Test Case Selection for Neural Network via Data Mutation

被引:0
|
作者
Cao, Xue-Jie [1 ]
Chen, Jun-Jie [1 ]
Yan, Ming [1 ]
You, Han-Mo [1 ]
Wu, Zhuo [2 ]
Wang, Zan [1 ,2 ]
机构
[1] College of Intelligence and Computing, Tianjin University, Tianjin,300350, China
[2] School of New Media and Communication, Tianjin University, Tianjin,300350, China
来源
Ruan Jian Xue Bao/Journal of Software | 2024年 / 35卷 / 11期
关键词
Compendex;
D O I
10.13328/j.cnki.jos.007005
中图分类号
学科分类号
摘要
Software testing
引用
收藏
页码:4973 / 4992
相关论文
共 50 条
  • [31] Analysis of electrical test data using a neural network approach
    Koppenhoefer, B
    Wuerthner, S
    Ludwig, L
    Rosenstiel, W
    Kuge, HH
    Hummel, M
    Federl, P
    1997 IEEE/SEMI ADVANCED SEMICONDUCTOR MANUFACTURING CONFERENCE AND WORKSHOP - ASMC 97 PROCEEDINGS: THEME - THE QUEST FOR SEMICONDUCTOR MANUFACTURING EXCELLENCE: LEADING THE CHARGE INTO THE 21ST CENTURY, 1997, : 37 - 41
  • [32] Automatic Mutation Test Input Data Generation via Ant Colony
    Ayari, K.
    Bouktif, S.
    Antoniol, G.
    GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2, 2007, : 1074 - 1081
  • [33] Test Data Selection Based on Applying Mutation Testing to Decision Tree Models
    Siveira, Beatriz N. C.
    Durelli, Vinicius H. S.
    Santos, Sebastiao H. N.
    Durelli, Rafael S.
    Delamaro, Marcio E.
    Souza, Simone R. S.
    PROCEEDINGS OF THE 8TH BRAZILIAN SYMPOSIUM ON SYSTEMATIC AND AUTOMATED SOFT-WARE TESTING, SAST 2023, 2023, : 38 - 46
  • [34] Software Test Case Generation & Test Oracle Design using Neural Network
    Majma, Negar
    Babamir, Seyed Morteza
    2014 22ND IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2014, : 1168 - 1173
  • [35] Nonlinear Feature Selection Neural Network via Structured Sparse Regularization
    Wang, Rong
    Bian, Jintang
    Nie, Feiping
    Li, Xuelong
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (11) : 9493 - 9505
  • [36] Feature Selection of Network Data VIA ℓ2,p Regularization
    Ruizhi Zhou
    Lingfeng Niu
    Cognitive Computation, 2020, 12 : 1217 - 1232
  • [37] Neural Network Based Test Case Prioritization in Software Engineering
    Thakur, Akshit
    Sharma, Gitika
    ADVANCED INFORMATICS FOR COMPUTING RESEARCH, PT II, 2019, 956 : 334 - 345
  • [38] Enhancing multi-objective test case selection through the mutation operator
    Ugarte, Miriam
    Valle, Pablo
    Illarramendi, Miren
    Arrieta, Aitor
    AUTOMATED SOFTWARE ENGINEERING, 2025, 32 (01)
  • [39] A genetic algorithm with modified tournament selection and efficient deterministic mutation for evolving neural network
    Kim, Dong-Sun
    Kim, Hyun-Sik
    Chung, Duck-Jin
    ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, 2006, 3971 : 723 - 731
  • [40] EATS: Efficient Adaptive Test Case Selection for Deep Neural Networks
    Meng, Huanze
    Zhang, Zhiyi
    Ding, Yuchen
    Chen, Shuxian
    Yao, Yongming
    2024 IEEE 24TH INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY, QRS, 2024, : 36 - 48