Instance-based learning using the half-space proximal graph

被引:0
|
作者
Talamantes, Ariana [1 ]
Chavez, Edgar [1 ]
机构
[1] CICESE Research Center, Ensenada, Mexico
关键词
Center nodes - Classification time - Half space proximal graph - Half spaces - Instance-Based Learning - K-Nearest-neighbor rule - KNN classififier - Majority rule - Nearest-neighbour - Probabilistics;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:88 / 95
相关论文
共 50 条
  • [41] Efficient instance-based learning on data streams
    Beringer, Juergen
    Huellermeier, Eyke
    INTELLIGENT DATA ANALYSIS, 2007, 11 (06) : 627 - 650
  • [42] Instance-based ensemble pruning for imbalanced learning
    Zhi, Weimei
    Guo, Huaping
    Fan, Ming
    Ye, Yangdong
    INTELLIGENT DATA ANALYSIS, 2015, 19 (04) : 779 - 794
  • [43] Numeric prediction using instance-based learning with encoding length selection
    Kilpatrick, D
    Cameron-Jones, M
    PROGRESS IN CONNECTIONIST-BASED INFORMATION SYSTEMS, VOLS 1 AND 2, 1998, : 984 - 987
  • [44] An optimization algorithm based on active and instance-based learning
    Fuentes, O
    Solorio, T
    MICAI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2004, 2972 : 242 - 251
  • [45] Data reduction for instance-based learning using entropy-based partitioning
    Son, SH
    Kim, JY
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, PT 3, 2006, 3982 : 590 - 599
  • [46] Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques
    Khan, Aunsia
    Liu, Lian-Sheng
    Usman, Muhammad
    Fong, Simon
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2016, 6 (04) : 1111 - 1118
  • [47] Reduction Technique for Instance-based Learning Using Distributed Genetic Algorithms
    Al-Ramadin, Tahseen A.
    INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2011, 4 (03): : 47 - 60
  • [48] MIGTNet: Metapath Instance-based Graph Transformation Network for heterogeneous graph embedding
    Park, Jongmin
    Jeong, Soohwan
    Lee, Byung Suk
    Lim, Sungsu
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2023, 149 : 390 - 401
  • [49] Version space retraction with instance-based boundary sets
    Smirnov, EN
    Braspenning, PJ
    ARTIFICIAL INTELLIGENCE: METHODOLOGY SYSTEMS AND APPLICATIONS, 1998, 1480 : 389 - 402
  • [50] Reduction of search space for instance-based classifier combination
    Sukov, Anatoly
    Borisov, Arkady
    COMPUTATIONAL INTELLIGENCE, THEORY AND APPLICATION, 2006, : 555 - +