Duc Minh Nguyen

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Topics

Matrix Completion

Markov Random Field

Top Venues

Publications

Duc Minh Nguyen, Hiroshi Shirai, Se-Yun Kim
An Extension of Physical Optics Approximation for Dielectric Wedge Diffraction for a TM-Polarized Plane Wave. IEICE Trans. Electron. 107 (5) (2024)
Duc Minh Nguyen, Minh Chau Vu, Tuan Anh Nguyen, Tri Huynh, Nguyen Tri Nguyen, Truong Son Hy
Neural Multigrid Memory For Computational Fluid Dynamics. CoRR (2023)
Sieu Tran, Duc Minh Nguyen, Triet Huynh Minh Nguyen, Danh Phuc Ngo, Thu Minh Nguyen, Hao Vo, Khiem Le, Tien Do, Thanh Duc Ngo
Diverse Search Methods and Multi-Modal Fusion for High-Performance Video Retrieval. SoICT (2023)
Hoang Anh Nguyen, Duc Minh Nguyen, Quoc Huy Pham, Quang Dai Pham, Duc Chinh Hoang
Energy and Time-Efficient Scheduling of Automated Guided Vehicles System: A Hybrid Artificial Bee Colony Algorithm and Improved Ant Colony Optimization Approach. ICCAIS (2023)
Duc Minh Nguyen, Mustafa A. Kishk, Mohamed-Slim Alouini
Toward Sustainable Transportation: Accelerating Vehicle Electrification With Dynamic Charging Deployment. IEEE Trans. Veh. Technol. 71 (9) (2022)
Duc Minh Nguyen, Hiroshi Shirai
A Discussion on Physical Optics Approximation for Edge Diffraction by A Conducting Wedge. IEICE Trans. Electron. (5) (2022)
Van Hung Pham, Tuan Hung Nguyen, Duc Minh Nguyen, Hisashi Morishita
A New Method Based on Copula Theory for Evaluating Detection Performance of Distributed-Processing Multistatic Radar System. IEICE Trans. Commun. (1) (2022)
Tan Nghia Duong, Nguyen Nam Doan, Truong Giang Do, Manh Hoang Tran, Duc Minh Nguyen, Quang Hieu Dang
Utilizing Half Convolutional Autoencoder to Generate User and Item Vectors for Initialization in Matrix Factorization. Future Internet 14 (1) (2022)
Duc Minh Nguyen, Mustafa A. Kishk, Mohamed-Slim Alouini
Toward Sustainable Transportation: Accelerating Vehicle Electrification with Dynamic Charging Deployment. CoRR (2022)
Thu Quyen Nguyen, Quoc Trung Pham, Chi Hoang-Phuong, Quang Hieu Dang, Duc Minh Nguyen, Hoang Nguyen-Huy
An improved spiking network conversion for image classification. MAPR (2021)
Ran Zhang, Duc Minh Nguyen, Miao Wang, Lin X. Cai, Xuemin Shen
Responsive Regulation of Dynamic UAV Communication Networks Based on Deep Reinforcement Learning. CoRR (2021)
Quoc Trung Pham, Thu Quyen Nguyen, Chi Hoang-Phuong, Quang Hieu Dang, Duc Minh Nguyen, Hoang Nguyen-Huy
A review of SNN implementation on FPGA. MAPR (2021)
Tien Huu Do, Duc Minh Nguyen, Giannis Bekoulis, Adrian Munteanu, Nikos Deligiannis
Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization. Expert Syst. Appl. 174 (2021)
Duc Minh Nguyen, A. Robert Calderbank, Nikos Deligiannis
Geometric Matrix Completion With Deep Conditional Random Fields. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Han Le Duc, Van-Phuc Hoang, Minh Hong Nguyen, Hien M. Nguyen, Duc Minh Nguyen
Linearization of RF Power Amplifiers in Wideband Communication Systems by Adaptive Indirect Learning Using RPEM Algorithm. Mob. Networks Appl. 25 (5) (2020)
Esther Rodrigo Bonet, Duc Minh Nguyen, Nikos Deligiannis
Temporal Collaborative Filtering with Graph Convolutional Neural Networks. ICPR (2020)
Tien Huu Do, Duc Minh Nguyen, Nikos Deligiannis
Graph Auto-Encoder for Graph Signal Denoising. ICASSP (2020)
Esther Rodrigo Bonet, Duc Minh Nguyen, Nikos Deligiannis
Temporal Collaborative Filtering with Graph Convolutional Neural Networks. CoRR (2020)
Tan Nghia Duong, Tuan Anh Vuong, Duc Minh Nguyen, Quang Hieu Dang
Utilizing an Autoencoder-Generated Item Representation in Hybrid Recommendation System. IEEE Access 8 (2020)
Tien Huu Do, Duc Minh Nguyen, Giannis Bekoulis, Adrian Munteanu, Nikos Deligiannis
Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization. CoRR (2020)
Duc Minh Nguyen, A. Robert Calderbank, Nikos Deligiannis
Geometric Matrix Completion with Deep Conditional Random Fields. CoRR (2019)
Tien Huu Do, Xiao Luo, Duc Minh Nguyen, Nikos Deligiannis
Rumour Detection Via News Propagation Dynamics and User Representation Learning. DSW (2019)
Nguyen Thi Phuoc Van, Liqiong Tang, Veysel Demir, Syed Faraz Hasan, Duc Minh Nguyen, Subhas Mukhopadhyay
Review-Microwave Radar Sensing Systems for Search and Rescue Purposes. Sensors 19 (13) (2019)
Nguyen Thi Phuoc Van, Liqiong Tang, Amardeep Singh, Duc Minh Nguyen, Subhas Chandra Mukhopadhyay, Syed Faraz Hasan
