Vol. 11 No. 4: November 2024

View Vol. 11 No. 4: November 2024
DOI: https://doi.org/10.15294/sji.v11i4
Published: 28-11-2024

Articles

  • Brain Tumor Detection Using Improved Fuzzy Logic Classifier Model Based on K-folds Validation

    Shandy Tresnawati, Henny Alfianti (Author)
    1005-1014
    Article ID 13964
    DOI: https://doi.org/10.15294/sji.v11i4.13964

  • Sentiment Analysis on SocialMedia Using TF-IDF Vectorization and H2O Gradient Boosting for Student Anxiety Detection

    Maylinna Rahayu Ningsih, Jumanto Unjung (Author)
    1137-1144
    Article ID 20582
    DOI: https://doi.org/10.15294/sji.v12i1.20582

  • Improve Software Defect Prediction using Particle Swarm Optimization and Synthetic Minority Over-sampling Technique

    Afif Amirullah, Umi Laili Yuhana, Muhammad Alfian (Author)
    1127-1136
    Article ID 16808
    DOI: https://doi.org/10.15294/sji.v11i4.16808

  • Analysis of Sentiment Towards Educational Services in Modern Islamic Boarding Schools using the Naïve Bayes Method

    Joko Minardi, Noor Azizah, Ahmad Saefudin, Alzena Dona Sabilla, Dinta Sabrina, Yulia Savika Rahmi (Author)
    1121-1126
    Article ID 15861
    DOI: https://doi.org/10.15294/sji.v11i4.15861

  • Implementation of K-Nearest Neighbor in Case-Based Reasoning for Mental Health Diagnosis Systems

    Ardian Pamungkas, R Rizal Isnanto (Author); Dinar Mutiara Kusumo Nugraheni (Translator)
    1109-1120
    Article ID 19912
    DOI: https://doi.org/10.15294/sji.v11i4.19912

  • Determining Lecturers’ Research Linearity Using Simple Additive Weighting and Technique for Order Preference by Similarity to Ideal Solution

    Siska Narulita, Ahmad Nugroho, M. Zakki Abdillah (Author)
    1099-1108
    Article ID 14024
    DOI: https://doi.org/10.15294/sji.v11i4.14024

  • Classification Performance of Stacking Ensemble with Meta-Model of Categorical Principal Component Logistic Regression on Food Insecurity Data

    Dhita Elsha Pangestika, Anwar Fitrianto, Kusman Sadik (Author)
    1085-1098
    Article ID 15315
    DOI: https://doi.org/10.15294/sji.v11i4.15315

  • SINERGI: Human Resource Management Learning Innovation Using Website-Based Instructional Media

    Fajar Wahyu Nugroho, Rr Chusnu Syarifa Diah kusuma, Wahyu Rusdiyanto (Author)
    1073-1084
    Article ID 15426
    DOI: https://doi.org/10.15294/sji.v11i4.15426

  • Aesthetic Photography Analysis on Instagram: A Visual Study of Social Media using ATLAS.ti

    Mars Caroline Wibowo, Hindriyanto Dwi Purnomo, Kristoko Dwi Hartomo, Irwan Sembiring (Author)
    1057-1072
    Article ID 13985
    DOI: https://doi.org/10.15294/sji.v11i4.13985

  • Applying User Centered Design and System Usability Scale to Design Knowledge Management System for Exam Proctors in Higher Education

    Shabrina Salsabila Kurniawan, Nandhita Zefania Maharani, Dana Indra Sensuse , Erisva Hakiki Purwaningsih, Deden Sumirat Hidayat (Author)
    1043-1056
    Article ID 9919
    DOI: https://doi.org/10.15294/sji.v11i4.9919

  • Mackerel Tuna Freshness Identification Based on Eye Color Using K-Nearest Neighbor Enhanced by Contrast Stretching and Histogram Equalization

    Dahlan Dahlan, Rachmat Iskandar, Nia Ekawati, Castaka Agus Sugianto (Author)
    1035-1042
    Article ID 14494
    DOI: https://doi.org/10.15294/sji.v11i4.14494

  • Optimization of Mango Plant Leaf Disease Classification Using Concatenation Method of MobileNetV2 and DenseNet201 CNN Architectures

    Ahmad Ramadhan Auni, Endang Sugiharti (Author)
    1023-1034
    Article ID 15169
    DOI: https://doi.org/10.15294/sji.v11i4.15169

