Indonesian Journal of Artificial Intelligence and Data Mining

Indonesian Journal of Artificial Intelligence and Data Mining (IJAIDM) is an electronic periodical publication published by Puzzle Research Data Technology (Predatech) Faculty of Science and Technology UIN Sultan Syarif Kasim Riau, Indonesia. IJAIDM provides online media to publish scientific articles from research in the field of Artificial Intelligence and Data Mining.

IJAIDM will be published 2 (two) times a year, in March and September, each edition contains 7 (seven) articles. Articles may be written in English with 20% Similarity. Articles submitted to IJAIDM will be reviewed at least by 2 (two) reviewers. The submitted article must meet the assessment criteria and in accordance with the instructions and templates provided by IJAIDM. The author should upload the Statement of Intellectual/ Copyright Rights when submitting the manuscript. Paper must be sent to Open Journal System (OJS) with .doc or .docx format. IJAIDM is registered in National Library with Number International Standard Serial Number (ISSN) Printed: 2614-3372 and Online 2614-6150. IJAIDM uses Turnitin plagiarism checks, Mendeley for reference management and supported by Crossref (DOI) for identification of scientific paper. Organization Statement Letter of Chancellor: 2018 | 2019 | 2020 | 2021

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Journal Homepage Image

Journal title: Indonesian Journal of Artificial Intelligence and Data Mining
Initial: IJAIDM
Frequency: 2 Issues per Year
DOI: Crossref
Editor in Chief: Mustakim, S.T., M.Kom. [Scopus | Google Scholar | Sinta]
Publisher: Puzzle Research Data Technology (Predatech) UIN Sultan Syarif Kasim Riau
Accredite: SINTA 3 KEMENDIKBUD
Language: English
Similarity Check: Under 20% Turnitin
Publish Online: March and September
Management References: Mendeley (Min 20 References Intenational Journal)

International Contributor (Editor, Reviewer and Author)

           

Indonesian Journal of Artificial Intelligence and Data Mining (IJAIDM) indexing by:

 

Attention:
Authors who have submitted to IJAIDM and have received assessment results from reviewers, please immediately fix your paper (if revised) within a maximum 30 days. If within that time there is no news, information and notification either via email (ijaidm@uin-suska.ac.id) or via WhatsApp (Fast Response), we from IJAIDM Team will reject the paper and include the author on IJAIDM blacklist.

Announcements

 

IJAIDM Publication Changes

  

Starting Volume 8 in 2025, the Indonesian Journal of Artificial Intelligence and Data Mining (IJAIDM) will be published 3 times a year (March, July and November).

  
Posted: 2024-03-01 More...
 
More Announcements...

