Vol. 8 No. 1 (2025): March 2025

In Press for Next Edition

Published: 2024-11-04

Articles

Classification of Big Data Stunting in North Sumatra Using Support Vector Regression Method

Maradona Jonas Simanullang, Rika Rosnelly, Bob Subhan Riza

1-10
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Implementation of Apriori Algorithm in Determining the Layout of Items

Yollanda Putry, Raja Tama Andri Agus, Maulana Dwi Sena

11-18
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Clothing Inventory Forecasting System at Kagas Using the Weighted Moving Average Method

Indah Sulistiani, Muhammad Ardiansyah Sembiring, Akmal Akmal

19-25
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Algorithm Comparison of Hierarchical and Non-Hierarchical Clustering Method in Grouping Regional Poverty Variables

Farhan Maulana, Arie Wahyu Wijayanto

26-40
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Enhanced Fashion-MNIST Classification Using a Hybrid VGG-16-DenseNet121 Architecture

Gheri Febri Ananda, Risfendra Risfendra, Eko Wahyudi

41-50
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Single Moving Average Method Forecasting to Predict Skincare Sales

Siti Marhama, Muhammad Ardiansyah Sembiring, Maulana Dwi Sena

51-58
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Implementation of Supervised Learning Method In Grapevine Leaf Classification

Stevanie Aurelia Lifindra, Imam Yuadi

59-66
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Identifying Twitter Topics Using K-Means Clustering and Association Rule Mining for Improved Insights

Cristiany Gunu Lengari, Ira Puspitasari

67-75
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Performance Evaluation of Machine Learning Models for Predicting Household Energy Consumption: A Comparative Study

Gregorius Airlangga

76-85
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Identification of Little Tuna Species Using Convolutional Neural Networks (CNN) Method and ResNet-50 Architecture

Diah Ayu Pusparani, Made Windu Antara Kesiman, Kadek Yota Ernanda Aryanto

86-93
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Evaluation of Ensemble and Hybrid Models for Predicting Household Energy Consumption: A Comparative Study of Machine Learning Approaches

Gregorius Airlangga

94-101
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Implementation of Fingerprint Biometrics on Smart Door Entrance Access Integrated with Internet of Things-based PINs

Wulan Tri Handini, Jon Endri, Irma Salamah

102-109
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Design and Development of An Intelligent Automatic Tilapia Fish Farming Device in A Bucket Based on Internet of Things

Gina Amanah Suni, Mohammad Fadhli, Martinus Mujur Rose

110-119
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Unlocking the Future: EFL Students' Insights on Artificial Intelligences for Academic Writing

Muhammad Mugni Assapari, Rosyadi Hidayati, Siti Raudatul Warni Mukti

120-129
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Implementation of Fuzzy Logic Method on Plantation Monitoring System in Website-Based Smart Farming

Clara Oktariani, Ali Nurdin, Ade Silvia Handayani

130-140
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Enhancing Image Quality for the Detection of Underwater Debris with Adaptive Fuzzy Filter

Apriyanto Halim, Mustika Ulina, Tanti Tanti, Frans Mikael Sinaga

141-148
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Sentiment Analysis on Application X on the Use of Red Oil Using the Naïve Bayes Method

Tajuddin Tanjung, Muhammad Siddik Hasibuan

149-160
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Predicting Student On-Time Graduation Using Particle Swarm Optimization and Random Forest Algorithms

Arif Rahman, Deni Mahdiana, Achmad Fauzi

161-173
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Fuzzy Time Series Analysis for Stock Sales Forecasting

Muhammad Ezar Raditya, Sriani Sriani

174-186
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Tomato Pest and Disease Identification Based on Improved Deep Residual Network and Transfer Learning

Peng Linli, Tjong Wan Sen, Hasanul Fahmi, Rusdianto Roestam

187-200
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Natural Language Processing for Enhancing Anamnesis Documentation in Typhoid Fever Cases

Tacyah Kholifah Putri, Mieke Nurmalasari, Hosizah Hosizah, Dewi Krismawati, Satria Bagus Panutun

201-209
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Comparison of Recurrent Neural Network and Naive Bayes Algorithms in Identifying Stunting in Toddlers

Forentina Kerti Pratiwi Sujayanti, Yisti Vita Via, Muhammad Muharrom Al Haromainy

210-218
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Motorcycle License Plate and Driver Face Verification Using Siamese Neural Network Model

Yeremia Yosefan Pane, Kana Saputra S, Said Iskandar Al Idrus, Hermawan Syahputra

219-228
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Prediction of Heart Disease Using K-Nearest Neighbor and Particle Swarm Optimization Algorithm

Elin Panca Saputra, Andi Saryoko, Aryo Tunjung Kusumo, Priyono Priyono

229-235
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Automatic Detection of Acne Types Using the YOLOv5 Method

Salsabila Pinasty, Raden Bagus Fajriya Hakim

236-248
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Automatic Classifier of Road Condition and Early Warning System for Potholes

Jeremia Manurung, Mansur As, Hamidah Nasution, Said Iskandar Al Idrus, Kana Saputra S

249-261
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Enhancing Stego Image Quality With SIUN Post-Processing of Image Steganography Without Embedding DCGAN Outputs

Jessica Forenziana, Tjong Wan Sen

262-270
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Predicting Catfish Growth and Feed Efficiency in Using Decision Tree and Support Vector Regression

Zaqi Kurniawan, Rizka Tiaharyadini

271-280
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Random Forest Optimization Using Recursive Feature Elimination for Stunting Classification

Sophya Hadini Marpaung, Frans Mikael Sinaga, Khairul Hawani Rambe, Fandi Presly Simamora, Kelvin Kelvin

281-287
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Enhancing Single Nucleotide Polymorphisms Detection from Imbalanced Data: A Study of Resampling Techniques in Machine Learning Algorithms

Rossy Nurhasanah, Dedy Arisandi, Fanindia Purnamasari, Hayatunnufus Hayatunnufus, Daisy Sere Damara Simangunsong, Aflah Mutsanni Pulungan

288-299
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