Hilman Ferdinandus Pardede

According to our database, Hilman Ferdinandus Pardede authored at least 31 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification.

Hilman F. Pardede, Adhi Purwoko, Vicky Zilvan, Asri Rizki Yuliani, Andria Arisal

Neural Process. Lett., 2023

Harmful Algal Blooms Prediction Model: Dealing With Limited Datasets.

Aris Yaman, Reny Puspasari, Zaenal Akbar, Ariani Indrawati, Yulia Aris Kartika, Lindung Parningotan Manik, Setiya Triharyuni, Hatim Albasri, Sandi Wibowo, Hilman F. Pardede

Proceedings of the International Conference on Computer, 2023

2022

Convolutional variational autoencoder-based feature learning for automatic tea clone recognition.

Vicky Zilvan, Ade Ramdan, Ana Heryana, Dikdik Krisnandi, Endang Suryawati, R. Sandra Yuwana, R. Budiarianto S. Kusumo, Hilman F. Pardede

J. King Saud Univ. Comput. Inf. Sci., 2022

Evaluation of Machine Learning Models for Detecting Disambiguation on Medical Abbreviations.

Raden Sandra Yuwana, Ruth Andini, Hilman F. Pardede, Winita Sulandari, Endang Suryawati, Candra Ihsan, Ahmad Afif Supianto

Proceedings of the 2022 International Conference on Computer, 2022

Detection of Driver Drowsiness Based on Eye and Mouth Movements Using Convolutional Neural Networks.

R. Budiarianto Suryo Kusumo, Siwi Oktaviana, Winita Sulandari, Ana Heryana, Raden Sandra Yuwana, Endang Suryawati, Asri Rizki Yuliani, Hilman F. Pardede

Proceedings of the 2022 International Conference on Computer, 2022

Realtime Video Latency Reduction for Autonomous Vehicle Teleoperation Using RTMP Over UDP Protocols.

Ana Heryana, Dikdik Krisnandi, Hilman F. Pardede, Galih Nugraha Nurkahfi, Mochamad Mardi Marta Dinata, Andri Rozie, Rendra Firmansyah

Proceedings of the 2022 International Conference on Computer, 2022

A Hybrid CNN-LSTM for Battery Remaining Useful Life Prediction with Charging Profiles Data.

Huzaifi Hafizhahullah, Asri Rizki Yuliani, Hilman F. Pardede, Ade Ramdan, Vicky Zilvan, Dikdik Krisnandi, Jimmy Kadar

Proceedings of the 2022 International Conference on Computer, 2022

Deep Learning for Robust Speech Command Recognition Using Convolutional Neural Networks (CNN).

Zahra Cantiabela, Hilman F. Pardede, Vicky Zilvan, Winita Sulandari, Raden Sandra Yuwana, Ahmad Afif Supianto, Dikdik Krisnandi

Proceedings of the 2022 International Conference on Computer, 2022

DCPC: Drug Candidates for the Prevention of COVID-19 Database.

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

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021

Unsupervised feature learning-based encoder and adversarial networks.

Endang Suryawati, Hilman F. Pardede, Vicky Zilvan, Ade Ramdan, Dikdik Krisnandi, Ana Heryana, R. Sandra Yuwana, R. Budiarianto S. Kusumo, Andria Arisal, Ahmad Afif Supianto

J. Big Data, 2021

Cluster Analysis of Student Learning Process on Digital Learning Media Based on Visual Intuition Using Adaptive Moving Self-Organizing Maps.

Ahmad Afif Supianto, Onky Prasetya, Syaiful Anam, Tibyani Tibyani, Hilman Ferdinandus Pardede, Yusuke Hayashi, Tsukasa Hirashima

Proceedings of the SIET '21: 6th International Conference on Sustainable Information Engineering and Technology 2021, Malang, Indonesia, September 13, 2021

Front-end Based Robust Speech Recognition Methods: A Review.

Vicky Zilvan, Ana Heryana, Asri Rizki Yuliani, Dikdik Krisnandi, R. Sandra Yuwana, Hilman F. Pardede

Proceedings of the IC3INA 2021: The 2021 International Conference on Computer, Control, Informatics and Its Applications, Virtual/Online Conference, Indonesia, October 5, 2021

Remaining Useful Life Prediction of Lithium-Ion Battery Based on LSTM and GRU.

Asri Rizki Yuliani, Ade Ramdan, Vicky Zilvan, Ahmad Afif Supianto, Dikdik Krisnandi, Raden Sandra Yuwana, Dicky Prajitno, Hilman F. Pardede

Proceedings of the IC3INA 2021: The 2021 International Conference on Computer, Control, Informatics and Its Applications, Virtual/Online Conference, Indonesia, October 5, 2021

Densely Connected Networks with Smoothed Labels Regularization for Tea Diseases Detections.

