Son T. Mai

40 papers A* 9A 1B 1C 1Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Implementation of AI Algorithms on an FPGA-Based System for Enhancing Blood Vessel Segmentation.
Int. J. Parallel Program.
Majed Alsharari, Son T. Mai, Romain Garnier, Carlos Reaño, Roger F. Woods
2025 A* conf
DeepPUFSCA: Deep learning for Physical Unclonable Function attack based on Side Channel Analysis support.
DAC
Ngoc Phu Doan, Tuan Dung Pham, Zichi Zhang, Viet-Hung Tran, Jack Miskelly, Hans Vandierendonck, Anh-Tuan Hoang, Máire O'Neill, Son T. Mai
2025 J jnl
Efficient Integer-Only-Inference of Gradient Boosting Decision Trees on Low-Power Devices.
IEEE Trans. Circuits Syst. I Regul. Pap.
Majed Alsharari, Son T. Mai, Roger F. Woods, Carlos Reaño
2025 A* conf
InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series.
AAAI
Viet-Hung Tran, Zichi Zhang, Tuan Dung Pham, Ngoc Phu Doan, Anh-Tuan Hoang, Peixin Li, Hans Vandierendonck, Ira Assent, Son T. Mai
2025 J jnl
Integrating Intelligent Hydro-informatics into an effective Early Warning System for risk-informed urban flood management.
Environ. Model. Softw.
Thanh Quang Dang, Ba Hoang Tran, Ngoc-Quyen Le, Ahad Hasan Tanim, Van Hieu Bui, Son T. Mai, Phong Nguyen Thanh, Duong Tran Anh
2025 J jnl
Prediction of cardiovascular disease cases driven by air pollution data: A novel kernel-based Mixed-frequency data Sampling Nonlinear Grey Model.
Comput. Ind. Eng.
Yimeng An, Yaoguo Dang, Junjie Wang, Yu Feng, Shaowen Yang, Son T. Mai
2025 J jnl
QL-PGD: An efficient defense against membership inference attack.
J. Inf. Secur. Appl.
Tuan Dung Pham, Bao Dung Nguyen, Son T. Mai, Viet Cuong Ta
2025 J jnl
Random Erasing vs. Model Inversion: A Promising Defense or a False Hope?
Trans. Mach. Learn. Res.
Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ira Assent, Alex C. Kot, Ngai-Man Cheung
2025 A* conf
WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting.
AAAI
Zichi Zhang, Tuan Dung Pham, Yimeng An, Ngoc Phu Doan, Majed Alsharari, Viet-Hung Tran, Anh-Tuan Hoang, Hans Vandierendonck, Son T. Mai
2024 J jnl
Application of machine learning-based surrogate models for urban flood depth modeling in Ho Chi Minh City, Vietnam.
Appl. Soft Comput.
Thanh Quang Dang, Ba Hoang Tran, Ngoc-Quyen Le, Thanh Duc Dang, Ahad Hasan Tanim, Quoc Bao Pham, Van Hieu Bui, Son T. Mai, Phong Nguyen Thanh, Duong Tran Anh
2024 J jnl
Defending against Model Inversion Attacks via Random Erasing.
CoRR
Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ngai-Man Cheung
2024 J jnl
Dynamic weighted ensemble for diarrhoea incidence predictions.
Mach. Learn.
Thanh Duy Do, Thuan Dinh Nguyen, Viet Cuong Ta, Duong Tran Anh, Tuyet-Hanh Tran Thi, Diep Phan, Son T. Mai
2024 J jnl
LCSL: Long-Tailed Classification via Self-Labeling.
IEEE Trans. Circuits Syst. Video Technol.
Duc-Quang Vu, Trang T. T. Phung, Jia-Ching Wang, Son T. Mai
2024 C conf
Preserving Spatial-Temporal Relationship with Adaptive Node Sampling in Hierarchical Dynamic Graph Transformers.
ACML
Thi Linh Hoang, Tuan Dung Pham, Son T. Mai, Viet Cuong Ta
2023 — conf
A Rule-Based Ensemble Approach for Diarrhoea Outbreak Prediction.
RIVF
Truc T. T. Trinh, Thanh Duy Do, Thuan Dinh Nguyen, Son T. Mai
2023 — conf
An Intelligent Image Processing System for Enhancing Blood Vessel Segmentation on Low-Power SoC.
SAMOS
Majed Alsharari, Son T. Mai, Romain Garnier, Carlos Reaño, Roger F. Woods
2023 J jnl
Learning to summarize multi-documents with local and global information.
Prog. Artif. Intell.
Van-Hau Nguyen, Son T. Mai, Minh-Tien Nguyen
2023 J jnl
Streamflow Prediction in the Mekong River Basin Using Deep Neural Networks.
IEEE Access
Thi-Thu-Ha Nguyen, Duc-Quang Vu, Son T. Mai, Thanh Duc Dang
2022 A* conf
Dengue Fever: From Extreme Climates to Outbreak Prediction.
