Ensemble one-class classifiers based on hybrid diversity generation and pruning

被引：0
|
作者：
Liu, Jia-Chen [1 ]
Miao, Qi-Guang [1 ]
Cao, Ying [1 ]
Song, Jian-Feng [1 ]
Quan, Yi-Ning [1 ]
机构：
[1] School of Computer Science and Technology, Xidian University, Xi'an,710071, China
来源：
Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology | 2015年 / 37卷 / 02期
关键词：
D O I：
10.11999/JEIT140161
中图分类号：
学科分类号：
摘要：
23
引用
收藏
页码：386 / 393
相关论文
共 50 条
  • [41] Using binary classifiers for one-class classification
    Kang, Seokho
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 187
  • [42] BAGGED ONE-CLASS CLASSIFIERS IN THE PRESENCE OF OUTLIERS
    Segui, Santi
    Igual, Laura
    Vitria, Jordi
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2013, 27 (05)
  • [43] Clustering-based proxy measure for optimizing one-class classifiers
    Yu, Jaehong
    Kang, Seokho
    PATTERN RECOGNITION LETTERS, 2019, 117 : 37 - 44
  • [44] Evaluation of Density One-Class Classifiers for Item-based Filtering
    Lampropoulos, Aristomenis S.
    Tsihrintzis, George A.
    2013 FOURTH INTERNATIONAL CONFERENCE ON INFORMATION, INTELLIGENCE, SYSTEMS AND APPLICATIONS (IISA 2013), 2013, : 159 - 164
  • [45] ILCOC: An Incremental Learning Framework based on Contrastive One-class Classifiers
    Sun, Wenju
    Zhang, Jing
    Wang, Danyu
    Geng, Yangli-Ao
    Li, Qingyong
    2021 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2021, 2021, : 3575 - 3583
  • [46] ROTATION BASED ENSEMBLE OF ONE-CLASS SUPPORT VECTOR MACHINES
    Liu, Wei-Tao
    Xing, Hong-Jie
    PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 1, 2018, : 178 - 183
  • [47] A New One Class Classifier Based on Ensemble of Binary Classifiers
    Habibi Aghdam, Hamed
    Jahani Heravi, Elnaz
    Puig, Domenec
    COMPUTER ANALYSIS OF IMAGES AND PATTERNS, CAIP 2015, PT II, 2015, 9257 : 242 - 253
  • [48] Efficient Data Point Pruning for One-Class SVM
    Fujiwara, Yasuhiro
    Kanai, Sekitoshi
    Arai, Junya
    Ida, Yasutoshi
    Ueda, Naonori
    THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, : 3590 - 3597
  • [49] Combining one-class classifiers to classify missing data
    Juszczak, P
    Duin, RPW
    MULTIPLE CLASSIFIER SYSTEMS, PROCEEDINGS, 2004, 3077 : 92 - 101
  • [50] Acoustic Fall Detection Using One-Class Classifiers
    Popescu, Mihail
    Mahnot, Abhishek
    2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, : 3505 - 3508
12345