Dikdik Krisnandi, R. Budiarianto Suryo Kusumo, R. Sandra Yuwana, Vicky Zilvan, Ana Heryana, Asri Rizki Yuliani, Endang Suryawati, Hilman F. Pardede

Proceedings of the IC3INA 2021: The 2021 International Conference on Computer, Control, Informatics and Its Applications, Virtual/Online Conference, Indonesia, October 5, 2021

2020

Plant diseases detection with low resolution data using nested skip connections.

Hilman F. Pardede, Endang Suryawati, Vicky Zilvan, Ade Ramdan, R. Budiarianto S. Kusumo, Ana Heryana, R. Sandra Yuwana, Dikdik Krisnandi, Agus Subekti, Fani Fauziah, Vitria P. Rahadi

J. Big Data, 2020

2019

On the Effect of the Implementation of Human Auditory Systems on Q -Log-Based Features for Robustness of Speech Recognition Against Noise.

Hilman F. Pardede, Asri Rizki Yuliani, Agus Subekti

J. Inf. Sci. Eng., 2019

Multi-Condition Training on Deep Convolutional Neural Networks for Robust Plant Diseases Detection.

R. Sandra Yuwana, Endang Suryawati, Vicky Zilvan, Ade Ramdan, Hilman F. Pardede, Fani Fauziah

Proceedings of the 2019 International Conference on Computer, 2019

Generalized Filter-bank Features for Robust Speech Recognition Against Reverberation.

Hilman F. Pardede, Vicky Zilvan, Dikdik Krisnandi, Ana Heryana, R. Budiarianto S. Kusumo

Proceedings of the 2019 International Conference on Computer, 2019

2018

On Empirical Evaluation of Deep Architectures for Indonesian POS Tagging Problem.

R. Sandra Yuwana, Endang Suryawati, Hilman F. Pardede

Proceedings of the 2018 International Conference on Computer, 2018

Support Vector Machine-based Detection of Pak Choy Leaves Conditions Using RGB and HIS Features.

Ade Ramdan, Bambang Sugiarto, P. Dicky Rianto, Esa Prakasa, Hilman F. Pardede

Proceedings of the 2018 International Conference on Computer, 2018

Unsupervised Convolutional Autoencoder-Based Feature Learning for Automatic Detection of Plant Diseases.

Hilman F. Pardede, Endang Suryawati, Rika Sustika, Vicky Zilvan

Proceedings of the 2018 International Conference on Computer, 2018

Comparison of Features for Strawberry Grading Classification with Novel Dataset.

Oka Mahendra, Hilman F. Pardede, Rika Sustika, R. Budiarianto Suryo Kusumo

Proceedings of the 2018 International Conference on Computer, 2018

Machine Learning-based for Automatic Detection of Corn-Plant Diseases Using Image Processing.

R. Budiarianto Suryo Kusumo, Ana Heryana, Oka Mahendra, Hilman F. Pardede

Proceedings of the 2018 International Conference on Computer, 2018

2017

Using cluster for fixing Kernel transpose to improve parallel of strength pareto evolutionary Algorithm 2 (pSPEA2).

Efendi Zaenudin, Rika Sustika, Hilman F. Pardede

Proceedings of the 2017 International Conference on Computer, 2017

Feature transformations for robust speech recognition in reverberant conditions.

Asri Rizki Yuliani, Rika Sustika, Raden Sandra Yuwana, Hilman F. Pardede

Proceedings of the 2017 International Conference on Computer, 2017

2015

On noise robust feature for speech recognition based on power function family.

Hilman F. Pardede

Proceedings of the 2015 International Symposium on Intelligent Signal Processing and Communication Systems, 2015

Speech recognition features: Comparison studies on robustness against environmental distortions.

Achmad F. Abka, Hilman F. Pardede

Proceedings of the 2015 International Conference on Computer, 2015

2013

Feature normalization based on non-extensive statistics for speech recognition.

Hilman Ferdinandus Pardede, Koji Iwano, Koichi Shinoda

Speech Commun., 2013

Spectral Subtraction Based on Non-extensive Statistics for Speech Recognition.

Hilman Ferdinandus Pardede, Koji Iwano, Koichi Shinoda

IEICE Trans. Inf. Syst., 2013

2012

Q-Gaussian based spectral subtraction for robust speech recognition.

Hilman Ferdinandus Pardede, Koichi Shinoda, Koji Iwano

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

Generalized-Log Spectral Mean Normalization for Speech Recognition.

Hilman Ferdinandus Pardede, Koichi Shinoda

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011