Vol. 11 No. 3: August 2024

View Vol. 11 No. 3: August 2024
DOI: https://doi.org/10.15294/sji.v11i3
Published: 05-08-2024

Articles

  • Analysis of Student Graduation Prediction Using Machine Learning Techniques on an Imbalanced Dataset: An Approach to Address Class Imbalance

    Dedy Hermanto, Desy Iba Ricoida, Desi Pibriana, Rusbandi, Muhammad Rizky Pribadi (Author)
    559-568
    Article ID 5528
    DOI: https://doi.org/10.15294/sji.v11i3.5528

  • Classification Modeling with RNN-based, Random Forest, and XGBoost for Imbalanced Data: A Case of Early Crash Detection in ASEAN-5 Stock Markets

    Deri Siswara, Agus M. Soleh, Aji Hamim Wigena (Author)
    569-582
    Article ID 4067
    DOI: https://doi.org/10.15294/sji.v11i3.4067

  • Public Satisfaction with Online Services: (Case Study on the JEPIN Application)

    Irva Anggita, Ulung Pribadi (Author)
    583-594
    Article ID 4144
    DOI: https://doi.org/10.15294/sji.v11i3.4144

  • Recognition of Organic Waste Objects Based on Vision Systems Using Attention Convolutional Neural Networks Models

    Aradea, Rianto, Husni Mubarok (Author)
    595-608
    Article ID 6494
    DOI: https://doi.org/10.15294/sji.v11i3.6494

  • Prediction-based Stock Portfolio Optimization Using Bidirectional Long Short-Term Memory (BiLSTM) and LSTM

    Raditya Amanta Putra, Erna Nurmawati (Author)
    609-620
    Article ID 5941
    DOI: https://doi.org/10.15294/sji.v11i3.5941

  • Feature Expansion with GloVe and Particle Swarm Optimization for Detecting the Credibility of Information on Social Media X with Long Short-Term Memory (LSTM)

    Famardi Putra Muhammad Raffly, Erwin Budi Setiawan (Author)
    621-634
    Article ID 7839
    DOI: https://doi.org/10.15294/sji.v11i3.7839

  • Comparison of Extremely Randomized Survival Trees and Random Survival Forests: A Simulation Study

    Mohamad Solehudin Zaenal, Anwar Fitrianto, Hari Wijayanto (Author)
    635-644
    Article ID 8464
    DOI: https://doi.org/10.15294/sji.v11i3.8464

  • Effect of Business Digitalization and Social Media on MSME Performance with Digital Competence as a Mediating Variable

    Titin, Sutrisno, Henny Mahmudah, Abid Muhtarom, Syamsuri (Author)
    645-660
    Article ID 9942
    DOI: https://doi.org/10.15294/sji.v11i3.9942

  • Community Acceptance of SIKESAL: An UTAUT Model Approach in E-Government Services in Jambi City

    Bulya Bulya, Ulung Pribadi (Author)
    661-680
    Article ID 7511
    DOI: https://doi.org/10.15294/sji.v11i3.7511

  • Combining Multiple Text Representations for Improved Automatic Evaluation of Indonesian Essay Answers

    Moh Edi Wibowo, Nur Rokhman, Agus Sihabudin (Author)
    681-692
    Article ID 9440
    DOI: https://doi.org/10.15294/sji.v11i3.9440

  • Hybrid Deep Learning with GloVe and Genetic Algorithm for Sentiment Analysis on X: 2024 Election

    Mahrunissa Azmima Fitria, Erwin Budi Setiawan (Author)
    693-704
    Article ID 8467
    DOI: https://doi.org/10.15294/sji.v11i3.8467

  • Modified Mixed Effects Random Forest in Small Area Estimation Using PCA and Rotation Forest with Correlated Auxiliary Variables

    Rizki Ananda, Khairil Anwar Notodiputro, Muhammad Nur Aidi (Author)
    705-720
    Article ID 10633
    DOI: https://doi.org/10.15294/sji.v11i3.10633

  • Analysis of User Experience of the CapCut Application in Generation Z for Social Media Content Using the User Experience Questionnaire Method

