A comprehensive comparative study of clustering-based unsupervised defect prediction models

被引:0
|
作者
Xu, Zhou [1 ,2 ]
Li, Li [3 ]
Yan, Meng [1 ,2 ]
Liu, Jin [4 ]
Luo, Xiapu [5 ]
Grundy, John [3 ]
Zhang, Yifeng [4 ]
Zhang, Xiaohong [1 ,2 ]
机构
[1] Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education, China
[2] School of Big Data and Software Engineering, Chongqing University, Chongqing, China
[3] Faculty of Information Technology, Monash University, Australia
[4] School of Computer Science, Wuhan University, Wuhan, China
[5] Department of Computing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong
关键词
Data Analytics;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Energy Demand Prediction with Optimized Clustering-Based Federated Learning
    Perry, Dylan
    Wang, Ning
    Ho, Shen-Shyang
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [42] CLUSTERING-BASED FAST INTRA PREDICTION MODE ALGORITHM FOR HEVC
    Jaballah, Sami
    Rouis, Kais
    Tahar, Jamel Belhadj
    2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2015, : 1850 - 1854
  • [43] Clustering-based identification for the prediction of splitting tensile strength of concrete
    Tutmez, Bulent
    COMPUTERS AND CONCRETE, 2009, 6 (02): : 155 - 165
  • [44] On the relative value of clustering techniques for Unsupervised Effort-Aware Defect Prediction
    Yang, Peixin
    Zhu, Lin
    Zhang, Yanjiao
    Ma, Chuanxiang
    Liu, Liming
    Yu, Xiao
    Hu, Wenhua
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 245
  • [45] Adaptive Clustering-Based Change Prediction for Refreshing Web Repository
    Manaskasemsak, Bundit
    Pumjang, Petchpoom
    Rungsawang, Arnon
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2015, PT I, 2015, 9155 : 516 - 528
  • [46] Seminal Quality Prediction Using Clustering-Based Decision Forests
    Wang, Hong
    Xu, Qingsong
    Zhou, Lifeng
    ALGORITHMS, 2014, 7 (03) : 405 - 417
  • [47] Clustering-Based Scenario-Aware LTE Grant Prediction
    Brand, Peter
    Sabih, Muhammad
    Falk, Joachim
    Sue, Jonathan Ah
    Teich, Juergen
    2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2020,
  • [48] A Clustering-Based Deep Learning Method for Water Level Prediction
    Wang, Chih-Ping
    Liu, Duen-Ren
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2024, E107 (12) : 1538 - 1541
  • [49] Clustering-based identification of TS-models: Comparison on a groundwater model case study
    Vernieuwe, H
    De Baets, B
    Verhoest, NEC
    2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 2004, : 1685 - 1690
  • [50] Clustering-Based Construction of Hidden Markov Models for Generative Kernels
    Bicego, Manuele
    Cristani, Marco
    Murino, Vittorio
    Pekalska, Elzbieta
    Duin, Robert P. W.
    ENERGY MINIMIZATION METHODS IN COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 2009, 5681 : 466 - +