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Hilman F. PARDEDE
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Machine learning-based for automatic detection of corn-plant diseases using image processing
BS Kusumo, A Heryana, O Mahendra, HF Pardede
2018 International conference on computer, control, informatics and its …, 2018
1182018
Unsupervised convolutional autoencoder-based feature learning for automatic detection of plant diseases
HF Pardede, E Suryawati, R Sustika, V Zilvan
2018 international conference on computer, control, informatics and its …, 2018
762018
Deep structured convolutional neural network for tomato diseases detection
E Suryawati, R Sustika, RS Yuwana, A Subekti, HF Pardede
2018 international conference on advanced computer science and information …, 2018
742018
Evaluation of deep convolutional neural network architectures for strawberry quality inspection
R Sustika, A Subekti, HF Pardede, E Suryawati, O Mahendra, S Yuwana
International Journal of Engineering and Technology(UAE) 7 (4), 75-80, 2018
492018
Wood identification based on histogram of oriented gradient (HOG) feature and support vector machine (SVM) classifier
B Sugiarto, E Prakasa, R Wardoyo, R Damayanti, LM Dewi, HF Pardede, ...
2017 2nd International conferences on Information Technology, Information …, 2017
452017
Hybrid Method of Information Gain and Particle Swarm Optimization for Selection of Features of SVM-Based Sentiment Analysis
I Kurniawati, HF Pardede
2018 International Conference on Information Technology Systems and …, 2019
332019
Feature normalization based on non-extensive statistics for speech recognition
HF Pardede, K Iwano, K Shinoda
Speech Communication 55 (5), 587-599, 2013
272013
Plant diseases detection with low resolution data using nested skip connections
HF Pardede, E Suryawati, V Zilvan, A Ramdan, RBS Kusumo, A Heryana, ...
Journal of Big Data 7, 1-21, 2020
262020
Diseases classification for tea plant using concatenated convolution neural network
D Krisnandi, HF Pardede, RS Yuwana, V Zilvan, A Heryana, F Fauziah, ...
CommIT (Communication and Information Technology) Journal 13 (2), 67─ 77-67 …, 2019
252019
Klasifikasi Sms Spam Menggunakan Support Vector Machine
A Setiyono, HF Pardede
Jurnal Pilar Nusa Mandiri 15 (2), 275-280, 2019
252019
Speech enhancement using deep learning methods: A review
AR Yuliani, MF Amri, E Suryawati, A Ramdan, HF Pardede
Jurnal Elektronika dan Telekomunikasi 21 (1), 19-26, 2021
242021
Unsupervised feature learning-based encoder and adversarial networks
E Suryawati, HF Pardede, V Zilvan, A Ramdan, D Krisnandi, A Heryana, ...
Journal of Big Data 8, 1-17, 2021
222021
Denoising convolutional variational autoencoders-based feature learning for automatic detection of plant diseases
V Zilvan, A Ramdan, E Suryawati, RBS Kusumo, D Krisnandi, HF Pardede
2019 3rd International Conference on Informatics and Computational Sciences …, 2019
222019
Comparison of features for strawberry grading classification with novel dataset
O Mahendra, HF Pardede, R Sustika, RBS Kusumo
2018 International Conference on Computer, Control, Informatics and its …, 2018
202018
Transfer learning and fine-tuning for deep learning-based tea diseases detection on small datasets
A Ramdan, A Heryana, A Arisal, RBS Kusumo, HF Pardede
2020 International Conference on Radar, Antenna, Microwave, Electronics, and …, 2020
192020
Convolutional neural network and feature transformation for distant speech recognition
HF Pardede, AR Yuliani, R Sustika
International Journal of Electrical and Computer Engineering 8 (6), 5381-5388, 2018
192018
Speech enhancement for secure communication using coupled spectral subtraction and Wiener filter
H Pardede, K Ramli, Y Suryanto, N Hayati, A Presekal
Electronics 8 (8), 897, 2019
182019
Multi-condition training on deep convolutional neural networks for robust plant diseases detection
RS Yuwana, E Suryawati, V Zilvan, A Ramdan, HF Pardede, F Fauziah
2019 international conference on computer, control, informatics and its …, 2019
172019
Convolutional variational autoencoder-based feature learning for automatic tea clone recognition
V Zilvan, A Ramdan, A Heryana, D Krisnandi, E Suryawati, RS Yuwana, ...
Journal of King Saud University-Computer and Information Sciences 34 (6 …, 2022
152022
Machine learning based plant diseases detection: A review
HF Pardede, E Suryawati, D Krisnandi, RS Yuwana, V Zilvan
2020 International conference on radar, antenna, microwave, electronics, and …, 2020
142020
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