Hilman F. Pardede

27 papers Journal 7Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Quantum Variational Autoencoder for Feature Compression and Classification of Cancer Images. SN Comput. Sci. Muhammad Bagus Andra, Vicky Zilvan, Raden Sandra Yuwana, Dikdik Krisnandi, Endang Suryawati, Ana Heryana, Hilman F. Pardede
2025	J	`jnl`	Data augmentation in cancer image classification problem with quantum GAN. Quantum Mach. Intell. Muhammad Bagus Andra, Asri Rizki Yuliani, Jimmy Kadar, Ade Ramdan, Hilman F. Pardede
2023	J	`jnl`	A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification. Neural Process. Lett. Hilman F. Pardede, Adhi Purwoko, Vicky Zilvan, Asri Rizki Yuliani, Andria Arisal
2023	—	`conf`	Harmful Algal Blooms Prediction Model: Dealing With Limited Datasets. IC3INA Aris Yaman, Reny Puspasari, Zaenal Akbar, Ariani Indrawati, Yulia Aris Kartika, Lindung Parningotan Manik, Setiya Triharyuni, Hatim Albasri, Sandi Wibowo, Hilman F. Pardede
2022	—	`conf`	A Hybrid CNN-LSTM for Battery Remaining Useful Life Prediction with Charging Profiles Data. IC3INA Huzaifi Hafizhahullah, Asri Rizki Yuliani, Hilman F. Pardede, Ade Ramdan, Vicky Zilvan, Dikdik Krisnandi, Jimmy Kadar
2022	J	`jnl`	Convolutional variational autoencoder-based feature learning for automatic tea clone recognition. J. King Saud Univ. Comput. Inf. Sci. Vicky Zilvan, Ade Ramdan, Ana Heryana, Dikdik Krisnandi, Endang Suryawati, Raden Sandra Yuwana, R. Budiarianto S. Kusumo, Hilman F. Pardede
2022	—	`conf`	Deep Learning for Robust Speech Command Recognition Using Convolutional Neural Networks (CNN). IC3INA Zahra Cantiabela, Hilman F. Pardede, Vicky Zilvan, Winita Sulandari, Raden Sandra Yuwana, Ahmad Afif Supianto, Dikdik Krisnandi
2022	—	`conf`	Detection of Driver Drowsiness Based on Eye and Mouth Movements Using Convolutional Neural Networks. IC3INA R. Budiarianto Suryo Kusumo, Siwi Oktaviana, Winita Sulandari, Ana Heryana, Raden Sandra Yuwana, Endang Suryawati, Asri Rizki Yuliani, Hilman F. Pardede
2022	—	`conf`	Evaluation of Machine Learning Models for Detecting Disambiguation on Medical Abbreviations. IC3INA Raden Sandra Yuwana, Ruth Andini, Hilman F. Pardede, Winita Sulandari, Endang Suryawati, Candra Ihsan, Ahmad Afif Supianto
2022	—	`conf`	Realtime Video Latency Reduction for Autonomous Vehicle Teleoperation Using RTMP Over UDP Protocols. IC3INA Ana Heryana, Dikdik Krisnandi, Hilman F. Pardede, Galih Nugraha Nurkahfi, Mochamad Mardi Marta Dinata, Andri Rozie, Rendra Firmansyah
2021	—	`conf`	Densely Connected Networks with Smoothed Labels Regularization for Tea Diseases Detections. IC3INA Dikdik Krisnandi, R. Budiarianto Suryo Kusumo, Raden Sandra Yuwana, Vicky Zilvan, Ana Heryana, Asri Rizki Yuliani, Endang Suryawati, Hilman F. Pardede
2021	—	`conf`	Front-end Based Robust Speech Recognition Methods: A Review. IC3INA Vicky Zilvan, Ana Heryana, Asri Rizki Yuliani, Dikdik Krisnandi, Raden Sandra Yuwana, Hilman F. Pardede
2021	—	`conf`	Remaining Useful Life Prediction of Lithium-Ion Battery Based on LSTM and GRU. IC3INA Asri Rizki Yuliani, Ade Ramdan, Vicky Zilvan, Ahmad Afif Supianto, Dikdik Krisnandi, Raden Sandra Yuwana, Dicky Prajitno, Hilman F. Pardede
2021	J	`jnl`	Unsupervised feature learning-based encoder and adversarial networks. J. Big Data 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
2020	J	`jnl`	Plant diseases detection with low resolution data using nested skip connections. J. Big Data 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
2019	—	`conf`	Generalized Filter-bank Features for Robust Speech Recognition Against Reverberation. IC3INA Hilman F. Pardede, Vicky Zilvan, Dikdik Krisnandi, Ana Heryana, R. Budiarianto S. Kusumo
2019	—	`conf`	Multi-Condition Training on Deep Convolutional Neural Networks for Robust Plant Diseases Detection. IC3INA Raden Sandra Yuwana, Endang Suryawati, Vicky Zilvan, Ade Ramdan, Hilman F. Pardede, Fani Fauziah
2019	J	`jnl`	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. Hilman F. Pardede, Asri Rizki Yuliani, Agus Subekti
2018	—	`conf`	Comparison of Features for Strawberry Grading Classification with Novel Dataset. IC3INA Oka Mahendra, Hilman F. Pardede, Rika Sustika, R. Budiarianto Suryo Kusumo
2018	—	`conf`	Machine Learning-based for Automatic Detection of Corn-Plant Diseases Using Image Processing. IC3INA R. Budiarianto Suryo Kusumo, Ana Heryana, Oka Mahendra, Hilman F. Pardede
2018	—	`conf`	On Empirical Evaluation of Deep Architectures for Indonesian POS Tagging Problem. IC3INA Raden Sandra Yuwana, Endang Suryawati, Hilman F. Pardede
2018	—	`conf`	Support Vector Machine-based Detection of Pak Choy Leaves Conditions Using RGB and HIS Features. IC3INA Ade Ramdan, Bambang Sugiarto, P. Dicky Rianto, Esa Prakasa, Hilman F. Pardede
2018	—	`conf`	Unsupervised Convolutional Autoencoder-Based Feature Learning for Automatic Detection of Plant Diseases. IC3INA Hilman F. Pardede, Endang Suryawati, Rika Sustika, Vicky Zilvan
2017	—	`conf`	Feature transformations for robust speech recognition in reverberant conditions. IC3INA Asri Rizki Yuliani, Rika Sustika, Raden Sandra Yuwana, Hilman F. Pardede
2017	—	`conf`	Using cluster for fixing Kernel transpose to improve parallel of strength pareto evolutionary Algorithm 2 (pSPEA2). IC3INA Efendi Zaenudin, Rika Sustika, Hilman F. Pardede
2015	—	`conf`	On noise robust feature for speech recognition based on power function family. ISPACS Hilman F. Pardede
2015	—	`conf`	Speech recognition features: Comparison studies on robustness against environmental distortions. IC3INA Achmad F. Abka, Hilman F. Pardede