A reduction technique for nearest-neighbor classification: Small groups of examples

被引：0
|
作者：
Kubat, Miroslav [1 ]
Cooperson Jr., Martin [2 ]
机构：
[1] Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL 33146, United States
[2] Center for Advanced Computer Studies, University of Louisiana at Lafayette, Lafayette, LA 70504-4330, United States
来源：
Intelligent Data Analysis | 2001年 / 5卷 / 06期
关键词：
Classification accuracy - Example selection - Nearest neighbor classification - Nearest Neighbor classifier - Reduction techniques - Sub classifiers - Training sets - voting;
D O I：
10.3233/ida-2001-5603
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：463 / 476
相关论文
共 50 条
  • [31] Tensored nearest-neighbor classifiers
    Chalasani, V
    Beling, PA
    1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, 1998, : 2913 - 2916
  • [32] NEAREST-NEIGHBOR CLASSIFIER FOR THE PERCEPTRON
    BOUTEN, M
    VANDENBROECK, C
    EUROPHYSICS LETTERS, 1994, 26 (01): : 69 - 74
  • [33] NEAREST-NEIGHBOR ANALYSIS IN PRACTICE
    HINZ, PN
    IOWA STATE JOURNAL OF RESEARCH, 1987, 62 (02): : 199 - 217
  • [34] Kernel nearest-neighbor algorithm
    Yu, K
    Ji, L
    Zhang, XG
    NEURAL PROCESSING LETTERS, 2002, 15 (02) : 147 - 156
  • [35] NEAREST-NEIGHBOR ANALYSIS IN PRACTICE
    HINZ, PN
    BIOMETRICS, 1985, 41 (04) : 1087 - 1087
  • [36] The N-tree: an indexing technique for nearest-neighbor queries
    Najjar, Faiza
    Slimani, Hassenet
    2006 IEEE INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, VOLS 1-3, 2006, : 460 - +
  • [37] Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification
    Villegas, Mauricio
    Paredes, Roberto
    2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12, 2008, : 1928 - 1935
  • [38] Kernel Nearest-Neighbor Algorithm
    Kai Yu
    Liang Ji
    Xuegong Zhang
    Neural Processing Letters, 2002, 15 : 147 - 156
  • [39] NEAREST-NEIGHBOR DISTANCES IN MICROCLUSTERS
    BRIANT, CL
    BURTON, JJ
    SURFACE SCIENCE, 1975, 51 (02) : 345 - 351
  • [40] Range nearest-neighbor query
    Hu, HB
    Lee, DL
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2006, 18 (01) : 78 - 91
12345