Analysis of Spam Detection Using Integration of Logistic Regression and PSO Algorithm

被引：0
|
作者：
Ponmalar, A. [1 ]
Rajkumar, K. [2 ]
Hariharan, U. [3 ]
Kalaiselvi, V.K.G. [1 ]
Deeba, S. [4 ]
机构：
[1] Sri Sai Ram Institute of Technology, Department of Information Technology, Tamilnadu, Chennai, India
[2] Jain University (Deemed-To-be University), Faculty of Engineering and Technology, Department of Computer Science and Engineering, Karnataka, Bengaluru, India
[3] Chandigarh University, Apex Institute of Technology, Department of Computer Science and Engineering, Punjab, Mohali, India
[4] Sri Manakula Vinayagar Engineering College, Department of Computer Science and Engineering, Puducherry, India
来源：
Proceedings of the 2021 4th International Conference on Computing and Communications Technologies, ICCCT 2021 | 2021年
关键词：
716.1 Information Theory and Signal Processing - 723 Computer Software; Data Handling and Applications - 903.1 Information Sources and Analysis - 903.3 Information Retrieval and Use - 921.4 Combinatorial Mathematics; Includes Graph Theory; Set Theory - 921.5 Optimization Techniques - 961 Systems Science;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Decision trees
引用
收藏
页码：396 / 402
相关论文
共 50 条
  • [1] Automatic detection of Spam using Bayesian Logistic Regression
    Ortiz Martos, Antonio Jesus
    Martin Valdivia, Maria Teresa
    Urena Lopez, L. Alfonso
    Garcia Cumbreras, Miguel Angel
    PROCESAMIENTO DEL LENGUAJE NATURAL, 2005, (35): : 127 - 133
  • [2] Spam detection using Compression and PSO
    Prilepok, Michal
    Jezowicz, Tomas
    Platos, Jan
    Snasel, Vaclav
    2012 FOURTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ASPECTS OF SOCIAL NETWORKS (CASON), 2012, : 263 - 270
  • [3] Low Time Complexity Model for Email Spam Detection using Logistic Regression
    Mrisho, Zubeda K.
    Sam, Anael Elkana
    Ndibwile, Jema David
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (12) : 112 - 118
  • [4] Spam filtering using a logistic regression model trained by an artificial bee colony algorithm
    Dedeturk, Bilge Kagan
    Akay, Bahriye
    APPLIED SOFT COMPUTING, 2020, 91
  • [5] Hybrid Decision Tree and Logistic Regression Classifier for Email Spam Detection
    Wijaya, Adi
    Bisri, Achmad
    PROCEEDINGS OF 2016 8TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2016,
  • [6] DIF detection using logistic discriminant analysis and polytomous logistic regression
    Hidalgo, MD
    Gómez-Benito, J
    Padilla, JL
    PSICOTHEMA, 2000, 12 : 298 - 300
  • [7] Verb detection in Turkish using logistic regression analysis
    Metin, Senem Kumova
    Kişla, Tarik
    Karaoglan, Bahar
    International Review on Computers and Software, 2011, 6 (01) : 60 - 65
  • [8] The Improved Logistic Regression Models for Spam Filtering
    Han, Yong
    Yang, Muyun
    Qi, Haoliang
    He, Xiaoning
    Li, Sheng
    2009 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING, 2009, : 314 - 317
  • [9] Using the Analysis of Logistic Regression Model in Auditing and Detection of Frauds
    Boztepe, Engin
    Usul, Hayrettin
    KHAZAR JOURNAL OF HUMANITIES AND SOCIAL SCIENCES, 2019, 22 (03): : 5 - 23
  • [10] Spam filtering based on online ranking logistic regression
    Sun, G. (guanglu_sun@163.com), 1600, Tsinghua University (53):
12345