Vol. 11 No. 2: May 2024

View Vol. 11 No. 2: May 2024
Published: 23-04-2024

Articles

  • Optimizing Fall Detection System as an Early Warning System for the Elderly to Enhance Quality of Life

    Sidiq Syamsul Hidayat, Fadhil, Irfan Mujahidin, Mohammad Faizin Zaini, Rahmalisa Suhartina (Author)
    255-262
    Article ID 3716
    DOI: https://doi.org/10.15294/sji.v11i2.3716

  • Comparative Analysis of K-Medoids and Purity K-Medoids Methods for Identifying Accident-Prone Areas in North Aceh Regency

    Novia Hasdyna, Rozzi Kesuma Dinata (Author)
    263-272
    Article ID 3433
    DOI: https://doi.org/10.15294/sji.v11i2.3433

  • Development of School Exam Administration Based on LCDP with Scrum Method: An Innovation in Administrative Efficiency in Education

    Lia Anggraeni, Muh Dliyaul Haq, Harliati Putri Pertiwi (Author)
    273-286
    Article ID 27
    DOI: https://doi.org/10.15294/sji.v11i2.27

  • Securing Digital Wallet Loyalty: Unveiling the Impact of Privacy and Security

    Rio Guntur Utomo, Rahmat Yasirandi (Author)
    287-302
    Article ID 2423
    DOI: https://doi.org/10.15294/sji.v11i2.2423

  • Classification Model of Public Sentiments About Electric Cars Using Machine Learning

    Nurul Romadoni, Amril Mutoi Siregar, Dwi Sulistya Kusumaningrum, Tatang Rohana (Author)
    303-314
    Article ID 1309
    DOI: https://doi.org/10.15294/sji.v11i2.1309

  • Identifying Relevant Messages from Citizens in a Social Media Platform for Natural Disasters in Indonesia Using Histogram Gradient Boosting and Self-Training Classifier

    Ariana Yunita, Zhafran Ramadhan, Angelia Regina Dwi Kartika, Ade Irawan (Author)
    315-324
    Article ID 2287
    DOI: https://doi.org/10.15294/sji.v11i2.2287

  • Exploring Data Analytics in Attendance Systems: Unveiling Machine Learning Techniques, Patterns, Practices, and Emerging Trends

    Joseph Teguh Santoso, Danny Manongga, Iwan Setyawan, Hindriyanto Dwi Purnomo, Hendry (Author)
    325-340
    Article ID 3438
    DOI: https://doi.org/10.15294/sji.v11i2.3438

  • Comparative Analysis of YOLOv5 and YOLOv8 Cigarette Detection in Social Media Content

    Cinantya Paramita, Catur Supriyanto, Amalia, Khalivio Rahmyanto Putra (Author)
    341-352
    Article ID 2808
    DOI: https://doi.org/10.15294/sji.v11i2.2808

  • Village Potential Mapping: Comprehensive Cluster Analysis of Continuous and Categorical Variables with Missing Values and Outliers Dataset in Bogor, West Java, Indonesia

    Nafisa Berliana Indah Pratiwi, Indahwati, Anwar Fitrianto (Author)
    353-366
    Article ID 3903
    DOI: https://doi.org/10.15294/sji.v11i2.3903

  • Performance Analysis of Support Vector Classification and Random Forest in Phishing Email Classification

    Chaerul Umam, Lekso Budi Handoko, Folasade Olubusola Isinkaye (Author)
    367-374
    Article ID 3301
    DOI: https://doi.org/10.15294/sji.v11i2.3301

  • Performance of Ensemble Learning in Diabetic Retinopathy Disease Classification

    Anisa Nurizki, Anwar Fitrianto, Agus Mohamad Soleh (Author)
    375-386
    Article ID 4725
    DOI: https://doi.org/10.15294/sji.v11i2.4725

  • OffensiveRezzer: A Novel Black-Box Fuzzing Tool for Web API

    Danar Gumilang Putera, Ruki Harwahyu (Author)
    387-400
    Article ID 4631
    DOI: https://doi.org/10.15294/sji.v11i2.4631

  • The Impact of Balanced Data Techniques on Classification Model Performance

    Jasman Pardede, Dika Prasetia Pamungkas (Author)
    401-412
    Article ID 3649
    DOI: https://doi.org/10.15294/sji.v11i2.3649

