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ORCIDSon T. Mai
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2020 – today
- 2026
[j23]Huynh Thi Khanh Chi, Amonae Dabbs-Brown, Anna Jurek-Loughrey, James Mulhall, Tuan Dung Pham, Ngoc Phu Doan
, Viet-Hung Tran, Zichi Zhang, Xuan Hoang Nguyen, Yimeng An, Peixin Li, Phi Hung Nguyen, Thi Linh Hoang, Xinming Shi, Hans Vandierendonck, Sébastien Bailly, Jean Louis Pépin, Thai Son Mai:
Obstructive Sleep Apnea Prediction: A Comprehensive Review and Comparative Study. Mach. Learn. 115(2): 29 (2026)- [c32]Zichi Zhang, Phi Hung Nguyen, Ngoc Phu Doan, Viet-Hung Tran, Xuan Hoang Nguyen, Hui Wang, Hans Vandierendonck, Son Thai Mai:
HierarNet: Independent Interactive Hierarchical Disease Outbreak Forecasting. AAAI 2026: 39628-39636 - 2025
- [j22]Yimeng An, Yaoguo Dang, Junjie Wang, Yu Feng, Shaowen Yang, Son T. Mai:
Prediction of cardiovascular disease cases driven by air pollution data: A novel kernel-based Mixed-frequency data Sampling Nonlinear Grey Model. Comput. Ind. Eng. 208: 111326 (2025) - [j21]Thanh Quang Dang, Ba Hoang Tran, Ngoc-Quyen Le, Ahad Hasan Tanim, Van Hieu Bui, Son T. Mai, Phong Nguyen Thanh, Duong Tran Anh:
Integrating Intelligent Hydro-informatics into an effective Early Warning System for risk-informed urban flood management. Environ. Model. Softw. 183: 106246 (2025) - [j20]Tuan Dung Pham, Bao Dung Nguyen, Son T. Mai, Viet Cuong Ta:
QL-PGD: An efficient defense against membership inference attack. J. Inf. Secur. Appl. 92: 104095 (2025) - [j19]Majed Alsharari, Son T. Mai, Roger F. Woods, Carlos Reaño:
Efficient Integer-Only-Inference of Gradient Boosting Decision Trees on Low-Power Devices. IEEE Trans. Circuits Syst. I Regul. Pap. 72(1): 241-253 (2025) - [j18]Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ira Assent, Alex C. Kot, Ngai-Man Cheung:
Random Erasing vs. Model Inversion: A Promising Defense or a False Hope? Trans. Mach. Learn. Res. 2025 (2025) - [c31]Viet-Hung Tran, Zichi Zhang, Tuan Dung Pham, Ngoc Phu Doan, Anh-Tuan Hoang, Peixin Li, Hans Vandierendonck, Ira Assent, Son T. Mai:
InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series. AAAI 2025: 20921-20928 - [c30]Zichi Zhang, Tuan Dung Pham, Yimeng An, Ngoc Phu Doan, Majed Alsharari, Viet-Hung Tran, Anh-Tuan Hoang, Hans Vandierendonck, Son T. Mai:
WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting. AAAI 2025: 22741-22749 - [c29]Mohsen Koohi Esfahani, Syed Ibtisam Tauhidi, Marco D'Antonio, Thai Son Mai, Hans Vandierendonck:
ParaGrapher: A Parallel and Distributed Graph Loading Library for Large-Scale Compressed Graphs. IEEE Big Data 2025: 255-260 - [c28]Syed Ibtisam Tauhidi, Arindam Karmakar, Son Thai Mai, Hans Vandierendonck:
Parallel Counting of Non-Induced Graphlet Orbits. CLUSTER Workshops 2025: 1-2 - [c27]Ngoc Phu Doan, Tuan Dung Pham, Zichi Zhang, Viet-Hung Tran, Jack Miskelly, Hans Vandierendonck, Anh-Tuan Hoang, Máire O'Neill, Son T. Mai:
DeepPUFSCA: Deep learning for Physical Unclonable Function attack based on Side Channel Analysis support. DAC 2025: 1-7 - [c26]Deepak P, Dimitrios Tsoumakos, Thai Son Mai:
Workshop on Relaxed Semantics in Data Analytics Pipelines (RELAX 2025). DEBS 2025: 7-8 - [c25]Marco D'Antonio, Kåre von Geijer, Son Thai Mai, Philippas Tsigas, Hans Vandierendonck:
Relax and don't Stop: Graph-aware Asynchronous SSSP. FCPC@PPOPP 2025: 43-47 - [c24]Marco D'Antonio, Son Thai Mai, Hans Vandierendonck:
Toward Efficient Asynchronous Single-Source Shortest Path. IPDPS (Workshops) 2025: 1301-1303 - [c23]Marco D'Antonio, Son Thai Mai, Philippas Tsigas, Hans Vandierendonck:
Wasp: Efficient Asynchronous Single-Source Shortest Path on Multicore Systems via Work Stealing. SC 2025: 2109-2125 - [d1]Marco D'Antonio, Son T. Mai, Philippas Tsigas, Hans Vandierendonck:
Artifact for: Wasp: Efficient Asynchronous Single-Source Shortest Path on Multicore Systems via Work Stealing. Zenodo, 2025
- 2024
- [j17]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:
