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Posts by Collection
portfolio
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publications
Tourist Recommendation System by Using Restricted Boltzmann Machine and Matrix Factorization Alternating Square
Published in Journal of Physics: Conference Series, Lekantara Annual Conference on Engineering and Information Technology (LiTE), 2021
This paper discusses a tourist recommendation system using machine learning techniques.
Recommended citation: Pratama, Y. (2021). "Tourist Recommendation System by Using Restricted Boltzmann Machine and Matrix Factorization Alternating Square." Journal of Physics: Conference Series. 2394.
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One-Shot Learning Batak Toba Character Recognition Using Siamese Neural Network
Published in Telkomnika, 2022
This paper explores the use of a Siamese Neural Network for Batak Toba character recognition.
Recommended citation: Pratama, Y. (2022). "One-Shot Learning Batak Toba Character Recognition Using Siamese Neural Network." Telkomnika. 21(3).
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Image Preprocessing and Hyperparameter Optimization on Pretrained Model MobileNetV2 in White Blood Cell Image Classification
Published in International Journal of Artificial Intelligence, 2023
This paper discusses the use of MobileNetV2 for white blood cell image classification.
Recommended citation: Pratama, Y. (2023). "Image Preprocessing and Hyperparameter Optimization on Pretrained Model MobileNetV2 in White Blood Cell Image Classification." International Journal of Artificial Intelligence. 12(3).
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Corn Plant Disease Classification Based on Leaf using Residual Networks-9 Architecture
Published in International Journal of Electrical and Computer Engineering, 2023
This paper focuses on classifying corn plant diseases using a deep learning model.
Recommended citation: Pratama, Y. (2023). "Corn Plant Disease Classification Based on Leaf using Residual Networks-9 Architecture." International Journal of Electrical and Computer Engineering. 13(3).
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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