Knowledge Engineering and Data Science | Vol 7 | No. 1

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Articles

Exploring LSTM-based Attention Mechanisms with PSO and Grid Search under Different Normalization Techniques for Energy demands Time Series Forecasting
Andri Pranolo, Xiaofeng Zhou, Yingchi Mao, Bambang Widi Pratolo, Aji Prasetya Wibawa, Agung Bella Putra Utama, Abdoul Fatakhou Ba, and Abdullahi Uwaisu Muhammad

https://doi.org/10.17977/um018v7i12024p1-12

pp. 1 - 12

Hybrid Method for User Review Sentiment Categorization in ChatGPT Application Using N-Gram and Word2Vec Features
Husna Luthfiatun Nisa and Atina Ahdika

https://doi.org/10.17977/um018v7i12024p13-26

pp. 13 - 26

Convolutional Neural Network in Motion Detection for Physiotherapy Exercise Movement
Dika Fikri Laistulloh, Anik Nur Handayani, Rosa Andrie Asmara, and Phillip Taw

https://doi.org/10.17977/um018v7i12024p27-39

pp. 27 - 39

Optimizing Malaria Control: Granular and Cost-Effective Mosquito Habitat Index in Endemic Areas Through Satellite Imagery
Nur Ainun Daulay, Salwa Rizqina Putri, Arie Wahyu Wijayanto, and Ika Yuni Wulansari

https://doi.org/10.17977/um018v7i12024p40-57

pp. 40 - 57

Optimising the Fashion E-Commerce Journey: A Data-Driven Approach to Customer Retention
Hasna Luthfiana Fadhila, Vynska Amalia Permadi, and Sylvert Prian Tahalea

https://doi.org/10.17977/um018v7i12024p58-70

pp. 58 - 70

Docker Optimization of an Automotive Sector Virtual Server Infrastructure
Leonel Hernandez and Carlos Eduardo Uc Rios

https://doi.org/10.17977/um018v7i12024p71-85

pp. 71 - 85

Random Forest Algorithm to Measure the Air Pollution Standard Index
Ariyono Setiawan, Untung Lestari Wibowo, Ahmad Mubarok, and Khoirunnisa Larasati

https://doi.org/10.17977/um018v7i12024p86-100

pp. 86 - 100

Timbre Style Transfer for Musical Instruments Acoustic Guitar and Piano using the Generator-Discriminator Model
Widean Nagari, Joan Santoso, and Esther Irawati Setiawan

https://doi.org/10.17977/um018v7i12024p101–116

pp. 101 - 116

A Novel Approach to Defect Detection in Arabica Coffee Beans Using Deep Learning: Investigating Data Augmentation and Model Optimization
Yusriel Ardian, Novta Danyel Irawan, Sutoko Sutoko, and I Nyoman Gede Arya Astawa

https://doi.org/10.17977/um018v7i12024p117-127

pp. 117 - 127