Vol. 10 No. 1 (2025): January 2025

Articles

• Optimizing K-Means Algorithm Using the Purity Method for Clustering Oil Palm Producing Regions

  Novia Hasdyna, Rozzi Kesuma Dinata, Balqis Yafis

  1-15

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.1-15

  Abstract Viewed = 804 times | PDF downloaded = 390 times

• Predicting Olympic Medal Trends for Southeast Asian Countries Using the Facebook Prophet Model

  Bagus Al Qohar, Yulizchia Malica Pinkan Tanga , Putri Utami, Maylinna Rahayu Ningsih, Much Aziz Muslim

  16-32

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.16-32

  Abstract Viewed = 372 times | PDF downloaded = 257 times

• Performance Evaluation of Long Short-Term Memory for Chili Price Prediction

  Fata Nabil Fikri, Nurochman Nurochman

  33-47

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.33-47

  Abstract Viewed = 462 times | PDF downloaded = 235 times

• Extreme Gradient Boosting Model with SMOTE for Heart Disease Classification

  Ahmad Ubai Dullah, Aditya Yoga Darmawan, Dwika Ananda Agustina Pertiwi, Jumanto Unjung

  48-62

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.48-62

  Abstract Viewed = 469 times | PDF downloaded = 281 times

• Class Weighting Approach for Handling Imbalanced Data on Forest Fire Classification Using EfficientNet-B1

  Arvinanto Bahtiar, Muhammad Ihsan Prawira Hutomo, Agung Widiyanto, Siti Khomsah

  63-73

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.63-73

  Abstract Viewed = 495 times | PDF downloaded = 333 times

• Application of SMOTE in Sentiment Analysis of MyXL User Reviews on Google Play Store

  Badriyah Badriyah, Totok Chamidy, Suhartono Suhartono

  74-86

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.74-86

  Abstract Viewed = 588 times | PDF downloaded = 387 times

• Revitalizing Art with Technology: A Deep Learning Approach to Virtual Restoration

  Nurrohmah Endah Putranti, Shyang-Jye Chang, Muhammad Raffiudin

  87-99

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.87-99

  Abstract Viewed = 303 times | PDF downloaded = 151 times

• Comparison of KNN and Random Forest Algorithms on E-Commerce Service Chatbot

  Fardan Zamakhsyari, Bagas Adi Makayasa, R. Abudullah Hamami, Muhammad Tulus Akbar, Andi Cahyono, Amirullah Amirullah, Muhammad Zida Hisyamuddin, Maria Ulfah Siregar

  100-109

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.100-109

  Abstract Viewed = 618 times | PDF downloaded = 320 times

• Enhancing Abstractive Multi-Document Summarization with Bert2Bert Model for Indonesian Language

  Aldi Fahluzi Muharam, Yana Aditia Gerhana, Dian Sa'adillah Maylawati, Muhammad Ali Ramdhani, Titik Khawa Abdul Rahman

  110-121

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.110-121

  Abstract Viewed = 486 times | PDF downloaded = 279 times

• Android Malware Threats: A Strengthened Reverse Engineering Approach to Forensic Analysis

  Ridho Surya Kusuma, M Dirga Purnomo Putra

  122-138

  • PDF
  • DOI : https://doi.org/10.14421/jiska.2025.10.1.122-138

  Abstract Viewed = 639 times | PDF downloaded = 333 times