A Method upon Deep Learning for Speech Emotion Recognition. - Nhat Truong Pham; Duc Ngoc Minh Dang; Sy Dung Nguyen (J. Adv. Eng. Comput., 2020)

Separate Sound into STFT Frames to Eliminate Sound Noise Frames in Sound Classification. - Thanh Tran; Kien Bui Huy; Nhat Truong Pham; Marco Carratù; Consolatina Liguori; Jan Lundgren (SSCI, 2021)

Detecting Drill Failure in the Small Short-sound Drill Dataset. - Thanh Tran; Nhat Truong Pham; Jan Lundgren (CoRR, 2021)

Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds. - Long H. Nguyen; Nhat Truong Pham; Van Huong Do; Liu Tai Nguyen; Thanh Tin Nguyen; Van Dung Do; Hai Nguyen; Ngoc Duy Nguyen (CoRR, 2021)

Hybrid Data Augmentation and Deep Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition. - Nhat Truong Pham; Duc Ngoc Minh Dang; Sy Dzung Nguyen (CoRR, 2021)

Sliding Mode Load Frequency Regulator for Different-Area Power Systems with Communication Delays. - Bao Hoan Lai; Anh-Tuan Tran 006; Nhat Truong Pham; Van Van Huynh (J. Adv. Eng. Comput., 2021)

HCILab at Memotion 2.0 2022: Analysis of Sentiment, Emotion and Intensity of Emotion Classes from Meme Images using Single and Multi Modalities (short paper). - Thanh Tin Nguyen; Nhat Truong Pham; Ngoc Duy Nguyen; Hai Nguyen; Long H. Nguyen; Yong-Guk Kim (DE-FACTIFY@AAAI, 2022)

vieCap4H-VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM. - Thanh Tin Nguyen; Long H. Nguyen; Nhat Truong Pham; Liu Tai Nguyen; Van Huong Do; Hai Nguyen; Ngoc Duy Nguyen (CoRR, 2022)

Improving ligand-ranking of AutoDock Vina by changing the empirical parameters. - T. Ngoc Han Pham; Trung Hai Nguyen; Nguyen Minh Tam; Thien Y. Vu; Nhat Truong Pham; Nguyen Truong Huy; Binh Khanh Mai; Nguyen Thanh Tung; Minh Quan Pham; Van V. Vu; Son Tung Ngo 002 (J. Comput. Chem., 2022)

Determination of the Optimal Number of Clusters: A Fuzzy-Set Based Method. - Sy Dzung Nguyen; Vu Song Thuy Nguyen; Nhat Truong Pham (IEEE Trans. Fuzzy Syst., 2022)

Uplink registration-based MAC protocol for IEEE 802.11ah networks. - Duc Ngoc Minh Dang; Nhat Truong Pham (ICIIT, 2023)

SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings. - Nhat Truong Pham; Duc Ngoc Minh Dang; Bich Ngoc Hong Pham; Sy Dzung Nguyen (ICIIT, 2023)

Comparative analysis of multi-loss functions for enhanced multi-modal speech emotion recognition. - Phuong-Nam Tran 001; Thuy-Duong Thi Vu; Nhat Truong Pham; Hanh Dang-Ngoc; Duc Ngoc Minh Dang (ICTC, 2023)

SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion. - Nhat Truong Pham; Le Thi Phan; Duc Ngoc Minh Dang; Balachandran Manavalan (SoICT, 2023)

Towards designing a generic and comprehensive deep reinforcement learning framework. - Ngoc Duy Nguyen; Thanh Nguyen 004; Nhat Truong Pham; Hai Nguyen; Dang Tu Nguyen; Thanh Thi Nguyen 001; Chee Peng Lim; Michael Johnstone; Asim Bhatti; Douglas C. Creighton; Saeid Nahavandi (Appl. Intell., 2023)

Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds. - Long H. Nguyen; Nhat Truong Pham; Van Huong Do; Liu Tai Nguyen; Thanh Tin Nguyen; Hai Nguyen; Ngoc Duy Nguyen; Thanh Thi Nguyen 001; Sy Dzung Nguyen; Asim Bhatti; Chee Peng Lim (Expert Syst. Appl., 2023)