  • Enhancing Medical Image Security Using Hyperchaotic Lorenz and Josephus Traversing Encryption

    Eko Hari Rachmawanto, Elkaf Rahmawan Pramudya, Zudha Pratama (Author)
    1015-1022
    Article ID 9815
    DOI: https://doi.org/10.15294/sji.v11i4.9815

  • Hybrid Quantum Representation and Hilbert Scrambling for Robust Image Watermarking

    Christy Atika Sari, Abdussalam Abdussalam, Eko Hari Rachmawanto, Hussain Md Mehedul Islam (Author)
    873-880
    Article ID 10140
    DOI: https://doi.org/10.15294/sji.v11i4.10140

  • Evaluation of Integrated Business Licensing System in Indonesia Using HOT-fit Model

    Handika Masbudi, Husain Husain, Sofian Lusa, Dana Indra Sensuse, Sofianti Indriasari, Prasetyo Adi Wibowo Putro (Author)
    991-1002
    Article ID 14431
    DOI: https://doi.org/10.15294/sji.v11i4.14431

  • Pneumothorax Detection System in Thoracic Radiography Images Using CNN Method

    Nouvel Izza Fardana, R. Rizal Isnanto, Oky Dwi Nurhayati (Author)
    981-990
    Article ID 16635
    DOI: https://doi.org/10.15294/sji.v11i4.16635

  • Evaluating Ensemble Learning Techniques for Class Imbalance in Machine Learning: A Comparative Analysis of Balanced Random Forest, SMOTE-RF, SMOTEBoost, and RUSBoost

    Tahira Fulazzaky, Asep Saefuddin, Agus Mohamad Soleh (Author)
    969-980
    Article ID 15937
    DOI: https://doi.org/10.15294/sji.v11i4.15937

  • Web Design and Consumer Repurchase Intention: The Roles of E-Satisfaction

    Devi Wahyu Pangestika, Raditya Valeri Aurelia Rayhan, Wisnu Mawardi (Author)
    959-968
    Article ID 15367
    DOI: https://doi.org/10.15294/sji.v11i4.15367

  • Comparative Analysis of CNN Architectures in Siamese Networks with Test-Time Augmentation for Trademark Image Similarity Detection

    Suyahman, Sunardi, Murinto (Author)
    949-958
    Article ID 13811
    DOI: https://doi.org/10.15294/sji.v11i4.13811

  • Music Genre Classification Using Mel Frequency Cepstral Coefficients and Artificial Neural Networks: A Novel Approach

    Alamsyah Alamsyah, Fahmi Ardiansyah, Abdul Kholiq (Author)
    937-948
    Article ID 13660
    DOI: https://doi.org/10.15294/sji.v11i4.13660

  • Evaluation of User Experience in the Banjarbaru Disdukcapil Public Service Application Using User Experience Questionnaire and System Usability Scale

    Asri Martalisa, Setyo Wahyu Saputro, Dodon Turianto Nugrahadi, Friska Abadi, Irwan Budiman (Author)
    925-936
    Article ID 13780
    DOI: https://doi.org/10.15294/sji.v11i4.13780

  • Comparison of KNN and CNN Algorithms for Gender Classification Based on Eye Images

    Rizky Dwi Wicaksono, Guruh Fajar Shidiq (Author)
    915-924
    Article ID 13529
    DOI: https://doi.org/10.15294/sji.v11i4.13529

  • Heart Disease Clustering Modeling Using a Combination of the K-Means Clustering Algorithm and the Elbow Method

    Jihan Wala, Herman Herman, Rusydi Umar, Suwanti Suwanti (Author)
    903-914
    Article ID 14096
    DOI: https://doi.org/10.15294/sji.v11i4.14096

  • Comparison of Digital Forensic Tools for Drug Trafficking Cases on Instagram Messenger using NIST Method

    Muhammad Fahmi Mubarok Nahdli, Imam Riadi, Muhammad Kunta Biddinika (Author)
    891-902
    Article ID 13463
    DOI: https://doi.org/10.15294/sji.v11i4.13463

  • A Performance Comparison of Data Balancing Model to Improve Credit Risk Prediction in P2P Lending

    Dwika Ananda Agustina Pertiwi, Kamilah Ahmad, Jumanto Unjung, Much Aziz Muslim (Author)
    881-890
    Article ID 14018
    DOI: https://doi.org/10.15294/sji.v11i4.14018