Vol. 3 No. 1 (2026): PERFECT: Journal of Smart Algorithms, Article Research January 2026

View Vol. 3 No. 1 (2026): PERFECT: Journal of Smart Algorithms, Article Research January 2026

This volume consists of 5 articles with 16 authors from 8 foreign institutions and 4 Indonesian institutions, namely Washington University of Science and Technology (USA), University of the Potomac (USA), University of North America (USA), Southern New Hampshire University (USA), Gannon University (USA), Concordia University (USA), University of Babylon (Iraq), Ministry of Education Iraq, General Direction of Vocational Education, Al-Najaf, (Iraq), South Aceh Polytechnic, Ganesha Medan Polytechnic, Syiah Kuala University, and Padang State Polytechnic.

DOI: https://doi.org/10.62671/perfect.v3i1
Published: 2026-01-02

Articles

  • A Comprehensive Review on Data Science Frameworks for Big Data Analytics

    Hassan Raza, Tsendayush Erdenetsogt, A Singh, Mazhar Farooq, Muhammad Mohsin Kabeer, Muhammad Shahrukh Aslam (Author)
    1-10
    Abstract views: 169
    DOI: https://doi.org/10.62671/perfect.v3i1.217

  • Machine Learning Driven Decision Making in the Modern Data Era

    Hassan Raza, A Singh, Tsendayush Erdenetsogt, Muhammad Mohsin Kabeer, Muhammad Shahrukh Aslam, Mazhar Farooq (Author)
    11-22
    Abstract views: 198
    DOI: https://doi.org/10.62671/perfect.v3i1.224

  • Optimization of Computer Network Performance through Traffic Management and Bandwidth Allocation

    Dirja Nur Ilham, Muhammad Khoiruddin Harahap, Muhammed Saat Talib, Arie Budiansyah, Rudi Arif Candra (Author)
    23-29
    Abstract views: 7
    DOI: https://doi.org/10.62671/perfect.v3i1.243

  • LightEmoNet: Lightweight Deep Learning for Facial Emotion Recognition

    Ali Nadhim Kamber, Hussein Alaa Alkaabi (Author)
    30-37
    Abstract views: 0
    DOI: https://doi.org/10.62671/perfect.v3i1.273

  • GPON-Based FTTH Network Design in Koto Gunung Village

    Iqbal Rizantha, Aprinal Adila Asril, Sahid Ridho (Author)
    38-48
    Abstract views: 0
    DOI: https://doi.org/10.62671/perfect.v3i1.280