AAD-Net: Advanced end-to-end signal processing system for human emotion detection & recognition using attention-based deep echo state network. - Mustaqeem Khan 001; Abdulmotaleb El-Saddik; Fahd Saleh Alotaibi; Nhat Truong Pham (Knowl. Based Syst., 2023)

DrugormerDTI: Drug Graphormer for drug-target interaction prediction. - Jiayue Hu; Yu Wang; Chao Pang; Junru Jin; Nhat Truong Pham; Balachandran Manavalan; Leyi Wei (Comput. Biol. Medicine, 2023)

Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network. - Nhat Truong Pham; Sy Dzung Nguyen; Vu Song Thuy Nguyen; Bich Ngoc Hong Pham; Duc Ngoc Minh Dang (J. Inf. Telecommun., 2023)

Towards an efficient machine learning model for financial time series forecasting. - Arun Kumar; Tanya Chauhan; Srinivasan Natesan; Nhat Truong Pham; Ngoc Duy Nguyen; Chee Peng Lim (Soft Comput., 2023)

ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information. - Shaherin Basith; Nhat Truong Pham; Minkyung Song; Gwang Lee; Balachandran Manavalan (Comput. Biol. Medicine, 2023)

Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach. - Nhat Truong Pham; Le Thi Phan; Jimin Seo; Yeonwoo Kim; Minkyung Song; Sukchan Lee; Young-Jun Jeon; Balachandran Manavalan (Briefings Bioinform., 2023)

Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition. - Nhat Truong Pham; Duc Ngoc Minh Dang; Ngoc Duy Nguyen; Thanh Nguyen 004; Hai Nguyen; Balachandran Manavalan; Chee Peng Lim; Sy Dzung Nguyen (Expert Syst. Appl., 2023)

Towards Real-Time Vietnamese Traffic Sign Recognition on Embedded Systems. - Phuong-Nam Tran 001; Nhat Truong Pham; Nam Van Hai Phan; Duc Tai Phan; Cuong Tuan Nguyen; Duc Ngoc Minh Dang (ICTC, 2024)

Federated Learning with U-Net for Brain Tumor Segmentation: Impact of Client Numbers and Data Distribution. - Thu Thuy Le; Nhat Truong Pham; Phuong-Nam Tran 001; Duc Ngoc Minh Dang (ICTC, 2024)

HuBERT-CLAP: Contrastive Learning-Based Multimodal Emotion Recognition using Self-Alignment Approach. - Long H. Nguyen; Nhat Truong Pham; Mustaqeem Khan 001; Alice Othmani; Abdulmotaleb El-Saddik (MMAsia, 2024)

H2Opred: a robust and efficient hybrid deep learning model for predicting 2'-O-methylation sites in human RNA. - Nhat Truong Pham; Rajan Rakkiyapan; Jongsun Park 002; Adeel Malik; Balachandran Manavalan (Briefings Bioinform., 2024)

HOTGpred: Enhancing human O-linked threonine glycosylation prediction using integrated pretrained protein language model-based features and multi-stage feature selection approach. - Nhat Truong Pham; Ying Zhang; Rajan Rakkiyappan; Balachandran Manavalan (Comput. Biol. Medicine, 2024)

QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation. - Phuong-Nam Tran 001; Nhat Truong Pham; Duc Ngoc Minh Dang; Eui-Nam Huh; Choong Seon Hong (CoRR, 2024)

Leveraging deep transfer learning and explainable AI for accurate COVID-19 diagnosis: Insights from a multi-national chest CT scan study. - Nhat Truong Pham; Jinsol Ko; Masaud Shah; Rajan Rakkiyappan; Hyun Goo Woo; Balachandran Manavalan (Comput. Biol. Medicine, 2025)

The Emergence of Deep Reinforcement Learning for Path Planning. - Thanh Thi Nguyen 001; Saeid Nahavandi; Imran Razzak; Dung Nguyen 001; Nhat Truong Pham; Quoc Viet Hung Nguyen (CoRR, 2025)

xBitterT5: an explainable transformer-based framework with multimodal inputs for identifying bitter-taste peptides. - Nguyen Doan Hieu Nguyen; Nhat Truong Pham; Duong Thanh Tran; Leyi Wei; Adeel Malik; Balachandran Manavalan (J. Cheminformatics, 2025)