Published: 31-12-2024

Articles

Comparison Between SARIMA and DeepAR with Optuna Hyperparameter Optimization for Estimating Rice Production Data in Indonesia

Muhammad Farhan Zahid, Anwar Fitrianto, Pika Silvianti, Aam Alamudi

95-111

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Acne Severity Classification Study Using Convolutional Neural Network Algorithm with MobileNetV2 Architecture

Kajian Klasifikasi Tingkat Keparahan Jerawat Menggunakan Algoritma Convolutional Neural Network

Faadiyah Ramadhani, Septian Rahardiantoro, Mohammad Masjkur

112-128

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Multi-Objective Optimization by Ratio Analysis (MOORA) Method for Decision Support System in Selecting the Best Electric Car

Metode Multi-Objective Optimization by Rasio Analysis (MOORA) Untuk Sistem Pendukung Keputusan Dalam Pemilihan Mobil Listrik Terbaik

Zakiyah Humaira, M. Irfan Ariandi, Arie Qur’ania, Teguh Puja Negara

129-131

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Energy Sector Stock Price Forecasting with Time Series Clustering Approach

Peramalan Harga Saham Sektor Energi dengan Pendekatan Penggerombolan Data Deret Waktu

Linda Sakinah, Rahma Anisa, I Made Sumertajaya

132-142

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Ordinal Logistic Regression Model of Micro, Small, and Medium-Sized Enterprises Income: A Case Study of Micro, Small and Medium-Sized Enterprises in Surabaya

Amalia Nur Alifah, Almira Ivah Edina, Mawanda Almuhayar

143-154

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Statistical Downscaling Model with Jackknife Ridge Regression and Modified Jackknife Ridge Regression to Forecast Rainfall

Sitti Sahriman, Dewi Upa

155 - 165

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Handling Unbalanced Data with SMOTE Algorithm for Unemployment Classification in Lima Puluh Kota Regency Using CART Method

Aldwi Riandhoko, Nonong Amalita, Dodi Vionanda, Admi Salma

166-177

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Implementation of Fuzzy C-Means Algorithm for Clustering Provinces in Indonesia Based on Micro and Small Industry Ratio in Village Areas

Frandito Rahmanesta, Zamahsary Martha, Dodi Vionanda, Zilrahmi Zilrahmi

178-190

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Comparison of K-Means and K-Medoids in Clustering Regency/City in West Sumatra Province Based on Environmental Indicators

Silfi Robiati, Dina Fitria, Dodi Vionanda, Dwi Sulistiowati

191-201

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Classification of Drinking Water Source Suitability in West Java Using XGBoost and Cluster Analysis Based on SHAP Values

Klasifikasi Kelayakan Sumber Air Minum di Jawa Barat Menggunakan XGBoost dan Analisis Klasterisasi Berdasarkan Nilai SHAP

Annisa Permata Sari, Billy, Denanda Aufadlan Tsaqif, Bagus Sartono, Aulia Rizki Firdawanti

202-214

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