Innovation in Research of Informatics (Innovatics)

Innovation in Research of Informatics (Innovatics)

INNOVATICS: Innovation in Research of Informatics is a scientific research journal dedicated to advancing the field of informatics through the publication high-quality with innovative research. The primary aim of the journal is to foster the development and growth of research in various domains of informatics, providing a platform for researchers, academicians, and professionals to share their findings, insights, and advancements.

The journal covers a broad spectrum of topics within the field, including but not limited to:

Machine Learning	Computer Vision	Internet of Things	Information System and Technology
Natural Language Processing	Image Processing	Network Security	Geographic Information System
Knowledge based	Computer Graphic	Cyber Security	Mobile Application
Data Mining	Game Development	Digital Forensic	Information Security
Pattern Recognization	Virtual & Augmented Reality	Virtualization	�
Self-Adaptive Systems	Human Computer Interaction	Cloud Computing	�

Announcements


Information: New Journal Submission Link 2026
Starting from Vol. 8 No. 1 March 2026 and subsequent issues, all manuscript submissions for INNOVATICS Journal must be made through our new official journal platform: https://ejournal.unsil.ac.id/index.php/innovatics/index Authors are kindly requested to register (if not yet registered) and submit their manuscripts via the updated system. Please ensure that all submissions follow the latest author guidelines available on the website. Thank you for your continued support and contribution to INNOVATICS Journal. Kind regards, The Innovatics�Editorial Team Ir. RANDI RIZAL, Ph.D. +6285320132014
Posted: 2026-01-01

More Announcements...

Vol 7, No 2 (2025): September 2025

Table of Contents

Articles

Automated Identification of Oil Palms 17th Leaf Using YOLOv12 and Spatial Positioning

Jihad Rahmawan, Herman Yuliansyah, Anton Yudhana, Syahid Al Irfan

PDF 86-95

Comparison of Efficiency and Security of AES, Blowfish, and ChaCha20 Cryptographic Algorithms on Image and Document Files

Muhammad Bagus Bintang Timur, Royansyah Royansyah, Dewi Kusumaningsih

PDF 96-102

Forest Biomass Estimation through the Integration of UAV Imagery and Vegetation Indices: Toward Accurate and Efficient Monitoring

Vira Hasna Fadilah, Asep Id Hadiana, Agus Komarudin

PDF 103-109

Design of Prototype Early Warning System for Ship Gas Leakage and Fire Using MQ-6 Sensor and Arduino Uno Microcontroller

Yudi Irawan Chandra, Fitri Sjafrina, Diyah Ruri Irawati, Marti Riastuti

PDF 110-117

Data Augmentation Strategies on Spectrogram Features for Infant Cry Classification Using Convolutional Neural Networks

Alam Alam, Nuk Ghurroh Setyoningrum, Robby Maududy, Dea Dewi Damayanti, Hilmi Rahmawati

PDF 118-126

Liquefied Petroleum Gas (LPG) Leak Detection Mitigation System with MQ-6 Sensor based on the Internet of Things (IoT)

Dian Novitaningrum, Yuni Handayani, Taufik Hidayat

PDF 127-134

Enhancing YOLOv5s with Attention Mechanisms for Object Detection in Complex Backgrounds Environment

Ali Impron, Dina Lestari, Linda Sutriani, Syadza Anggraini, Randi Rizal

PDF 135-142

Comparison Analysis of Equivalence Class Partitioning and Boundary Value Analysis Techniques in Software Quality Testing of ReservasiPolnep Application

Zuhrie Alifiansyah, Syarifah Putri Agustini Alkadri, Rachmat Wahid Saleh Insani

PDF 143-150

Prediction of Dengue Fever Cases Using the Linear Regression Method Based on Open Data from West Java Province

Muhammad Khysam Firdaus, Herman Yuliansyah

PDF 151-161

Performance and Effectiveness Evaluation of the National Digital Samsat as a Public E-Government Service Using the PIECES Framework

Rahma Fitria, Amanda Syakhila, Desvina Yulisda, Azham Hussain, Arafat Febriandirza

PDF 162-170

ISSN: 2656-8993