Vol 8, No 1 (2025): March 2025

In Press for Next Edition

Table of Contents

Articles

Classification of Big Data Stunting in North Sumatra Using Support Vector Regression Method
DOI : 10.24014/ijaidm.v8i1.32177 | Abstract views : 622 times
Maradona Jonas Simanullang, Rika Rosnelly, Bob Subhan Riza
PDF
1-10
Implementation of Apriori Algorithm in Determining the Layout of Items
DOI : 10.24014/ijaidm.v8i1.31206 | Abstract views : 373 times
Yollanda Putry, Raja Tama Andri Agus, Maulana Dwi Sena
PDF
11-18
Clothing Inventory Forecasting System at Kagas Using the Weighted Moving Average Method
DOI : 10.24014/ijaidm.v8i1.31498 | Abstract views : 298 times
Indah Sulistiani, Muhammad Ardiansyah Sembiring, Akmal Akmal
PDF
19-25
Algorithm Comparison of Hierarchical and Non-Hierarchical Clustering Method in Grouping Regional Poverty Variables
DOI : 10.24014/ijaidm.v8i1.29393 | Abstract views : 460 times
Farhan Maulana, Arie Wahyu Wijayanto
PDF
26-40
Enhanced Fashion-MNIST Classification Using a Hybrid VGG-16-DenseNet121 Architecture
DOI : 10.24014/ijaidm.v8i1.32225 | Abstract views : 401 times
Gheri Febri Ananda, Risfendra Risfendra, Eko Wahyudi
PDF
41-50
Single Moving Average Method Forecasting to Predict Skincare Sales
DOI : 10.24014/ijaidm.v8i1.32028 | Abstract views : 303 times
Siti Marhama, Muhammad Ardiansyah Sembiring, Maulana Dwi Sena
PDF
51-58
Implementation of Supervised Learning Method In Grapevine Leaf Classification
DOI : 10.24014/ijaidm.v8i1.31633 | Abstract views : 515 times
Stevanie Aurelia Lifindra, Imam Yuadi
PDF
59-66
Identifying Twitter Topics Using K-Means Clustering and Association Rule Mining for Improved Insights
DOI : 10.24014/ijaidm.v8i1.31720 | Abstract views : 373 times
Cristiany Gunu Lengari, Ira Puspitasari
PDF
67-75
Performance Evaluation of Machine Learning Models for Predicting Household Energy Consumption: A Comparative Study
DOI : 10.24014/ijaidm.v8i1.32791 | Abstract views : 234 times
Gregorius Airlangga
PDF
76-85
Identification of Little Tuna Species Using Convolutional Neural Networks (CNN) Method and ResNet-50 Architecture
DOI : 10.24014/ijaidm.v8i1.31620 | Abstract views : 539 times
Diah Ayu Pusparani, Made Windu Antara Kesiman, Kadek Yota Ernanda Aryanto
PDF
86-93
Evaluation of Ensemble and Hybrid Models for Predicting Household Energy Consumption: A Comparative Study of Machine Learning Approaches
DOI : 10.24014/ijaidm.v8i1.32819 | Abstract views : 225 times
Gregorius Airlangga
PDF
94-101
Implementation of Fingerprint Biometrics on Smart Door Entrance Access Integrated with Internet of Things-based PINs
DOI : 10.24014/ijaidm.v8i1.31738 | Abstract views : 277 times
Wulan Tri Handini, Jon Endri, Irma Salamah
PDF
102-109
Design and Development of An Intelligent Automatic Tilapia Fish Farming Device in A Bucket Based on Internet of Things
DOI : 10.24014/ijaidm.v8i1.31809 | Abstract views : 201 times
Gina Amanah Suni, Mohammad Fadhli, Martinus Mujur Rose
PDF
110-119
Unlocking the Future: EFL Students' Insights on Artificial Intelligences for Academic Writing
DOI : 10.24014/ijaidm.v8i1.30307 | Abstract views : 358 times
Muhammad Mugni Assapari, Rosyadi Hidayati, Siti Raudatul Warni Mukti
PDF
120-129
Implementation of Fuzzy Logic Method on Plantation Monitoring System in Website-Based Smart Farming
DOI : 10.24014/ijaidm.v8i1.31823 | Abstract views : 212 times
Clara Oktariani, Ali Nurdin, Ade Silvia Handayani
PDF
130-140
Enhancing Image Quality for the Detection of Underwater Debris with Adaptive Fuzzy Filter
