DOI: https://doi.org/10.20895/inista.v7i2

Published: 2025-05-31

Data Mining Analysis of K-means Algorithm and Decision Tree for Early Detection of Students at Risk of Dropping Out

Imam Akbar Sains and Technology Faculty, Muhammadiyah University of Enrekang, Indonesia
Ita Sarmita Samad Language and Literature Faculty, State University of Makassar, Indonesia
Rahmat Rahmat Teacher Training and Education, Muhammadiyah University of Enrekang, Indonesia
Sri Rosmiana Teacher Training and Education, Muhammadiyah University of Enrekang, Indonesia

148-162

Extracting Post‑Disaster Health Impact Information from News Reports Using Named Entity Recognition

Nalar Istiqomah Actuary, Trisakti School of Insurance, Indonesia
Fanny Novika Actuary, Trisakti School of Insurance, Indonesia

163-172

Classification of DDoS Attacks based on Network Traffic Patterns Using the k-Nearest Neighbor (k-NN) Algorithm

Muhammad Nur Faiz Politeknik Negeri Cilacap, Indonesia
Ratih Hafsarah Maharrani Politeknik Negeri Cilacap, Indonesia
Laura Sari Politeknik Negeri Cilacap, Indonesia
Arif Wirawan Muhammad Universitas Telkom Purwokerto, Indonesia
Abdul Rohman Supriyono Politeknik Negeri Cilacap, Indonesia

173-182

Class Balancing and Parameter Tuning of Machine Learning Models for Enhancing Aphrodisiac Herbal Plant Classification

Puguh Jayadi Informatics Study Program, Faculty of Engineering, PGRI Madiun, Indonesia
Weka Sidha Bhagawan Pharmacy Study Program, Faculty of Health Sciences and Sciences, Universitas PGRI Madiun, Indonesia
Jofanza Denis Aldida Informatics Study Program, Faculty of Engineering, PGRI Madiun, Indonesia

183-192

Application Management Project Based on Technology Information : Study Case ASANA Evaluation of Courses Interaction Humans and Computers Surabaya State University

Azis Suroni Universitas Negeri Surabaya, PSDKU Kampus 5 Magetan, Indonesia
Bonda Sisephaputra Surabaya State University, Indonesia
Saifudin Yahya Surabaya State University, Indonesia

193-202

Application of MobileNetV2-Based Deep Learning in Detecting Diseases in Chili Plants

Nurseno Bayu Aji Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia
Tri Raharjo Yudantoro Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia
Zulfa Safitri Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia
Samuel Beta Kuntardjo Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia
Mardiyono Mardiyono Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia
Prayitno Prayitno Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia
Kuwat Santoso Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia

203-212

Application Decision support System for superior and high Achieving using the Analytical Hierarchy Process Method

(Case Study : Junior High School TPI Porong)

Taruna Pratama Indarso Department of Science and Technology, Muhammadiyah University of Sidoarjo, Indonesia
Cindy Taurusta Department of Science and Technology, Muhammadiyah University of Sidoarjo, Indonesia
Suprianto suprianto Department of Science and Technology, Muhammadiyah University of Sidoarjo, Indonesia

213-222

House Sales Promotion Application Using Android-Based Augmented Reality Technology

Cahnur Saputra Department of Science and Technology, Muhammadiyah University of Sidoarjo, Indonesia
Cindy Taurusta Department of Science and Technology, Muhammadiyah University of Sidoarjo, Indonesia
Azmuri Wahyu Azinar Department of Science and Technology, Muhammadiyah University of Sidoarjo, Indonesia

223-233

Internet of Thing Implementation in The Library System (A Case Study of STMIK Bina Bangsa Kendari)

Faizal Aris STMIK Bina Bangsa Kendari, Indonesia
Sukirno Kasau Universitas Tamalatea Makassar, Indonesia

234-244