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ORCIDHilman Ferdinandus Pardede
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Journal Articles
- 2025
[j8]Winita Sulandari
, Yudho Yudhanto, Etik Zukhronah, Isnandar Slamet, Hilman Ferdinandus Pardede, Paulo Canas Rodrigues, Muhammad Hisyam Lee:
Hybrid Prophet-NAR Model for Short-Term Electricity Load Forecasting. IEEE Access 13: 7637-7649 (2025)- 2023
- [j7]Hilman F. Pardede, Adhi Purwoko, Vicky Zilvan, Asri Rizki Yuliani, Andria Arisal:
A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification. Neural Process. Lett. 55(4): 5193-5214 (2023) - 2022
- [j6]Vicky Zilvan, Ade Ramdan, Ana Heryana, Dikdik Krisnandi, Endang Suryawati, Raden Sandra Yuwana, R. Budiarianto S. Kusumo, Hilman F. Pardede:
Convolutional variational autoencoder-based feature learning for automatic tea clone recognition. J. King Saud Univ. Comput. Inf. Sci. 34(6 Part B): 3332-3342 (2022) - 2021
- [j5]Endang Suryawati, Hilman F. Pardede, Vicky Zilvan, Ade Ramdan, Dikdik Krisnandi, Ana Heryana, Raden Sandra Yuwana, R. Budiarianto S. Kusumo, Andria Arisal, Ahmad Afif Supianto:
Unsupervised feature learning-based encoder and adversarial networks. J. Big Data 8(1): 118 (2021) - 2020
- [j4]Hilman F. Pardede, Endang Suryawati, Vicky Zilvan, Ade Ramdan, R. Budiarianto S. Kusumo, Ana Heryana, Raden Sandra Yuwana, Dikdik Krisnandi, Agus Subekti, Fani Fauziah, Vitria P. Rahadi:
Plant diseases detection with low resolution data using nested skip connections. J. Big Data 7(1): 57 (2020) - 2019
- [j3]Hilman F. Pardede, Asri Rizki Yuliani, Agus Subekti:
On the Effect of the Implementation of Human Auditory Systems on Q -Log-Based Features for Robustness of Speech Recognition Against Noise. J. Inf. Sci. Eng. 35(1): 87-104 (2019) - 2013
- [j2]Hilman Ferdinandus Pardede, Koji Iwano, Koichi Shinoda:
Spectral Subtraction Based on Non-extensive Statistics for Speech Recognition. IEICE Trans. Inf. Syst. 96-D(8): 1774-1782 (2013) - [j1]Hilman Ferdinandus Pardede, Koji Iwano, Koichi Shinoda:
Feature normalization based on non-extensive statistics for speech recognition. Speech Commun. 55(5): 587-599 (2013)
Conference and Workshop Papers
- 2023
- [c24]Aris Yaman, Reny Puspasari, Zaenal Akbar, Ariani Indrawati, Yulia Aris Kartika, Lindung Parningotan Manik, Setiya Triharyuni, Hatim Albasri, Sandi Wibowo, Hilman F. Pardede:
Harmful Algal Blooms Prediction Model: Dealing With Limited Datasets. IC3INA 2023: 370-375 - 2022
- [c23]Ahmad Afif Supianto, Rizky Nurdiansyah, Chia-Wei Weng, Heni Dwi Windarwati, Raden Sandra Yuwana, Andria Arisal, Vicky Zilvan, Hilman Ferdinandus Pardede, Chien-Hung Huang, Ana Heryana, Dikdik Krisnandi, Ka-Lok Ng:
DCPC: Drug Candidates for the Prevention of COVID-19 Database. BIBE 2022: 124-127 - [c22]Ana Heryana, Dikdik Krisnandi, Hilman F. Pardede, Galih Nugraha Nurkahfi, Mochamad Mardi Marta Dinata, Andri Rozie, Rendra Firmansyah:
Realtime Video Latency Reduction for Autonomous Vehicle Teleoperation Using RTMP Over UDP Protocols. IC3INA 2022: 44-49 - [c21]Zahra Cantiabela, Hilman F. Pardede, Vicky Zilvan, Winita Sulandari, Raden Sandra Yuwana, Ahmad Afif Supianto, Dikdik Krisnandi:
Deep Learning for Robust Speech Command Recognition Using Convolutional Neural Networks (CNN). IC3INA 2022: 101-105 - [c20]Huzaifi Hafizhahullah, Asri Rizki Yuliani, Hilman F. Pardede, Ade Ramdan, Vicky Zilvan, Dikdik Krisnandi, Jimmy Kadar:
A Hybrid CNN-LSTM for Battery Remaining Useful Life Prediction with Charging Profiles Data. IC3INA 2022: 106-110 - [c19]Raden Sandra Yuwana, Ruth Andini, Hilman F. Pardede, Winita Sulandari, Endang Suryawati, Candra Ihsan, Ahmad Afif Supianto:
