Hilman F. Pardede

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 23

Top Topics

Convolutional Neural Networks

Empirical Evaluation

Speech Recognition

Machine Learning Models

Top Venues

J. Inf. Sci. Eng.

Neural Process. Lett.

Publications

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) (2023)
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)
Budiarianto Suyo Kusumo, Siwi Oktaviana, Winita Sulandari, Ana Heryana, R. 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)
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)
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)
Vicky Zilvan, Ade Ramdan, Ana Heryana, Dikdik Krisnandi, Endang Suryawati, R. 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) (2022)
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)
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)
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)
Dikdik Krisnandi, R. Budiarianto Suryo Kusumo, R. 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)
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
Unsupervised feature learning-based encoder and adversarial networks. J. Big Data 8 (1) (2021)
Vicky Zilvan, Ana Heryana, Asri Rizki Yuliani, Dikdik Krisnandi, R. Sandra Yuwana, Hilman F. Pardede
Front-end Based Robust Speech Recognition Methods: A Review. IC3INA (2021)
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
Plant diseases detection with low resolution data using nested skip connections. J. Big Data 7 (1) (2020)
Hilman F. Pardede, Asri R. 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) (2019)
R. 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)
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)
Oka Mahendra, Hilman F. Pardede, Rika Sustika, R. Budiarianto Suryo Kusumo
Comparison of Features for Strawberry Grading Classification with Novel Dataset. IC3INA (2018)
Hilman F. Pardede, Endang Suryawati, Rika Sustika, Vicky Zilvan
Unsupervised Convolutional Autoencoder-Based Feature Learning for Automatic Detection of Plant Diseases. IC3INA (2018)
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)
R. Sandra Yuwana, Endang Suryawati, Hilman F. Pardede
On Empirical Evaluation of Deep Architectures for Indonesian POS Tagging Problem. IC3INA (2018)
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)
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)
Asri Rizki Yuliani, Rika Sustika, Raden Sandra Yuwana, Hilman F. Pardede
Feature transformations for robust speech recognition in reverberant conditions. IC3INA (2017)
Achmad F. Abka, Hilman F. Pardede
Speech recognition features: Comparison studies on robustness against environmental distortions. IC3INA (2015)
Hilman F. Pardede
On noise robust feature for speech recognition based on power function family. ISPACS (2015)