Advancing Author Gender Identification in Modern Standard Arabic with Innovative Deep Learning and Textual Feature Techniques

被引:0
|
作者
Himdi, Hanen [1 ]
Shaalan, Khaled [2 ]
机构
[1] Computer Science and Artificial Intelligence Department, College of Computer Science and Engineering, University of Jeddah, Jeddah,21955, Saudi Arabia
[2] Faculty of Engineering and IT, The British University in Dubai, DIAC Block 11, Dubai P.O. Box 345015, United Arab Emirates
来源
Information (Switzerland) | / 15卷 / 12期
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Adversarial machine learning - Contrastive Learning - Convolutional neural networks - Deep learning - Distribution transformers - Economic and social effects - Labeled data - Natural language processing systems - Phishing
引用
收藏
相关论文
共 11 条
  • [1] Semantic textual similarity for modern standard and dialectal Arabic using transfer learning
    Sulaiman, Mansour Al
    Moussa, Abdullah M.
    Abdou, Sherif
    Elgibreen, Hebah
    Faisal, Mohammed
    Rashwan, Mohsen
    PLOS ONE, 2022, 17 (08):
  • [2] Advancing Ancient Arabic Manuscript Restoration with Optimized Deep Learning and Image Enhancement Techniques
    Miloud, Kamline
    Abdelmounaim, Moulay Lakhdar
    Mohammed, Beladgham
    Ilyas, Bendjillali Ridha
    TRAITEMENT DU SIGNAL, 2024, 41 (04) : 2203 - 2219
  • [3] On the Impact of Deep Learning and Feature Extraction for Arabic Audio Classification and Speaker Identification
    Shahriar, Sakib
    Dara, Rozita
    Hayawi, Kadhim
    2022 IEEE/ACS 19TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2022,
  • [4] Comparative Study for Text Chunking Using Deep Learning: Case of Modern Standard Arabic
    Khoufi, Nabil
    Aloulou, Chafik
    COMPUTACION Y SISTEMAS, 2024, 28 (02): : 517 - 527
  • [5] Gender identification for Egyptian Arabic dialect in twitter using deep learning models
    ElSayed, Shereen
    Farouk, Mona
    EGYPTIAN INFORMATICS JOURNAL, 2020, 21 (03) : 159 - 167
  • [6] Advanced Pest Identification Framework Using Deep Learning and Feature Extraction Techniques
    V. Yamuna
    Jeevaa Katiravan
    P. Visu
    Journal of Electrical Engineering & Technology, 2025, 20 (3) : 1803 - 1814
  • [7] Evaluation of the performance of different feature selection techniques for identification of NPPs transients using deep learning
    Ramezani, Iman
    Vosoughi, Naser
    Moshkbar-Bakhshayesh, Khalil
    Ghofrani, Mohammad B.
    ANNALS OF NUCLEAR ENERGY, 2023, 183
  • [8] Comparative analysis of speaker identification performance using deep learning, machine learning, and novel subspace classifiers with multiple feature extraction techniques
    Keser, Serkan
    Gezer, Esra
    Digital Signal Processing: A Review Journal, 2025, 156
  • [9] Non-intrusive load monitoring system for similar loads identification using feature mapping and deep learning techniques
    Kumar, Mukesh
    Gopinath, R.
    Harikrishna, P.
    Srinivas, Kota
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2021, 32 (12)
  • [10] Evaluating Feature Fusion Techniques with Deep Learning Models for Coronavirus Disease 2019 Chest X-ray Sensor Image Identification
    Yen, Chih-Ta
    Liao, Jia-Xian
    Huang, Yi-Kai
    SENSORS AND MATERIALS, 2024, 36 (02) : 683 - 699