in case-based reasoning
    • IOS Press
    • Xiong N, Funk P. Building similarity metrics reflecting utility in case-based reasoning, Journal of Intelligent & Fuzzy Systems, IOS Press, pp. 407-416.
    • Journal of Intelligent & Fuzzy Systems , pp. 407-416
    • Xiong, N.1    Funk, P.2
  • 14
    • 33646065322 scopus 로고    scopus 로고
    • Case-base maintenance by conceptual clustering of graphs
    • Perner P, Case-base maintenance by conceptual clustering of graphs, Engineering Applications of Artificial Intelligence, vol. 19, No. 4, 2006, pp. 381-295.
    • (2006) Engineering Applications of Artificial Intelligence , vol.19 , Issue.4 , pp. 381-295
    • Perner, P.1
  • 15
    • 33750693396 scopus 로고    scopus 로고
    • Conceptual Clustering and Case Generalization of two dimensional Forms
    • Jaenichen S, Perner P, Conceptual Clustering and Case Generalization of two dimensional Forms, Computational Intelligence, vol. 22 , No.3/4, 2006, 177-193.
    • (2006) Computational Intelligence , vol.22 , Issue.3-4 , pp. 177-193
    • Jaenichen, S.1    Perner, P.2
  • 16
    • 58249143167 scopus 로고    scopus 로고
    • Concepts for novelty detection and handling based on a case-based reasoning process scheme
    • February Engineering Applications of Artificial Intelligence, Volume 22, Issue 1, February 2009, Pages 86-91 Case-Based Reasoning a Review, The Knowledge Engineering Review, Vol. 20: 3, Special Issue
    • Perner P, Concepts for novelty detection and handling based on a case-based reasoning process scheme Engineering Applications of Artificial Intelligence, Volume 22, Issue 1, February 2009, Pages 86-Engineering Applications of Artificial Intelligence, Volume 22, Issue 1, February 2009, Pages 86-91 Case-Based Reasoning a Review, The Knowledge Engineering Review, Vol. 20: 3, Special Issue.
    • (2009) Engineering Applications of Artificial Intelligence , vol.22 , Issue.1 , pp. 86
    • Perner, P.1
  • 17
  • 18
    • 0001856308 scopus 로고    scopus 로고
    • Using CBR learning for the low-level and high-level unit of a image interpretation system
    • In: Sameer Singh (Eds.), Springer Verlag
    • Perner P, Using CBR Learning for the Low-Level and High-Level Unit of a Image Interpretation System, In: Sameer Singh (Eds.), Advances in Pattern Recognition, Springer Verlag 1998, pp. 45-54
    • (1998) Advances in Pattern Recognition , pp. 45-54
    • Perner, P.1
  • 19
    • 84899458384 scopus 로고    scopus 로고
    • Temporal abstractions and case-based reasoning for medical course data: Two prognostic applications
    • In: P. Perner (Ed.), Springer-Verlag: Berlin Heidelberg
    • Schmidt R, Gierl L, Temporal Abstractions and Case-Based Reasoning for Medical Course Data: Two Prognostic Applications, In: P. Perner (Ed.), Machine Learning and Data Mining in Pattern Recognition, MLDM2001, lnai 2123, Springer-Verlag: Berlin Heidelberg, p. 23-34, 2001.
    • (2001) Machine Learning and Data Mining in Pattern Recognition, MLDM2001 , vol.2123 , pp. 23-34
    • Schmidt, R.1    Gierl, L.2
  • 20
    • 35048820539 scopus 로고    scopus 로고
    • A case-based classification of respiratory sinus arrhythmia
    • In: Funk P, Gonzalez Calero PA (Eds.), ECCBR Springer-Verlag: Berlin Heidelberg
    • Funk P, A Case-Based Classification of Respiratory Sinus Arrhythmia, In: Funk P, Gonzalez Calero PA (Eds.), Advances in Case-Based Reasoning, ECCBR 2004, lnai 3155, Springer-Verlag: Berlin Heidelberg, p. 673-685, 2004.
    • (2004) Advances in Case-Based Reasoning , vol.3155 , pp. 673-685
    • Funk, P.1
  • 21
    • 43449084041 scopus 로고    scopus 로고
    • Prototype-based classification
    • Perner P, Prototype-Based Classification, Applied Intelligence, 28(3): 238-246 (2008)
    • (2008) Applied Intelligence , vol.28 , Issue.3 , pp. 238-246
    • Perner, P.1
  • 22
    • 85015561311 scopus 로고    scopus 로고
    • The problem of normalization and a normalized similarity measure by online data
    • Attig A., Perner P., The Problem of Normalization and a Normalized Similarity Measure by Online Data, Transactions on Case-Based Reasoning Vol. 4, No 1 (2011) 3-17
    • (2011) Transactions on Case-Based Reasoning , vol.4 , Issue.1 , pp. 3-17
    • Attig, A.1    Perner, P.2
  • 24
    • 84903829536 scopus 로고    scopus 로고
    • A novel method for the interpretation of spectrometer signals based on delta-modulation and similarity determination
    • In: L. Barolli, Kin Fun Li, T. Enokido, F. Xhafa, M. Takizawa (Eds.) Victoria Canada
    • Perner P., A Novel Method for the Interpretation of Spectrometer Signals based on Delta-Modulation and Similarity Determination, In: L. Barolli, Kin Fun Li, T. Enokido, F. Xhafa, M. Takizawa (Eds.), Proc. IEEE 28th International Conference on Advanced Information Networking and Applications AINA 2014, Victoria Canada, pp. 1154-1160, DOI 10.1109/AINA.2014.44.
    • (2014) Proc. IEEE 28th International Conference on Advanced Information Networking and Applications AINA , pp. 1154-1160
    • Perner, P.1
  • 25
    • 70350398927 scopus 로고    scopus 로고
    • Case-based collective inference for maritime object classification
    • In: Lorraine McGinty, David C. Wilson (Eds.), lncs
    • Gupta K.M., Aha D., Moore Ph, Case-Based Collective Inference for Maritime Object Classification, In: Lorraine McGinty, David C. Wilson (Eds.), Case-Based Reasoning Research and Development, lncs Vol. 5650, 2009, pp 434-449
    • (2009) Case-Based Reasoning Research and Development , vol.5650 , pp. 434-449
    • Gupta, K.M.1    Aha, D.2    Moore Ph.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.