M Raykah Alam Ramadan, Dhio Pratama Wiransyah, Satria Ramadhani, Rayya Ramadhan Simangunsong, Ken Dhita Tania, Alsella Meiriza, Ahmad Rifai

Comparison of Clustering Algorithms for Analyzing the Impact of Conflict on Poverty and Inflation

Economics

Armed conflict can have significant impacts on the social and economic conditions of a region, particularly on poverty levels and inflation. This stud...

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Rayna Shera Chang, Natalie Grace Widjaja Kuswanto, Jessica Laurentia Tedja, Christopher Andreas

Penerapan Regresi Logistik, K-NN, dan Naïve Bayes Berbasis Pendekatan CRISP-DM dalam Memprediksi Penyakit Jantung

Informatics

Heart disease remains the leading cause of mortality globally, despite having significant potential to be controlled through early detection and effec...

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Aulia Kartika Dewi, Raissa Amanda Putri

Sentiment Analysis on the Allocation of the MBG Program Budget Using Support Vector Machine

Informatics

Sentiment analysis is one of the applications of artificial intelligence and machine learning used to automatically identify and classify public opini...

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Putrama Alkhairi, Agus Perdana Windarto, Mesran Mesran, Roznim Roznim

Deep Learning-Based Early Detection Optimization for Rice Leaf Diseases to Support Sustainable Local Agriculture

Agriculture

Rice leaf diseases such as Bacterial Blight and Blast are major threats to rice productivity that directly impact food security and the sustainability...

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Junhai Wang, Setiawansyah Setiawansyah, Very Hendra Saputra

Hybrid Entropy and CRADIS Method Approach in Decision Support System for Selecting the Best Employees

Management

Selecting the right employees is a key factor in improving organizational performance and productivity. However, in many organizations, the employee s...

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Muhammad Fajar Dianqori, Dhomas Hatta Fudholi, Galih Aryo Utomo, Irving Vitra Paputungan

Hybrid DBSCAN - K-Means Clustering for Financial Loss Identification in INA-CBG Claims Based on Medical Treatment Patterns

Health

Hospital financial deficits due to INA-CBG claim discrepancies pose a critical challenge to healthcare sustainability in Indonesia. The difference bet...

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Muhammad Ghozali Sulton, Sugiyanto Sugiyanto

Pemodelan Pola Temporal Action Unit untuk Pengenalan Ekspresi Wajah Berbasis Bidirectional LSTM

Informatics

This study develops a facial expression recognition system based on Facial Action Units (AU) data using a Bidirectional Long Short-Term Memory (BiLSTM...

Review:

This paper addresses a critical challenge in facial expression recognition: the creation of temporally consistent and accurately labeled datasets, par...

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Muhammad Syarief Albani, Dedy Kurniawan, Ken Ditha Tania

Komparasi Model Ensemble dan Algoritma Machine Learning Untuk Memprediksi Penyakit Jantung

Medicine

This study compared the performance of nine machine learning algorithms in predicting heart disease using a dataset dating back to 1988 and consisting...

Review:

This study, titled "Komparasi Model Ensemble dan Algoritma Machine Learning Untuk Memprediksi Penyakit Jantung," presents a comprehensive comparative...

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Rastomi Pamungkas, Permata Permata, Rakhmat Dedi Gunawan, Adhie Thyo Priandika

Hybrid Music Recommendation System Using K-Means Clustering and Neural Collaborative Filtering for Spotify Playlist Personalization

Informatics

Personalizing music recommendations has become a significant challenge on music streaming platforms such as Spotify due to the vast number of availabl...

Review:

This paper addresses the significant challenge of personalizing music recommendations on platforms like Spotify, acknowledging the limitations of trad...

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Clara Indriani Putri, Aditia Yudhistira

Perbandingan Naïve Bayes dan Support Vector Machine Berbasis Term Frequency−Inverse Document Frequency pada Analisis Sentimen Ulasan Produk Afiliasi Lintas Platform TikTok dan Shopee

Informatics

The growth of affiliate marketing on digital platforms, particularly TikTok and Shopee, has led to a rapid increase in consumer reviews that can be le...

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