Application of machine learning-based surrogate models for urban flood depth modeling in Ho Chi Minh City, Vietnam. Appl. Soft Comput. 150: 111031 (2024) - [j16]Thanh Duy Do, Thuan Dinh Nguyen, Viet Cuong Ta, Duong Tran Anh, Tuyet-Hanh Tran Thi, Diep Phan, Son T. Mai:
Dynamic weighted ensemble for diarrhoea incidence predictions. Mach. Learn. 113(4): 2129-2152 (2024) - [j15]Duc-Quang Vu, Trang T. T. Phung, Jia-Ching Wang, Son T. Mai:
LCSL: Long-Tailed Classification via Self-Labeling. IEEE Trans. Circuits Syst. Video Technol. 34(11): 12048-12058 (2024) - [c22]Thi Linh Hoang, Tuan Dung Pham, Son T. Mai, Viet Cuong Ta:
Preserving Spatial-Temporal Relationship with Adaptive Node Sampling in Hierarchical Dynamic Graph Transformers. ACML 2024: 1176-1191 - [c21]Syed Ibtisam Tauhidi, Arindam Karmakar, Son Thai Mai, Hans Vandierendonck:
OrbitSI: An Orbit-based Algorithm for the Subgraph Isomorphism Search Problem. ICKG 2024: 360-369 - [c20]Anh-Tuan Hoang, Mark Kennaway, Tuan Dung Pham, Son Thai Mai, Ayesha Khalid, Ciara Rafferty, Máire O'Neill:
Deep Learning Enhanced Side Channel Analysis on CRYSTALS-Kyber. ISQED 2024: 1-8 - [i3]Mohsen Koohi Esfahani, Marco D'Antonio, Syed Ibtisam Tauhidi, Son Thai Mai, Hans Vandierendonck:
Selective Parallel Loading of Large-Scale Compressed Graphs with ParaGrapher. CoRR abs/2404.19735 (2024) - [i2]Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ngai-Man Cheung:
Defending against Model Inversion Attacks via Random Erasing. CoRR abs/2409.01062 (2024) - 2023
- [j14]Thi-Thu-Ha Nguyen, Duc-Quang Vu, Son T. Mai, Thanh Duc Dang:
Streamflow Prediction in the Mekong River Basin Using Deep Neural Networks. IEEE Access 11: 97930-97943 (2023) - [j13]Van-Hau Nguyen, Son T. Mai, Minh-Tien Nguyen:
Learning to summarize multi-documents with local and global information. Prog. Artif. Intell. 12(3): 275-286 (2023) - [j12]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen:
Detecting rumours with latency guarantees using massive streaming data. VLDB J. 32(2): 369-387 (2023) - [c19]Thanh Tam Nguyen, Chi Thang Duong, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen:
Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding (Extended Abstract). ICDE 2023: 3791-3792 - [c18]Truc T. T. Trinh, Thanh Duy Do, Thuan Dinh Nguyen, Son T. Mai:
A Rule-Based Ensemble Approach for Diarrhoea Outbreak Prediction. RIVF 2023: 348-353 - [c17]Majed Alsharari, Son T. Mai, Romain Garnier, Carlos Reaño, Roger F. Woods:
An Intelligent Image Processing System for Enhancing Blood Vessel Segmentation on Low-Power SoC. SAMOS 2023: 123-138 - 2022
- [j11]Son T. Mai, Jon Jacobsen, Sihem Amer-Yahia, Ivor T. A. Spence, Nhat-Phuong Tran, Ira Assent, Quoc Viet Hung Nguyen:
Incremental Density-Based Clustering on Multicore Processors. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1338-1356 (2022) - [j10]Chi Thang Duong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen:
Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding. IEEE Trans. Knowl. Data Eng. 34(11): 5307-5320 (2022) - [c16]Majed Alsharari, Lorenzo Niemitz, Simon Sorensen, Roger F. Woods, Ray Burke, Stefan Andersson-Engels, Carlos Reaño, Son T. Mai:
Multi-spectral In-Vivo FPGA-Based Surgical Imaging. ARC 2022: 103-117 - [c15]Son T. Mai, Ha T. Phi, Abdullahi Abubakar, Peter Kilpatrick, Hung Q. V. Nguyen, Hans Vandierendonck:
Dengue Fever: From Extreme Climates to Outbreak Prediction. ICDM 2022: 1083-1088 - [c14]Thanh Duy Do, James Mulhall, Thuan Dinh Nguyen, Quang T. M. Nguyen, Diep Phan, Son T. Mai:
Diarrhoea incidence prediction using climate data: Machine Learning approaches. RIVF 2022: 1-6 - [i1]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen:
Detecting Rumours with Latency Guarantees using Massive Streaming Data. CoRR abs/2205.06580 (2022) - 2021
- [j9]Minh-Hien T. Nguyen, Emiliano Garcia-Palacios, Tan Do-Duy, Long Dinh Nguyen, Son T. Mai, Trung Q. Duong:
Spectrum-Sharing UAV-Assisted Mission-Critical Communication: Learning-Aided Real-Time Optimisation. IEEE Access 9: 11622-11632 (2021) - [j8]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:
Advanced Machine Learning Techniques for Predicting Nha Trang Shorelines. IEEE Access 9: 98132-98149 (2021)
2010 – 2019
- 2019
- [j7]Son T. Mai, Sihem Amer-Yahia, Ira Assent, Mathias Skovgaard Birk, Martin Storgaard Dieu, Jon Jacobsen, Jesper Kristensen:
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs. IEEE Trans. Knowl. Data Eng. 31(7): 1239-1252 (2019) - 2018
- [j6]Son T. Mai, Sihem Amer-Yahia, Sébastien Bailly, Jean Louis Pépin, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen:
Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis. Data Sci. Eng. 3(4): 359-378 (2018) - [j5]Son T. Mai, Ira Assent, Jon Jacobsen, Martin Storgaard Dieu:
Anytime parallel density-based clustering. Data Min. Knowl. Discov. 32(4): 1121-1176 (2018) - [j4]Sumit Sidana, Sihem Amer-Yahia, Marianne Clausel, Majdeddine Rebai, Son T. Mai, Massih-Reza Amini:
Health Monitoring on Social Media over Time. IEEE Trans. Knowl. Data Eng. 30(8): 1467-1480 (2018) - [j3]The Hai Pham, Jesper Kristensen, Son T. Mai, Ira Assent, Jon Jacobsen, Bay Vo, Anh Le:
Interactive Exploration of Subspace Clusters on Multicore Processors. Trans. Large Scale Data Knowl. Centered Syst. 39: 169-199 (2018) - [c13]Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen:
Scalable Active Constrained Clustering for Temporal Data. DASFAA (1) 2018: 566-582 - [c12]Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria:
Scalable Active Temporal Constrained Clustering. EDBT 2018: 449-452 - 2017
- [c11]Jesper Kristensen, Son T. Mai, Ira Assent, Jon Jacobsen, Bay Vo, Anh Le:
Interactive Exploration of Subspace Clusters for High Dimensional Data. DEXA (1) 2017: 327-342 - [c10]Son T. Mai, Martin Storgaard Dieu, Ira Assent, Jon Jacobsen, Jesper Kristensen, Mathias Skovgaard Birk:
Scalable and Interactive Graph Clustering Algorithm on Multicore CPUs. ICDE 2017: 349-360 - 2016
- [c9]Son T. Mai, Ira Assent, Anh Le:
Anytime OPTICS: An Efficient Approach for Hierarchical Density-Based Clustering. DASFAA (1) 2016: 164-179 - [c8]Son T. Mai, Ira Assent, Martin Storgaard:
AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large Complex Datasets. KDD 2016: 1025-1034 - 2015
- [j2]Son T. Mai, Xiao He, Jing Feng, Claudia Plant, Christian Böhm:
Anytime density-based clustering of complex data. Knowl. Inf. Syst. 45(2): 319-355 (2015) - [c7]Van-Hau Nguyen, Son Thai Mai:
A New Method to Encode the At-Most-One Constraint into SAT. SoICT 2015: 46-53 - 2014
- [b1]Son Thai Mai:
Density-based algorithms for active and anytime clustering. Ludwig Maximilians University Munich, 2014 - [c6]Xiao He, Jing Feng, Bettina Konte, Son T. Mai, Claudia Plant:
Relevant overlapping subspace clusters on categorical data. KDD 2014: 213-222 - [c5]Van-Hau Nguyen, Son Thai Mai:
Solving the all-interval series problem: SAT vs CP. SoICT 2014: 65-74 - 2013
- [c4]Son T. Mai, Xiao He, Nina C. Hubig, Claudia Plant, Christian Böhm:
Active Density-Based Clustering. ICDM 2013: 508-517 - [c3]Christian Böhm, Jing Feng, Xiao He, Son T. Mai:
Efficient Anytime Density-based Clustering. SDM 2013: 112-120 - 2012
- [j1]Claudia Plant, Son Thai Mai, Junming Shao, Fabian J. Theis, Anke Meyer-Baese, Christian Böhm:
Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms. Adv. Artif. Neural Syst. 2012: 962105:1-962105:13 (2012) - [c2]Son T. Mai, Sebastian Goebl, Claudia Plant:
A Similarity Model and Segmentation Algorithm for White Matter Fiber Tracts. ICDM 2012: 1014-1019 - 2010
- [c1]Son Thai Mai, Duong Tuan Anh:
EWAT+: Finding Time Series Discords Based on New Discord Measure Functions. RIVF 2010: 1-4 - [p1]Son Thai Mai, Duong Tuan Anh:
Some Novel Heuristics for Finding the Most Unusual Time Series Subsequences. Advances in Intelligent Information and Database Systems 2010: 229-240
Coauthor Index
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