Self-Identification Respiratory Disorder Based on Continuous Wave Radar Sensor System. IEEE Access 7 (2019)
Tien Huu Do, Xiao Luo, Duc Minh Nguyen, Nikos Deligiannis
Rumour Detection via News Propagation Dynamics and User Representation Learning. CoRR (2019)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank J. Pasveer, Wilfried Philips, Nikos Deligiannis
Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. ICASSP (2019)
Duc Minh Nguyen, Tien Huu Do, A. Robert Calderbank, Nikos Deligiannis
Fake News Detection using Deep Markov Random Fields. NAACL-HLT (1) (2019)
Tan Nghia Duong, Viet Duc Than, Tuan Anh Vuong, Trong Hiep Tran, Quang Hieu Dang, Duc Minh Nguyen, Hung-Manh Pham
A Novel Hybrid Recommendation System Integrating Content-Based and Rating Information. NBiS (2019)
Pham Son Lam, Nguyen Dinh Son, Hoang Phuong Chi, Nguyen Thi Phuoc Van, Duc Minh Nguyen
Novel Algorithm to Classify Sleep Stages. ICST (2019)
Han Le Duc, Minh Hong Nguyen, Van-Phuc Hoang, Hien M. Nguyen, Duc Minh Nguyen
Linearizing RF Power Amplifiers Using Adaptive RPEM Algorithm. INISCOM (2019)
Duc Minh Nguyen, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis
Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. EUSIPCO (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Twitter User Geolocation using Deep Multiview Learning. CoRR (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank J. Pasveer, Wilfried Philips, Nikos Deligiannis
Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. CoRR (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Extendable Neural Matrix Completion. CoRR (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Learning Discrete Matrix Factorization Models. IEEE Signal Process. Lett. 25 (5) (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Twitter User Geolocation Using Deep Multiview Learning. ICASSP (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis
Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. CoRR (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Extendable Neural Matrix Completion. ICASSP (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Matrix Factorization via Deep Learning. CoRR (2018)
Han Le Duc, Van-Phuc Hoang, Duc Minh Nguyen, Cong-Kha Pham
Hardware Implementation of Background Calibration Technique for TIADCs with Signals in Any Nyquist Bands. ISCAS (2018)
Nguyen Thi Phuoc Van, Liqiong Tang, Subhas Chandra Mukhopadhyay, Duc Minh Nguyen, Syed Faraz Hasan
Probabilities of False Alarm for Vital Sign Detection on the Basis of a Doppler Radar System. Sensors 18 (3) (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Deep learning sparse ternary projections for compressed sensing of images. GlobalSIP (2017)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Deep Learning Sparse Ternary Projections for Compressed Sensing of Images. CoRR (2017)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multiview Deep Learning for Predicting Twitter Users' Location. CoRR (2017)
Yu Liu, Duc Minh Nguyen, Nikos Deligiannis, Wenrui Ding, Adrian Munteanu
Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery. Remote. Sens. 9 (6) (2017)
Nguyen Thi Phuoc Van, Liqiong Tang, Duc Minh Nguyen, Syed Faraz Hasan, Subhas Mukhopadhyay
Extra wide band 3D patch antennae system design for remote vital sign Doppler radar sensor detection. ICST (2017)
Han Le Duc, Duc Minh Nguyen, Chadi Jabbour, Patricia Desgreys, Olivier Jamin, Van Tam Nguyen
Fully Digital Feedforward Background Calibration of Clock Skews for Sub-Sampling TIADCs Using the Polyphase Decomposition. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2017)
Han Le Duc, Duc Minh Nguyen, Chadi Jabbour, Tarik Graba, Patricia Desgreys, Olivier Jamin, Van Tam Nguyen
All-Digital Calibration of Timing Skews for TIADCs Using the Polyphase Decomposition. IEEE Trans. Circuits Syst. II Express Briefs (1) (2016)
Duc Minh Nguyen, Jan Hanca, Shao-Ping Lu, Adrian Munteanu
Robust stereo matching using census cost, discontinuity-preserving disparity computation and view-consistent refinement. IC3D (2015)
Han Le Duc, Duc Minh Nguyen, Chadi Jabbour, Tarik Graba, Patricia Desgreys, Olivier Jamin, Van Tam Nguyen
Hardware implementation of all digital calibration for undersampling TIADCs. ISCAS (2015)
Robert Tolksdorf, Lyndon J. B. Nixon, Elena Paslaru Bontas, Duc Minh Nguyen, Franziska Liebsch
Enabling Real World Semantic Web Applications Through a Coordination Middleware. ESWC (2005)