ICDM
Son T. Mai, Ha T. Phi, Abdullahi Abubakar, Peter Kilpatrick, Hung Q. V. Nguyen, Hans Vandierendonck
2022 — conf
Diarrhoea incidence prediction using climate data: Machine Learning approaches.
RIVF
Thanh Duy Do, James Mulhall, Thuan Dinh Nguyen, Quang T. M. Nguyen, Diep Phan, Son T. Mai
2022 J jnl
Incremental Density-Based Clustering on Multicore Processors.
IEEE Trans. Pattern Anal. Mach. Intell.
Son T. Mai, Jon Jacobsen, Sihem Amer-Yahia, Ivor T. A. Spence, Nhat-Phuong Tran, Ira Assent, Quoc Viet Hung Nguyen
2022 — conf
Multi-spectral In-Vivo FPGA-Based Surgical Imaging.
ARC
Majed Alsharari, Lorenzo Niemitz, Simon Sorensen, Roger F. Woods, Ray Burke, Stefan Andersson-Engels, Carlos Reaño, Son T. Mai
2021 J jnl
Advanced Machine Learning Techniques for Predicting Nha Trang Shorelines.
IEEE Access
Cheng Yin, Le Thanh Binh, Duong Tran Anh, Son T. Mai, Anh Le, Van-Hau Nguyen, Van-Chien Nguyen, Nguyen Xuan Tinh, Hitoshi Tanaka, Nguyen Trung Viet, Long Dinh Nguyen, Trung Q. Duong
2021 J jnl
Spectrum-Sharing UAV-Assisted Mission-Critical Communication: Learning-Aided Real-Time Optimisation.
IEEE Access
Minh-Hien T. Nguyen, Emiliano Garcia-Palacios, Tan Do-Duy, Long Dinh Nguyen, Son T. Mai, Trung Q. Duong
2019 J jnl
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs.
IEEE Trans. Knowl. Data Eng.
Son T. Mai, Sihem Amer-Yahia, Ira Assent, Mathias Skovgaard Birk, Martin Storgaard Dieu, Jon Jacobsen, Jesper Kristensen
2018 J jnl
Anytime parallel density-based clustering.
Data Min. Knowl. Discov.
Son T. Mai, Ira Assent, Jon Jacobsen, Martin Storgaard Dieu
2018 J jnl
Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis.
Data Sci. Eng.
Son T. Mai, Sihem Amer-Yahia, Sébastien Bailly, Jean Louis Pépin, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
2018 J jnl
Health Monitoring on Social Media over Time.
IEEE Trans. Knowl. Data Eng.
Sumit Sidana, Sihem Amer-Yahia, Marianne Clausel, Majdeddine Rebai, Son T. Mai, Massih-Reza Amini
2018 J jnl
Interactive Exploration of Subspace Clusters on Multicore Processors.
Trans. Large Scale Data Knowl. Centered Syst.
The Hai Pham, Jesper Kristensen, Son T. Mai, Ira Assent, Jon Jacobsen, Bay Vo, Anh Le
2018 — conf
Scalable Active Constrained Clustering for Temporal Data.
DASFAA (1)
Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
2018 B conf
Scalable Active Temporal Constrained Clustering.
EDBT
Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria
2017 — conf
Interactive Exploration of Subspace Clusters for High Dimensional Data.
DEXA (1)
Jesper Kristensen, Son T. Mai, Ira Assent, Jon Jacobsen, Bay Vo, Anh Le
2017 A* conf
Scalable and Interactive Graph Clustering Algorithm on Multicore CPUs.
ICDE
Son T. Mai, Martin Storgaard Dieu, Ira Assent, Jon Jacobsen, Jesper Kristensen, Mathias Skovgaard Birk
2016 A* conf
AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large Complex Datasets.
KDD
Son T. Mai, Ira Assent, Martin Storgaard
2016 — conf
Anytime OPTICS: An Efficient Approach for Hierarchical Density-Based Clustering.
DASFAA (1)
Son T. Mai, Ira Assent, Anh Le
2015 J jnl
Anytime density-based clustering of complex data.
Knowl. Inf. Syst.
Son T. Mai, Xiao He, Jing Feng, Claudia Plant, Christian Böhm
2014 A* conf
Relevant overlapping subspace clusters on categorical data.
KDD
Xiao He, Jing Feng, Bettina Konte, Son T. Mai, Claudia Plant
2013 A* conf
Active Density-Based Clustering.
ICDM
Son T. Mai, Xiao He, Nina C. Hubig, Claudia Plant, Christian Böhm
2013 A conf
Efficient Anytime Density-based Clustering.
SDM
Christian Böhm, Jing Feng, Xiao He, Son T. Mai
2012 A* conf
A Similarity Model and Segmentation Algorithm for White Matter Fiber Tracts.
ICDM
Son T. Mai, Sebastian Goebl, Claudia Plant