  • An Exploration of TensorFlow-Enabled Convolutional Neural Network Model Development for Facial Recognition: Advancements in Student Attendance System

    Anie Rose Irawati, Didik Kurniawan, Yohana Tri Utami, Rahman Taufik (Author)
    413-428
    Article ID 3585
    DOI: https://doi.org/10.15294/sji.v11i2.3585

  • Siamese Neural Networks with Chi-square Distance for Trademark Image Similarity Detection

    Suyahman, Sunardi, Murinto, Arfiani Nur Khusna (Author)
    429-438
    Article ID 4654
    DOI: https://doi.org/10.15294/sji.v11i2.4654

  • Evaluation of Travel App’s Usability Using the System Usability Scale Method

    Revi Raka Putra, Rahmat Yasirandi, Muhammad Mirza Qusyairi (Author)
    439-450
    Article ID 4509
    DOI: https://doi.org/10.15294/sji.v11i2.4509

  • Identification of Factors Influencing the Use of QRIS Using TAM and UTAUT 2 Methods

    Setio Ardy Nuswantoro, Muhammad Ulfi, Miftahurrizqi, Muhammad Rafli (Author)
    451-466
    Article ID 3562
    DOI: https://doi.org/10.15294/sji.v11i2.3562

  • Hiragana Character Classification Using Convolutional Neural Networks Methods based on Adam, SGD, and RMSProps Optimizer

    Ibnu Utomo Wahyu Mulyono, Yupie Kusumawati, Ajib Susanto, Christy Atika Sari, Hussain Md Mehedul Islam, Mohamed Doheir (Author)
    467-476
    Article ID 2313
    DOI: https://doi.org/10.15294/sji.v11i2.2313

  • Multi-Layer Convolutional Neural Networks for Batik Image Classification

    Daurat Sinaga, Cahaya Jatmoko, Suprayogi Suprayogi, Novi Hedriyanto (Author)
    477-484
    Article ID 3309
    DOI: https://doi.org/10.15294/sji.v11i2.3309

  • Comparison Model Optimal Machine Learning Model With Feature Extraction for Heart Attack Disease Classification

    Salsa Desmalia, Amril Mutoi Siregar, Kiki Ahmad Baihaqi, Tatang Rohana (Author)
    485-492
    Article ID 4561
    DOI: https://doi.org/10.15294/sji.v11i2.4561

  • Modified Convolutional Neural Network for Sentiment Classification: A Case Study on The Indonesian Electoral Commission

    Slamet Riyadi, Naufal Gita Mahardika, Cahya Damarjati, Suzaimah Ramli (Author)
    493-506
    Article ID 4929
    DOI: https://doi.org/10.15294/sji.v11i2.4929

  • Nowcasting Hotel Room Occupancy Rate using Google Trends Index and Online Traveler Reviews Given Lag Effect with Machine Learning (Case Research: East Kalimantan Province)

    Adelina Rahmawati, Erna Nurmawati, Teguh Sugiyarto (Author)
    507-522
    Article ID 5553
    DOI: https://doi.org/10.15294/sji.v11i2.5553

  • Impact of NEW SAKPOLE on Original Local Government Revenue Post-COVID-19: A Case Study of Central Java Province BAPENDA

    Rivi Saputri, Dyah Mutiarin (Author)
    523-538
    Article ID 4427
    DOI: https://doi.org/10.15294/sji.v11i2.4427

  • Optimizing Customer Segmentation in Online Retail Transactions through the Implementation of the K-Means Clustering Algorithm

    Desi Adrianti Awaliyah, Budi Prasetiyo, Rini Muzayanah, Apri Dwi Lestari (Author)
    539-548
    Article ID 6137
    DOI: https://doi.org/10.15294/sji.v11i2.6137

  • Sign Language Detection System Using YOLOv5 Algorithm to Promote Communication Equality People with Disabilities

    Maylinna Rahayu Ningsih, Yopi Julia Nurriski, Fathimah Az Zahra Sanjani, M. Faris Al Hakim, Jumanto Unjung, Much Aziz Muslim (Author)
    549-558
    Article ID 6007
    DOI: https://doi.org/10.15294/sji.v11i2.6007