A new Similarity Measure for the Context Quantization based on the Statistic Counting Model

被引:0
作者
Wang, Fuyan [1 ]
Chen, Min [2 ]
Zhang, Yiping [3 ]
Zhao, Qin [1 ]
机构
[1] Kunming Univ, Informat & Technol Coll, Kunming, Peoples R China
[2] Yunnan Police Coll, Informat Secur Coll, Kunming, Peoples R China
[3] Yunnan Police Coll, Dept Technol & Sci, Kunming, Peoples R China
来源
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE (LEMCS 2015) | 2015年 / 117卷
关键词
Similarity measure; Context modeling; Amazing measure; description length; COMPRESSION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, one new similarity measure which holds better mathematical description is given and discussed in details. The increment of the amazing measure, which denotes the similarity measure between two count vectors is discussed in this paper and its corresponding properties are also explained. We also give the analysis and the proof to explain the efficiency of the proposed similarity measure. The experimental results indicate that when using the proposed similarity measure, the corresponding results for different applications can be optimized.
引用
收藏
页码:1797 / 1800
页数:4
相关论文
共 50 条
  • [31] Fuzzy Inference Based on Similarity Measure
    Zhang, Cheng-yi
    Zhou, Hou-yong
    Li, Juan
    FUZZY INFORMATION AND ENGINEERING, VOLUME 2, 2009, 62 : 1057 - +
  • [32] Similarity Measure For Course Efficiency Estimation based on the Wechat Platform
    Bu, Chunfen
    Chen, Min
    Liu, Aijiao
    Zhao, Qin
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE (LEMCS 2015), 2015, 117 : 1801 - 1804
  • [33] UTSM: A Trajectory Similarity Measure Considering Uncertainty Based on an Amended Ellipse Model
    Guo, Ning
    Shekhar, Shashi
    Xiong, Wei
    Chen, Luo
    Jing, Ning
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 8 (11)
  • [34] A Novel Similarity Measure Model for Multivariate Time Series Based on LMNN and DTW
    Shen, Jingyi
    Huang, Weiping
    Zhu, Dongyang
    Liang, Jun
    NEURAL PROCESSING LETTERS, 2017, 45 (03) : 925 - 937
  • [35] A New Similarity Measure-Based Collaborative Filtering Approach for Recommender Systems
    Wang, Wei
    Lu, Jie
    Zhang, Guangquan
    FOUNDATIONS OF INTELLIGENT SYSTEMS (ISKE 2013), 2014, 277 : 443 - 452
  • [36] A New Similarity Measure Between Vague Sets
    Zhang, Bing-Jiang
    FUZZY SYSTEMS & OPERATIONS RESEARCH AND MANAGEMENT, 2016, 367 : 125 - 132
  • [37] A New Similarity Measure for an Ontology Matching System
    Otero-Cerdeira, Lorena
    Rodriguez-Martinez, Francisco J.
    Valencia-Requejo, Tito
    Gomez-Rodriguez, Alma
    KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT, IC3K 2014, 2015, 553 : 257 - 272
  • [38] A new similarity measure for generalized fuzzy numbers
    T. Allahviranloo
    S. Abbasbandy
    S. Hajighasemi
    Neural Computing and Applications, 2012, 21 : 289 - 294
  • [39] A new similarity measure for generalized fuzzy numbers
    Allahviranloo, T.
    Abbasbandy, S.
    Hajighasemi, S.
    NEURAL COMPUTING & APPLICATIONS, 2012, 21 : S289 - S294
  • [40] A New Similarity Measure Method for Vague Sets
    Xie, Gang
    Yang, Jiangbo
    Li, Yun
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 3634 - 3638