2025
Efficient Integer-Only-Inference of Gradient Boosting Decision Trees on Low-Power Devices.
IEEE Trans. Circuits Syst. I Regul. Pap., January, 2025
QL-PGD: An efficient defense against membership inference attack.
J. Inf. Secur. Appl., 2025
Integrating Intelligent Hydro-informatics into an effective Early Warning System for risk-informed urban flood management.
Environ. Model. Softw., 2025
Relax and don't Stop: Graph-aware Asynchronous SSSP.
Proceedings of the 1st FastCode Programming Challenge, 2025
WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
LCSL: Long-Tailed Classification via Self-Labeling.
IEEE Trans. Circuits Syst. Video Technol., November, 2024
Dynamic weighted ensemble for diarrhoea incidence predictions.
Mach. Learn., April, 2024
Application of machine learning-based surrogate models for urban flood depth modeling in Ho Chi Minh City, Vietnam.
Appl. Soft Comput., January, 2024
Defending against Model Inversion Attacks via Random Erasing.
CoRR, 2024
Selective Parallel Loading of Large-Scale Compressed Graphs with ParaGrapher.
CoRR, 2024
Deep Learning Enhanced Side Channel Analysis on CRYSTALS-Kyber.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024
OrbitSI: An Orbit-based Algorithm for the Subgraph Isomorphism Search Problem.
Proceedings of the IEEE International Conference on Knowledge Graph, 2024
Preserving Spatial-Temporal Relationship with Adaptive Node Sampling in Hierarchical Dynamic Graph Transformers.
Proceedings of the Asian Conference on Machine Learning, 2024
2023
Learning to summarize multi-documents with local and global information.
Prog. Artif. Intell., September, 2023
Detecting rumours with latency guarantees using massive streaming data.
VLDB J., March, 2023
Streamflow Prediction in the Mekong River Basin Using Deep Neural Networks.
IEEE Access, 2023
An Intelligent Image Processing System for Enhancing Blood Vessel Segmentation on Low-Power SoC.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2023
A Rule-Based Ensemble Approach for Diarrhoea Outbreak Prediction.
Proceedings of the International Conference on Computing and Communication Technologies, 2023
Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
2022
Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding.
IEEE Trans. Knowl. Data Eng., 2022
Incremental Density-Based Clustering on Multicore Processors.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Diarrhoea incidence prediction using climate data: Machine Learning approaches.
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022
Dengue Fever: From Extreme Climates to Outbreak Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2022
Multi-spectral In-Vivo FPGA-Based Surgical Imaging.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2022
2021
Advanced Machine Learning Techniques for Predicting Nha Trang Shorelines.
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IEEE Access, 2021
Spectrum-Sharing UAV-Assisted Mission-Critical Communication: Learning-Aided Real-Time Optimisation.
IEEE Access, 2021
2019
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs.
IEEE Trans. Knowl. Data Eng., 2019
2018
Interactive Exploration of Subspace Clusters on Multicore Processors.
Trans. Large Scale Data Knowl. Centered Syst., 2018
Health Monitoring on Social Media over Time.
IEEE Trans. Knowl. Data Eng., 2018
Anytime parallel density-based clustering.
Data Min. Knowl. Discov., 2018
Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis.
Data Sci. Eng., 2018
Scalable Active Temporal Constrained Clustering.
Proceedings of the 21st International Conference on Extending Database Technology, 2018
Scalable Active Constrained Clustering for Temporal Data.
Proceedings of the Database Systems for Advanced Applications, 2018
2017
Scalable and Interactive Graph Clustering Algorithm on Multicore CPUs.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Interactive Exploration of Subspace Clusters for High Dimensional Data.
Proceedings of the Database and Expert Systems Applications, 2017
2016
AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large Complex Datasets.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Anytime OPTICS: An Efficient Approach for Hierarchical Density-Based Clustering.
Proceedings of the Database Systems for Advanced Applications, 2016
2015
Anytime density-based clustering of complex data.
Knowl. Inf. Syst., 2015
A New Method to Encode the At-Most-One Constraint into SAT.
Proceedings of the Sixth International Symposium on Information and Communication Technology, 2015
2014
Density-based algorithms for active and anytime clustering.
PhD thesis, 2014
Solving the all-interval series problem: SAT vs CP.
Proceedings of the Fifth Symposium on Information and Communication Technology, 2014
Relevant overlapping subspace clusters on categorical data.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
2013
Efficient Anytime Density-based Clustering.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Active Density-Based Clustering.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms.
Adv. Artif. Neural Syst., 2012
A Similarity Model and Segmentation Algorithm for White Matter Fiber Tracts.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
2010
Some Novel Heuristics for Finding the Most Unusual Time Series Subsequences.
Proceedings of the Advances in Intelligent Information and Database Systems, 2010
EWAT+: Finding Time Series Discords Based on New Discord Measure Functions.
Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010