DOI : 10.24014/ijaidm.v8i1.33010 | Abstract views : 102 times
Apriyanto Halim, Mustika Ulina, Tanti Tanti, Frans Mikael Sinaga
PDF
141-148
Sentiment Analysis on Application X on the Use of Red Oil Using the Naïve Bayes Method
DOI : 10.24014/ijaidm.v8i1.35422 | Abstract views : 120 times
Tajuddin Tanjung, Muhammad Siddik Hasibuan
PDF
149-160
Predicting Student On-Time Graduation Using Particle Swarm Optimization and Random Forest Algorithms
DOI : 10.24014/ijaidm.v8i1.33577 | Abstract views : 198 times
Arif Rahman, Deni Mahdiana, Achmad Fauzi
PDF
161-173
Fuzzy Time Series Analysis for Stock Sales Forecasting
DOI : 10.24014/ijaidm.v8i1.34370 | Abstract views : 149 times
Muhammad Ezar Raditya, Sriani Sriani
PDF
174-186
Tomato Pest and Disease Identification Based on Improved Deep Residual Network and Transfer Learning
DOI : 10.24014/ijaidm.v8i1.34038 | Abstract views : 123 times
Peng Linli, Tjong Wan Sen, Hasanul Fahmi, Rusdianto Roestam
PDF
187-200
Natural Language Processing for Enhancing Anamnesis Documentation in Typhoid Fever Cases
DOI : 10.24014/ijaidm.v8i1.33325 | Abstract views : 123 times
Tacyah Kholifah Putri, Mieke Nurmalasari, Hosizah Hosizah, Dewi Krismawati, Satria Bagus Panutun
PDF
201-209
Comparison of Recurrent Neural Network and Naive Bayes Algorithms in Identifying Stunting in Toddlers
DOI : 10.24014/ijaidm.v8i1.33946 | Abstract views : 109 times
Forentina Kerti Pratiwi Sujayanti, Yisti Vita Via, Muhammad Muharrom Al Haromainy
PDF
210-218
Motorcycle License Plate and Driver Face Verification Using Siamese Neural Network Model
DOI : 10.24014/ijaidm.v8i1.31750 | Abstract views : 136 times
Yeremia Yosefan Pane, Kana Saputra S, Said Iskandar Al Idrus, Hermawan Syahputra
PDF
219-228
Prediction of Heart Disease Using K-Nearest Neighbor and Particle Swarm Optimization Algorithm
DOI : 10.24014/ijaidm.v8i1.33373 | Abstract views : 175 times
Elin Panca Saputra, Andi Saryoko, Aryo Tunjung Kusumo, Priyono Priyono
PDF
229-235
Automatic Detection of Acne Types Using the YOLOv5 Method
DOI : 10.24014/ijaidm.v8i1.35617 | Abstract views : 199 times
Salsabila Pinasty, Raden Bagus Fajriya Hakim
PDF
236-248
Automatic Classifier of Road Condition and Early Warning System for Potholes
DOI : 10.24014/ijaidm.v8i1.31866 | Abstract views : 111 times
Jeremia Manurung, Mansur As, Hamidah Nasution, Said Iskandar Al Idrus, Kana Saputra S
PDF
249-261
Enhancing Stego Image Quality With SIUN Post-Processing of Image Steganography Without Embedding DCGAN Outputs
DOI : 10.24014/ijaidm.v8i1.35640 | Abstract views : 109 times
Jessica Forenziana, Tjong Wan Sen
PDF
262-270
Predicting Catfish Growth and Feed Efficiency in Using Decision Tree and Support Vector Regression
DOI : 10.24014/ijaidm.v8i1.32889 | Abstract views : 102 times
Zaqi Kurniawan, Rizka Tiaharyadini
PDF
271-280
Random Forest Optimization Using Recursive Feature Elimination for Stunting Classification
DOI : 10.24014/ijaidm.v8i1.35295 | Abstract views : 176 times
Sophya Hadini Marpaung, Frans Mikael Sinaga, Khairul Hawani Rambe, Fandi Presly Simamora, Kelvin Kelvin
PDF
281-287
Enhancing Single Nucleotide Polymorphisms Detection from Imbalanced Data: A Study of Resampling Techniques in Machine Learning Algorithms
DOI : 10.24014/ijaidm.v8i1.32942 | Abstract views : 93 times
Rossy Nurhasanah, Dedy Arisandi, Fanindia Purnamasari, Hayatunnufus Hayatunnufus, Daisy Sere Damara Simangunsong, Aflah Mutsanni Pulungan
PDF
288-299