    Damar Wulan, Syaifullah, Eki Saputra, Medyantiwi Rahmawita, Arif Marsal (Author)
    721-732
    Article ID 7543
    DOI: https://doi.org/10.15294/sji.v11i3.7543

  • Performance Comparison of Random Forest (RF) and Classification and Regression Trees (CART) for Hotel Star Rating Prediction

    Annisaa Utami, Dimas Fanny Hebrasianto Permadi, Yesy Diah Rosita, Jumanto Unjung (Author)
    733-748
    Article ID 11068
    DOI: https://doi.org/10.15294/sji.v11i3.11068

  • Information System for Managing Village-Owned Enterprises (BUMDes) in Bogoharjo Village with DevOps Method

    Achmad Buchori, Nurul Afifah Muthoharoh, Wijayanto (Author)
    749-760
    Article ID 6627
    DOI: https://doi.org/10.15294/sji.v11i3.6627

  • cPanel Server Hosting Security Against Malware and DDoS Attacks on the Open Journal System Platform

    Muh Nadzirin Anshari Nur, Hijriani (Author)
    761-772
    Article ID 11605
    DOI: https://doi.org/10.15294/sji.v11i3.11605

  • Behavioral Intention and Adoption of Clinical Informatics Tools: A Study in Regional Public Municipality Clinics

    Eric Njabulo Mdunge, Ijeoma Noella Ezeji , Neil Evans (Author)
    773-788
    Article ID 8794
    DOI: https://doi.org/10.15294/sji.v11i3.8794

  • Sort Filter Skyline in Movie Recommendation Based on Individual Preferences: Performance and Time Complexity Analysis

    Alvi Nur Fadhilah, Triawan Adi Cahyanto, Ilham Saifudin (Author)
    789-802
    Article ID 8474
    DOI: https://doi.org/10.15294/sji.v11i3.8474

  • PSNR and SSIM Performance Analysis of Schur Decomposition for Imperceptible Steganography

    Ajib Susanto, Daurat Sinaga, Ibnu Utomo Wahyu Mulyono (Author)
    803-810
    Article ID 9561
    DOI: https://doi.org/10.15294/sji.v11i3.9561

  • Optimizing Inventory Management: Data-Driven Insights from K-Means Clustering Analysis of Prescription Patterns

    Aulia Agung Dermawan, Ansarullah Lawi, Dimas Akmarul Putera, Dwi Ely Kurniawan, Kuntum Khoiro Ummatin, Jorvick Steve (Author)
    811-820
    Article ID 8690
    DOI: https://doi.org/10.15294/sji.v11i3.8690

  • Hyperparameter Tuning Decision Tree and Recursive Feature Elimination Technique for Improved Chronic Kidney Disease Classification

    Aries Gilang Saputra, Purwanto Purwanto, Pujiono Pujiono (Author)
    821-830
    Article ID 12990
    DOI: https://doi.org/10.15294/sji.v11i3.12990

  • Optimizing Deep Learning Models with Custom ReLU for Breast Cancer Histopathology Image Classification

    Wahyu Adi Nugroho, Catur Supriyanto, Pujiono Pujiono, Guruh Fajar Shidik (Author)
    849-862
    Article ID 12722
    DOI: https://doi.org/10.15294/sji.v11i3.12722

  • Principal Component Analysis for Prediabetes Prediction using Extreme Gradient Boosting (XGBoost)

    Kartina Diah Kesuma Wardhani, Wenda Novayani (Author)
    863-872
    Article ID 13416
    DOI: https://doi.org/10.15294/sji.v11i3.13416

  • Embedding Quantum Random Phase Encoding Arnold Transform for Advanced Image Security

    Didik Hermanto, Zudha Pratama (Author); Moch. Sjamsul Hidajat (Translator)
    831-838
    Article ID 12256
    DOI: https://doi.org/10.15294/sji.v11i3.12256

  • Comparative Performance of SVM and Multinomial Naïve Bayes in Sentiment Analysis of the Film 'Dirty Vote'

    Aisha Shakila Iedwan, Nia Mauliza, Yoga Pristyanto, Anggit Dwi Hartanto, Arif Nur Rohman (Author)
    839-848
    Article ID 10290
    DOI: https://doi.org/10.15294/sji.v11i3.10290