Evaluation of Machine Learning Models for Detecting Disambiguation on Medical Abbreviations. IC3INA 2022: 125-129 - [c18]R. Budiarianto Suryo Kusumo, Siwi Oktaviana, Winita Sulandari, Ana Heryana, Raden Sandra Yuwana, Endang Suryawati, Asri Rizki Yuliani, Hilman F. Pardede:
Detection of Driver Drowsiness Based on Eye and Mouth Movements Using Convolutional Neural Networks. IC3INA 2022: 135-140 - 2021
- [c17]Asri Rizki Yuliani, Ade Ramdan, Vicky Zilvan, Ahmad Afif Supianto, Dikdik Krisnandi, Raden Sandra Yuwana, Dicky Prajitno, Hilman F. Pardede:
Remaining Useful Life Prediction of Lithium-Ion Battery Based on LSTM and GRU. IC3INA 2021: 21-25 - [c16]Dikdik Krisnandi, R. Budiarianto Suryo Kusumo, Raden Sandra Yuwana, Vicky Zilvan, Ana Heryana, Asri Rizki Yuliani, Endang Suryawati, Hilman F. Pardede:
Densely Connected Networks with Smoothed Labels Regularization for Tea Diseases Detections. IC3INA 2021: 40-44 - [c15]Vicky Zilvan, Ana Heryana, Asri Rizki Yuliani, Dikdik Krisnandi, Raden Sandra Yuwana, Hilman F. Pardede:
Front-end Based Robust Speech Recognition Methods: A Review. IC3INA 2021: 136-140 - [c14]Ahmad Afif Supianto, Onky Prasetya, Syaiful Anam, Tibyani Tibyani, Hilman Ferdinandus Pardede, Yusuke Hayashi, Tsukasa Hirashima:
Cluster Analysis of Student Learning Process on Digital Learning Media Based on Visual Intuition Using Adaptive Moving Self-Organizing Maps. SIET 2021: 118-124 - 2019
- [c13]Hilman F. Pardede, Vicky Zilvan, Dikdik Krisnandi, Ana Heryana, R. Budiarianto S. Kusumo:
Generalized Filter-bank Features for Robust Speech Recognition Against Reverberation. IC3INA 2019: 19-24 - [c12]Raden Sandra Yuwana, Endang Suryawati, Vicky Zilvan, Ade Ramdan, Hilman F. Pardede, Fani Fauziah:
Multi-Condition Training on Deep Convolutional Neural Networks for Robust Plant Diseases Detection. IC3INA 2019: 30-35 - 2018
- [c11]Oka Mahendra, Hilman F. Pardede, Rika Sustika, R. Budiarianto Suryo Kusumo:
Comparison of Features for Strawberry Grading Classification with Novel Dataset. IC3INA 2018: 7-12 - [c10]R. Budiarianto Suryo Kusumo, Ana Heryana, Oka Mahendra, Hilman F. Pardede:
Machine Learning-based for Automatic Detection of Corn-Plant Diseases Using Image Processing. IC3INA 2018: 93-97 - [c9]Ade Ramdan, Bambang Sugiarto, P. Dicky Rianto, Esa Prakasa, Hilman F. Pardede:
Support Vector Machine-based Detection of Pak Choy Leaves Conditions Using RGB and HIS Features. IC3INA 2018: 114-117 - [c8]Hilman F. Pardede, Endang Suryawati, Rika Sustika, Vicky Zilvan:
Unsupervised Convolutional Autoencoder-Based Feature Learning for Automatic Detection of Plant Diseases. IC3INA 2018: 158-162 - [c7]Raden Sandra Yuwana, Endang Suryawati, Hilman F. Pardede:
On Empirical Evaluation of Deep Architectures for Indonesian POS Tagging Problem. IC3INA 2018: 204-208 - 2017
- [c6]Asri Rizki Yuliani, Rika Sustika, Raden Sandra Yuwana, Hilman F. Pardede:
Feature transformations for robust speech recognition in reverberant conditions. IC3INA 2017: 57-62 - [c5]Efendi Zaenudin, Rika Sustika, Hilman F. Pardede:
Using cluster for fixing Kernel transpose to improve parallel of strength pareto evolutionary Algorithm 2 (pSPEA2). IC3INA 2017: 63-68 - 2015
- [c4]Achmad F. Abka, Hilman F. Pardede:
Speech recognition features: Comparison studies on robustness against environmental distortions. IC3INA 2015: 114-119 - [c3]Hilman F. Pardede:
On noise robust feature for speech recognition based on power function family. ISPACS 2015: 386-390 - 2012
- [c2]Hilman Ferdinandus Pardede, Koichi Shinoda, Koji Iwano:
Q-Gaussian based spectral subtraction for robust speech recognition. INTERSPEECH 2012: 1255-1258 - 2011
- [c1]Hilman Ferdinandus Pardede, Koichi Shinoda:
Generalized-Log Spectral Mean Normalization for Speech Recognition. INTERSPEECH 2011: 1645-1648
Coauthor Index
aka: R. Budiarianto Suryo Kusumo
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