Nhat Truong Pham

37 papers B 2Journal 26Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing multimodal emotion recognition with dynamic fuzzy membership and attention fusion.
Eng. Appl. Artif. Intell.
Nhut Minh Nguyen, Trung Minh Nguyen, Thanh Trung Nguyen, Phuong-Nam Tran, Nhat Truong Pham, Linh Le, Alice Othmani, Abdulmotaleb El Saddik, Duc Ngoc Minh Dang
2026 J jnl
Multimodal fusion in speech emotion recognition: A comprehensive review of methods and technologies.
Eng. Appl. Artif. Intell.
Nhut Minh Nguyen, Thanh Trung Nguyen, Phuong-Nam Tran, Chee Peng Lim, Nhat Truong Pham, Duc Ngoc Minh Dang
2025 B conf
Federated Semi-Supervised FixMatch: Enhancing CutMix for Medical Image Segmentation.
IEEE Big Data
Thu Thuy Le, Nhut Minh Nguyen, Nhat Truong Pham, Phuong-Nam Tran, Nguyen Doan Hieu Nguyen, Phuong Luu Vo, Balachandran Manavalan, Duc Ngoc Minh Dang
2025 J jnl
Leveraging deep transfer learning and explainable AI for accurate COVID-19 diagnosis: Insights from a multi-national chest CT scan study.
Comput. Biol. Medicine
Nhat Truong Pham, Jinsol Ko, Masaud Shah, Rajan Rakkiyappan, Hyun Goo Woo, Balachandran Manavalan
2025 B conf
The Emergence of Deep Reinforcement Learning for Path Planning.
SMC
Thanh Thi Nguyen, Saeid Nahavandi, Imran Razzak, Dung Nguyen, Nhat Truong Pham, Quoc Viet Hung Nguyen
2025 J jnl
The Emergence of Deep Reinforcement Learning for Path Planning.
CoRR
Thanh Thi Nguyen, Saeid Nahavandi, Imran Razzak, Dung Nguyen, Nhat Truong Pham, Quoc Viet Hung Nguyen
2025 J jnl
XMolCap: Advancing Molecular Captioning Through Multimodal Fusion and Explainable Graph Neural Networks.
IEEE J. Biomed. Health Informatics
Duong Thanh Tran, Nguyen Doan Hieu Nguyen, Nhat Truong Pham, Rajan Rakkiyappan, Rajendra Karki, Balachandran Manavalan
2025 J jnl
xBitterT5: an explainable transformer-based framework with multimodal inputs for identifying bitter-taste peptides.
J. Cheminformatics
Nguyen Doan Hieu Nguyen, Nhat Truong Pham, Duong Thanh Tran, Leyi Wei, Adeel Malik, Balachandran Manavalan
2024 J jnl
Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach.
Briefings Bioinform.
Nhat Truong Pham, Le Thi Phan, Jimin Seo, Yeonwoo Kim, Minkyung Song, Sukchan Lee, Young-Jun Jeon, Balachandran Manavalan
2024 — conf
Federated Learning with U-Net for Brain Tumor Segmentation: Impact of Client Numbers and Data Distribution.
ICTC
Thu Thuy Le, Nhat Truong Pham, Phuong-Nam Tran, Duc Ngoc Minh Dang
2024 J jnl
H2Opred: a robust and efficient hybrid deep learning model for predicting 2'-O-methylation sites in human RNA.
Briefings Bioinform.
Nhat Truong Pham, Rajan Rakkiyapan, Jongsun Park, Adeel Malik, Balachandran Manavalan
2024 J jnl
HOTGpred: Enhancing human O-linked threonine glycosylation prediction using integrated pretrained protein language model-based features and multi-stage feature selection approach.
Comput. Biol. Medicine
Nhat Truong Pham, Ying Zhang, Rajan Rakkiyappan, Balachandran Manavalan
2024 — conf
HuBERT-CLAP: Contrastive Learning-Based Multimodal Emotion Recognition using Self-Alignment Approach.
MMAsia
Long H. Nguyen, Nhat Truong Pham, Mustaqeem Khan, Alice Othmani, Abdulmotaleb El Saddik
2024 J jnl
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation.
CoRR
Phuong-Nam Tran, Nhat Truong Pham, Duc Ngoc Minh Dang, Eui-Nam Huh, Choong Seon Hong
2024 — conf
Towards Real-Time Vietnamese Traffic Sign Recognition on Embedded Systems.
ICTC
Phuong-Nam Tran, Nhat Truong Pham, Nam Van Hai Phan, Duc Tai Phan, Cuong Tuan Nguyen, Duc Ngoc Minh Dang
2023 J jnl
AAD-Net: Advanced end-to-end signal processing system for human emotion detection & recognition using attention-based deep echo state network.
Knowl. Based Syst.
Mustaqeem Khan, Abdulmotaleb El Saddik, Fahd Saleh Alotaibi, Nhat Truong Pham
2023 J jnl
ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information.
