Enhancing Software Cost Estimation Using Feature Selection and Machine Learning Techniques

被引：1
|
作者：
Mansoor, Fizza [1 ]
Alim, Muhammad Affan [2 ,5 ]
Jilani, Muhammad Taha [3 ]
Alam, Muhammad Monsoor [4 ,5 ]
Su’ud, Mazliham Mohd [5 ]
机构：
[1] Department of Software Engineering, FAST-National University of Computer & Emerging Sciences, Karachi,75030, Pakistan
[2] Faculty of Engineering Science and Technology, IQRA University, Karachi,72500, Pakistan
[3] Department of Computer Science, Bahria Univesity, Karachi,74800, Pakistan
[4] Faculty of Computing, Riphah International University, Islamabad,44600, Pakistan
[5] Faculty of Computing and Informatics, Multimedia University (MMU), Selangor, Cyberjaya,63100, Malaysia
来源：
Computers, Materials and Continua | 2024年 / 81卷 / 03期
关键词：
Adversarial machine learning;
D O I：
10.32604/cmc.2024.057979
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：4603 / 4624
相关论文
共 50 条
  • [31] A taxonomy of machine learning techniques for construction cost estimation
    Karadimos, Panagiotis
    Anthopoulos, Leonidas
    INNOVATIVE INFRASTRUCTURE SOLUTIONS, 2024, 9 (11)
  • [32] Feature Selection using an SVM learning machine
    El Ferchichi, Sabra
    Laabedi, Kaouther
    Zidi, Salah
    Maouche, Salah
    2009 3RD INTERNATIONAL CONFERENCE ON SIGNALS, CIRCUITS AND SYSTEMS (SCS 2009), 2009, : 485 - +
  • [33] Software Modernization Using Machine Learning Techniques
    Somogyi, Norbert
    Kovesdan, Gabor
    2021 IEEE 19TH WORLD SYMPOSIUM ON APPLIED MACHINE INTELLIGENCE AND INFORMATICS (SAMI 2021), 2021, : 361 - 365
  • [34] Prediction of Cardiovascular Disease by Feature Selection and Machine Learning Techniques
    Ranade, Aditya
    Pise, Nitin
    ARTIFICIAL INTELLIGENCE: THEORY AND APPLICATIONS, VOL 2, AITA 2023, 2024, 844 : 457 - 472
  • [35] Combating Network Intrusions using Machine Learning Techniques with Multilevel Feature Selection Method
    Olayinka, Tosin Comfort
    Ugwu, Chukwuemeka Christian
    Okhuoya, Omoibu Joseph
    Adetunmbi, Adebayo Olusola
    Popoola, Olugbemiga Solomon
    2022 IEEE NIGERIA 4TH INTERNATIONAL CONFERENCE ON DISRUPTIVE TECHNOLOGIES FOR SUSTAINABLE DEVELOPMENT (IEEE NIGERCON), 2022, : 589 - 593
  • [36] Predicting the Accuracy of Machine Learning Algorithms for Software Cost Estimation
    Pareta, Chetana
    Yaadav, N. S.
    Kumar, Ajay
    Sharma, Arvind Kumar
    EMERGING TRENDS IN EXPERT APPLICATIONS AND SECURITY, 2019, 841 : 605 - 615
  • [37] Software Cost Estimation using Computational Intelligence Techniques
    Pahariya, J. S.
    Ravi, V.
    Carr, M.
    2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009), 2009, : 848 - 853
  • [38] Composition of feature selection techniques for improving the global horizontal irradiance estimation via machine learning models
    Gupta, Rahul
    Yadav, Anil Kumar
    Jha, S. K.
    Pathak, Pawan Kumar
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2024, 48
  • [39] Enhancing Regional Wind Power Forecasting through Advanced Machine-Learning and Feature-Selection Techniques
    Taheri, Nabi
    Tucci, Mauro
    ENERGIES, 2024, 17 (21)
  • [40] A study of project selection and feature weighting for analogy based software cost estimation
    Li, Y. F.
    Xie, M.
    Goh, T. N.
    JOURNAL OF SYSTEMS AND SOFTWARE, 2009, 82 (02) : 241 - 252
12345