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Vol. 6 No. 1 (2025): Indonesian Journal of Data and Science

The articles in this issue (1 Retracted and 14 original articles) were authored/co-authored by 50 authors from 6 countries (Turkey turkey , South Africa , Malaysia Malaysia flag , Nigeria Nigeria flag , Indonesia Indonesia flag , Botswana Botswana flag ) and 17 affiliations (Van Yuzuncu Yil University , Ahmadu Bello University, Josep Sarwuan Tarka University, New Era College of Arts, Science & Technology new_era_college_OF_arts,_science_technology.jpg , Botho University, Universitas Negeri Malang UM logo , Institut Bisnis dan Teknologi Indonesia INSTIKI logo , Universitas Pancasakti UNPACTI logo , Universitas Teknologi Digital Indonesia , Universitas Cendekia Mitra Indonesia, Universitas Semarang, UHN IGB Sugriwa Denpasar, Universitas Satya Terra Bhinneka, Universitas Budi Darma, Universiti Kuala Lumpur UniKL logo , Universitas Muslim Indonesia UMI logo , Universitas Mulawarman Unmul logo , Universitas Widya Gama Mahakam Samarinda)

DOI: https://doi.org/10.56705/ijodas.v6i1

Published: 2025-03-31

Articles

[RETRACTED] Comparison of Parameter Estimation Methods in Weibull Distribution Retracted for violating publication ethics – copied content

Dler Najmaldin

1-9
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Improving Part-of-Speech Tagging with Relative Positional Encoding in Transformer Models and Basic Rules

Abdukareem Mohammad, Mohammed Abdullahi , Jerome Aondongu Achir

10-19
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Application of Mamdani Fuzzy Logic in Identifying Postpartum Depression Risk

Agnes Nola Sekar Kinasih, Moh Hosen, Anik Nur Handayani

20-28
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Performance Comparasion of DenseNet-121 and MobileNetV2 for Cacao Fruit Disease Image Classification

Kadek Rizki Ariawan, Anak Agung Gde Ekayana, I Putu Yoga Indrawan, Komang Redy Winatha, I Nyoman Anom Fajaraditya Setiawan

29-37
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Implementation of Ensemble Deep Learning for Brain MRI Classification in Tumor Detection

Rahmat Fuadi Syam

38-45
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An Optimization Strategy for Reducing CO₂ in Livestock Farming with IoT Integration and Decision Support System Approach Using Linear Programming

Annisa Fikria Shimbun, Muhammad Arif Alfian, Agam Saka Jati, Edi Faizal

46-54
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Implementation of Support Vector Machine Algorithm for Classification of Study Period and Graduation Predicate of Students

Sumiyatun, Yagus Cahyadi, Edi Faizal

55-63
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Comparison of ResNet-50 and DenseNet-121 Architectures in Classifying Diabetic Retinopathy

I Putu Gede Yoga Pramana Putra, Ni Wayan Jeri Kusuma Dewi , Putu Surya Wedra Lesmana, I Gede Totok Suryawan, Putu Satria Udyana Putra

64-72
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Evaluating Machine Learning Approaches: A Comparative Study of Random Forest and Neural Networks in Grade Classification

Subitha Sivakumar, Sivakumar Venkataraman

73-80
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Churn Prediction in Credit Customers Using Random Forest and XGBoost Methods

Bagas Akbar Maulana, Nurtriana Hidayati

81-89
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Comparative Analysis of Gradient-Based Optimizers in Feedforward Neural Networks for Titanic Survival Prediction

I Putu Adi Pratama, Ni Wayan Jeri Kusuma Dewi

90-102
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Use of Machine Learning in Power Consumption Optimization of Computing Devices

Rivalri Kristianto Hondro, Hendro Sutomo Ginting, Peter Jaya Negara Simanjuntak, Hanna Tresia Silalahi, Sarwandi

103-111
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Optimizing Javanese Numeral Recognition Using YOLOv8 Technology: An Approach for Digital Preservation of Cultural Heritage

Lukman Syafie, Huzain Azis, Fadhila Tangguh Admojo

112-121
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A Comperative Study on Efficacy of CNN VGG-16, DenseNet121, ResNet50V2, And EfficientNetB0 in Toraja Carving Classification

Herman, An'nisa Pratama Putri, Megat Norulazmi Megat Mohamed Noor, Herdianti Darwis, Lilis Nur Hayati, Irawati, Ihwana As’ad

122-131
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Sugeno Fuzzy Logic for IoT-based Chicken Farm Drinking Water Quality Monitoring

Rosmasari, Didi Nur Rahmad , Anton Prafanto, Aulia Khoirunnita, Muh Jamil

132-141
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