Comput. Biol. Medicine
Shaherin Basith, Nhat Truong Pham, Minkyung Song, Gwang Lee, Balachandran Manavalan
2023 — conf
Comparative analysis of multi-loss functions for enhanced multi-modal speech emotion recognition.
ICTC
Phuong-Nam Tran, Thuy-Duong Thi Vu, Nhat Truong Pham, Hanh Dang-Ngoc, Duc Ngoc Minh Dang
2023 J jnl
DrugormerDTI: Drug Graphormer for drug-target interaction prediction.
Comput. Biol. Medicine
Jiayue Hu, Yu Wang, Chao Pang, Junru Jin, Nhat Truong Pham, Balachandran Manavalan, Leyi Wei
2023 J jnl
Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds.
Expert Syst. Appl.
Long H. Nguyen, Nhat Truong Pham, Van Huong Do, Liu Tai Nguyen, Thanh Tin Nguyen, Hai Nguyen, Ngoc Duy Nguyen, Thanh Thi Nguyen, Sy Dzung Nguyen, Asim Bhatti, Chee Peng Lim
2023 J jnl
Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition.
Expert Syst. Appl.
Nhat Truong Pham, Duc Ngoc Minh Dang, Ngoc Duy Nguyen, Thanh Thi Nguyen, Hai Nguyen, Balachandran Manavalan, Chee Peng Lim, Sy Dzung Nguyen
2023 — conf
SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion.
SoICT
Nhat Truong Pham, Le Thi Phan, Duc Ngoc Minh Dang, Balachandran Manavalan
2023 — conf
SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings.
ICIIT
Nhat Truong Pham, Duc Ngoc Minh Dang, Bich Ngoc Hong Pham, Sy Dzung Nguyen
2023 J jnl
Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network.
J. Inf. Telecommun.
Nhat Truong Pham, Sy Dzung Nguyen, Vu Song Thuy Nguyen, Bich Ngoc Hong Pham, Duc Ngoc Minh Dang
2023 J jnl
Towards an efficient machine learning model for financial time series forecasting.
Soft Comput.
Arun Kumar, Tanya Chauhan, Srinivasan Natesan, Nhat Truong Pham, Ngoc Duy Nguyen, Chee Peng Lim
2023 J jnl
Towards designing a generic and comprehensive deep reinforcement learning framework.
Appl. Intell.
Ngoc Duy Nguyen, Thanh Thi Nguyen, Nhat Truong Pham, Hai Nguyen, Dang Tu Nguyen, Thanh Dang Nguyen, Chee Peng Lim, Michael Johnstone, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
2023 — conf
Uplink registration-based MAC protocol for IEEE 802.11ah networks.
ICIIT
Duc Ngoc Minh Dang, Nhat Truong Pham
2022 J jnl
Determination of the Optimal Number of Clusters: A Fuzzy-Set Based Method.
IEEE Trans. Fuzzy Syst.
Sy Dzung Nguyen, Vu Song Thuy Nguyen, Nhat Truong Pham
2022 — conf
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).
DE-FACTIFY@AAAI
Thanh Tin Nguyen, Nhat Truong Pham, Ngoc Duy Nguyen, Hai Nguyen, Long H. Nguyen, Yong-Guk Kim
2022 J jnl
Improving ligand-ranking of AutoDock Vina by changing the empirical parameters.
J. Comput. Chem.
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
2022 J jnl
vieCap4H-VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM.
CoRR
Thanh Tin Nguyen, Long H. Nguyen, Nhat Truong Pham, Liu Tai Nguyen, Van Huong Do, Hai Nguyen, Ngoc Duy Nguyen
2021 J jnl
Detecting Drill Failure in the Small Short-sound Drill Dataset.
CoRR
Thanh Tran, Nhat Truong Pham, Jan Lundgren
2021 J jnl
Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds.
CoRR
Long H. Nguyen, Nhat Truong Pham, Van Huong Do, Liu Tai Nguyen, Thanh Tin Nguyen, Van Dung Do, Hai Nguyen, Ngoc Duy Nguyen
2021 J jnl
Hybrid Data Augmentation and Deep Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition.
CoRR
Nhat Truong Pham, Duc Ngoc Minh Dang, Sy Dzung Nguyen
2021 — conf
Separate Sound into STFT Frames to Eliminate Sound Noise Frames in Sound Classification.
SSCI
Thanh Tran, Kien Bui Huy, Nhat Truong Pham, Marco Carratù, Consolatina Liguori, Jan Lundgren
2021 J jnl
Sliding Mode Load Frequency Regulator for Different-Area Power Systems with Communication Delays.
J. Adv. Eng. Comput.
Bao Hoan Lai, Anh-Tuan Tran, Nhat Truong Pham, Van Van Huynh
2020 J jnl
A Method upon Deep Learning for Speech Emotion Recognition.
J. Adv. Eng. Comput.
Nhat Truong Pham, Duc Ngoc Minh Dang, Sy Dung Nguyen