JUITA Vol. 12 No. 2, November 2024

Published: 2024-11-07

Cover

  • Cover

    JUITA: Jurnal Informatika
    DOI: https://doi.org/10.30595/juita.v12i2.24428

  • Editor Preface and Table of Content

    JUITA: Jurnal Informatika
    DOI: https://doi.org/10.30595/juita.v12i2.24429

Articles

  • Handling Noise Data with PCA Method and Optimization Using Hybrid Fuzzy C-Means and Genetic Algorithm

    Risa Widianti, Sugiyarto Surono, Kais Ismail Ibraheem
    141 - 147
    DOI: https://doi.org/10.30595/juita.v12i2.21765

  • Machine Learning Techniques for Heart Disease Prediction Using a Multi-Algorithm Approach

    Muhammad Kunta Biddinika, Alya Masitha, Herman Herman, Vita Arfiana Nurul Fatimah
    149 - 158
    DOI: https://doi.org/10.30595/juita.v12i2.24153

  • Improving Sentiment Analysis Accuracy Using CRNN on Imbalanced Data: a Case Study of Indonesian National Football Coach

    Slamet Riyadi, Muhammad Dzaki Mubarok, Cahya Damarjati, Asnor Juraiza Ishak
    159 - 167
    DOI: https://doi.org/10.30595/juita.v12i2.21847

  • Implementation of PPCA Imputation, SMOTE-N Class Balancing in Hepatitis Classification Using Naïve Bayes

    Siti Fathmah, Dwi Kartini, Friska Abadi, Irwan Budiman, Muhammad Itqan Mazdadi
    169 - 176
    DOI: https://doi.org/10.30595/juita.v12i2.21528

  • Time Complexity of Knuth Morris Algorithm and Rejang Algorithm in Rejang-Indonesian Translator

    Sastya Hendri Wibowo, Rozali Toyib, Yulia Darnita, Satria Abadi
    177 - 186
    DOI: https://doi.org/10.30595/juita.v12i2.23954

  • Technical Analysis of the Indonesian Stock Market with Gated Recurrent Unit and Temporal Convolutional Network

    Siti Aisyah, Yenni Angraini, Kusman Sadik, Bagus Sartono, Gerry Alfa Dito
    187 - 196
    DOI: https://doi.org/10.30595/juita.v12i2.23464

  • ScreenMy: a Lightweight Architecture of Tuberculosis-Diabetes Mellitus Screening System Integrating with EMRs

    Farid Suryanto, Merita Arini, Imam Riadi
    197 - 206
    DOI: https://doi.org/10.30595/juita.v12i2.21541

  • Optimizing Attendance System: Integrating Liveness Detection and Deep Learning for Reliable Face Recognition

    Joseph Teguh Santoso, Eko Sediyono, Kristoko Dwi Hartomo, Irwan Sembiring
    207 - 216
    DOI: https://doi.org/10.30595/juita.v12i2.21738

  • Improved SVM Classification Using Particle Swarm Optimization for Student Completion Prediction System

    I Made Dwi Putra Asana, I Dewa Gede Ari Oka, I Made Oka Widyantara, I Made Subrata Sandhiyasa
    217 - 225
    DOI: https://doi.org/10.30595/juita.v12i2.21990

  • Development of ERP System for Outsourcing Company using Internet of Things and Blockchain Technology

    Muhammad Agus Zainuddin, Sritrusta Sukaridhoto, Oktafian Sultan Hakim, Agus Prayudi
    227 - 234
    DOI: https://doi.org/10.30595/juita.v12i2.22059

  • MAC Address Classification in Privacy Issue Using Gaussian Naïve Bayes

    Imam Riadi, Abdul Fadlil, Basit Adhi Prabowo
    235 - 242
    DOI: https://doi.org/10.30595/juita.v12i2.22571

  • LSTM Algorithm in Predicting Chronic Kidney Disease Optimized Using Genetic Algorithm

    Brillyando Magathan Achmad, Siti Sa'adah, Isman Kurniawan
    243 - 253
    DOI: https://doi.org/10.30595/juita.v12i2.22965

  • Development of Staff Evaluation Software Based on Association Matrix Methods and Data Mining Using the Streamlit Framework

    Yosia Adi Susetyo, Hanna Arini Parhusip, Suryasatriya Trihandaru
    255 - 266
    DOI: https://doi.org/10.30595/juita.v12i2.23300

  • Combining Oversampling and Pretrained Feature Extractor For Classification Diabetic Foot Uclear Thermogram Images

    I Wayan Jepriana, I Gede Bintang Arya Budaya, Gede Angga Pradipta, Putu Desiana Wulaning Ayu
    267 - 277
    DOI: https://doi.org/10.30595/juita.v12i2.23386

  • Characteristics of Machine Learning-based Univariate Time Series Imputation Method

    Dini Ramadhani, Agus Mohamad Soleh, Erfiani Erfiani
    279 - 288
    DOI: https://doi.org/10.30595/juita.v12i2.23453

  • Analysis of K-NN with the Integration of Bag of Words, TF-IDF, and N-Grams for Hate Speech Classification on Twitter

    Kuncoro Hadi, Ema Utami
    289 - 298
    DOI: https://doi.org/10.30595/juita.v12i2.23829