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

INNOVATICS International Journal is a peer-reviewed journal written in English which is published twice a year (March and September) with a review process using a double-blind review. The review process of INNOVATICS consists of two processes: 1st review and 2nd review. Each process requires about 4 weeks to review your manuscript. In general, decisions will be made after peer-review. Submitted manuscripts will be reviewed by two reviewers: a member of the editorial committee and one referee requested to review the paper. The editor will summarize the reports from the referees, and send a final decision to author(s).

The author(s) will be notified via email regarding the initial review decision within 1 Week after receiving the manuscript and the overall peer review process until the issuance of the LoA will be carried out for a maximum of 8 Weeks or 2 Months. Notification will be in the form of, Evaluation A (Accept as it is), Evaluation B (Accept after minor revision), Evaluation C (Accept after major revision), or Evaluation D (Reject).

To improve the quality of articles, every article submitted must be written in English, there are at least 2 authors and 15 reference articles from journals and use Mendeley or Bibliography as reference software. For standard number of pages must be 8 pages or more and maximum page length is 10 pages.


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

	Automated Identification of Oil Palm’s 17th Leaf Using YOLOv12 and Spatial Positioning DOI: 10.37058/innovatics.v7i2.15766 \| Abstract views : 325 times 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 DOI: 10.37058/innovatics.v7i2.15748 \| Abstract views : 388 times 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 DOI: 10.37058/innovatics.v7i2.14931 \| Abstract views : 211 times 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 DOI: 10.37058/innovatics.v7i2.16382 \| Abstract views : 138 times 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 DOI: 10.37058/innovatics.v7i2.16823 \| Abstract views : 195 times 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) DOI: 10.37058/innovatics.v7i2.16705 \| Abstract views : 200 times Dian Novitaningrum, Yuni Handayani, Taufik Hidayat	PDF 127-134
	Enhancing YOLOv5s with Attention Mechanisms for Object Detection in Complex Backgrounds Environment DOI: 10.37058/innovatics.v7i2.16833 \| Abstract views : 151 times 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 DOI: 10.37058/innovatics.v7i2.16789 \| Abstract views : 114 times 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 DOI: 10.37058/innovatics.v7i2.16143 \| Abstract views : 94 times 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 DOI: 10.37058/innovatics.v7i2.15672 \| Abstract views : 104 times Rahma Fitria, Amanda Syakhila, Desvina Yulisda, Azham Hussain, Arafat Febriandirza	PDF 162-170

Vol 7, No 2 (2025)

Innovation in Research of Informatics (Innovatics)

Announcements

Information: New Journal Submission Link 2026

Vol 7, No 2 (2025): September 2025

Vol 7, No 2 (2025) ARCHIVES

Table of Contents

Articles

Vol 7, No 2 (2025)
ARCHIVES