Leonel Hernandez
7 Papers
Leonel Hernandez is an academic researcher. The author has contributed to research in topics: Computer science & Artificial neural network. The author has an hindex of 3, co-authored 5 publications.
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Papers
Time-series analysis with smoothed Convolutional Neural Network
Aji Prasetya Wibawa,Agung Bella Putra Utama,Hakkun Elmunsyah,Utomo Pujianto,Felix Andika Dwiyanto,Leonel Hernandez +5 more
TL;DR: In this paper , a hybrid exponential smoothing using CNN called Smoothed-CNN (S-CNN) is introduced. But the method of combining tactics outperforms the majority of individual solutions in forecasting.
Time-series analysis with smoothed Convolutional Neural Network
Aji Prasetya Wibawa,Agung Bella Putra Utama,Hakkun Elmunsyah,Utomo Pujianto,Felix Andika Dwiyanto,Leonel Hernandez +5 more
TL;DR: In this article , a hybrid exponential smoothing using CNN called Smoothed-CNN (S-CNN) is introduced. But the method of combining tactics outperforms the majority of individual solutions in forecasting.
Neural Machine Translation of Spanish-English Food Recipes Using LSTM
Khen Dedes,Agung Bella Putra Utama,Aji Prasetya Wibawa,Arif Nur Afandi,Anik Nur Handayani,Leonel Hernandez +5 more
TL;DR: This study developed a translation formula using a neural machine translation (NMT) method to convert the country's popular cuisine recipes into another language for further research, allowing it to become more widely recognized abroad.
Deep Learning Approaches with Optimum Alpha for Energy Usage Forecasting
Aji Prasetya Wibawa,Agung Bella Putra Utama,Ade Kurnia Ganesh Akbari,Akhmad Fanny Fadhilla,Alfiansyah Putra Pertama Triono,Andien Khansaaa Iffat Paramarta,Faradini Usha Setyaputri,Leonel Hernandez +7 more
TL;DR: Deep Learning methods are used to improve the accuracy of energy usage forecasting by optimizing the alpha value in exponential smoothing, thereby improving forecasting accuracy and contributing to a sustainable and efficient energy system.
Publishing management curriculum in Indonesia
Aji Prasetya Wibawa,Imanuel Hitipeuw,Roni Herdianto,Febri Dwi Hariyanto,Ilham Mulya Putra Pradana,Felix Andika Dwiyanto,Leonel Hernandez +6 more
TL;DR: In this paper , the authors describe the curriculum design to implement it into formal education, especially in higher education at the magister level, which is expected that the graduates of this program are able to contribute to the scientific publication business and industry and fulfill the needs of scientific content both in quantity and quality.
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