Generalized-Log Spectral Mean Normalization for Speech Recognition. - Hilman Ferdinandus Pardede; Koichi Shinoda (INTERSPEECH, 2011)

Q-Gaussian based spectral subtraction for robust speech recognition. - Hilman Ferdinandus Pardede; Koichi Shinoda; Koji Iwano (INTERSPEECH, 2012)

Spectral Subtraction Based on Non-extensive Statistics for Speech Recognition. - Hilman Ferdinandus Pardede; Koji Iwano; Koichi Shinoda (IEICE Trans. Inf. Syst., 2013)

Feature normalization based on non-extensive statistics for speech recognition. - Hilman Ferdinandus Pardede; Koji Iwano; Koichi Shinoda (Speech Commun., 2013)

Speech recognition features: Comparison studies on robustness against environmental distortions. - Achmad F. Abka; Hilman F. Pardede (IC3INA, 2015)

On noise robust feature for speech recognition based on power function family. - Hilman F. Pardede (ISPACS, 2015)

Feature transformations for robust speech recognition in reverberant conditions. - Asri Rizki Yuliani; Rika Sustika; Raden Sandra Yuwana; Hilman F. Pardede (IC3INA, 2017)

Using cluster for fixing Kernel transpose to improve parallel of strength pareto evolutionary Algorithm 2 (pSPEA2). - Efendi Zaenudin; Rika Sustika; Hilman F. Pardede (IC3INA, 2017)

Machine Learning-based for Automatic Detection of Corn-Plant Diseases Using Image Processing. - R. Budiarianto Suryo Kusumo; Ana Heryana; Oka Mahendra; Hilman F. Pardede (IC3INA, 2018)

Comparison of Features for Strawberry Grading Classification with Novel Dataset. - Oka Mahendra; Hilman F. Pardede; Rika Sustika; R. Budiarianto Suryo Kusumo (IC3INA, 2018)

Unsupervised Convolutional Autoencoder-Based Feature Learning for Automatic Detection of Plant Diseases. - Hilman F. Pardede; Endang Suryawati; Rika Sustika; Vicky Zilvan (IC3INA, 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 (IC3INA, 2018)

On Empirical Evaluation of Deep Architectures for Indonesian POS Tagging Problem. - Raden Sandra Yuwana; Endang Suryawati; Hilman F. Pardede (IC3INA, 2018)

Generalized Filter-bank Features for Robust Speech Recognition Against Reverberation. - Hilman F. Pardede; Vicky Zilvan; Dikdik Krisnandi; Ana Heryana; R. Budiarianto S. Kusumo (IC3INA, 2019)

Multi-Condition Training on Deep Convolutional Neural Networks for Robust Plant Diseases Detection. - Raden Sandra Yuwana; Endang Suryawati; Vicky Zilvan; Ade Ramdan; Hilman F. Pardede; Fani Fauziah (IC3INA, 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)

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; Raden Sandra Yuwana; Dikdik Krisnandi; Agus Subekti; Fani Fauziah; Vitria P. Rahadi (J. Big Data, 2020)

Densely Connected Networks with Smoothed Labels Regularization for Tea Diseases Detections. - Dikdik Krisnandi; R. Budiarianto Suryo Kusumo; Raden Sandra Yuwana; Vicky Zilvan; Ana Heryana; Asri Rizki Yuliani; Endang Suryawati; Hilman F. Pardede (IC3INA, 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 (IC3INA, 2021)

Front-end Based Robust Speech Recognition Methods: A Review. - Vicky Zilvan; Ana Heryana; Asri Rizki Yuliani; Dikdik Krisnandi; Raden Sandra Yuwana; Hilman F. Pardede (IC3INA, 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 (SIET, 2021)

Unsupervised feature learning-based encoder and adversarial networks. - 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 (J. Big Data, 2021)

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 (BIBE, 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 (IC3INA, 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 (IC3INA, 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 (IC3INA, 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 (IC3INA, 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 (IC3INA, 2022)

Convolutional variational autoencoder-based feature learning for automatic tea clone recognition. - Vicky Zilvan; Ade Ramdan; Ana Heryana; Dikdik Krisnandi; Endang Suryawati; Raden Sandra Yuwana; R. Budiarianto S. Kusumo; Hilman F. Pardede (J. King Saud Univ. Comput. Inf. Sci., 2022)

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 (IC3INA, 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)

Hybrid Prophet-NAR Model for Short-Term Electricity Load Forecasting. - Winita Sulandari; Yudho Yudhanto; Etik Zukhronah; Isnandar Slamet; Hilman Ferdinandus Pardede; Paulo Canas Rodrigues; Muhammad Hisyam Lee (IEEE Access, 2025)

Ensuring unbiasedness: foundational insights into integrating GSTARIMA and DNN models for rainfall prediction. - Devi Munandar; Budi Nurani Ruchjana; Atje Setiawan Abdullah; Hilman Ferdinandus Pardede (Connect. Sci., 2025)