SrVARM: State Regularized Vector Autoregressive Model for Joint Learning of Hidden State Transitions and State-Dependent Inter-Variable Dependencies from Multi-variate Time Series.

[BibT_eX]

[DOI]

Tsung-Yu Hsieh

Yiwei Sun

Xianfeng Tang

Suhang Wang

Vasant G. Honavar

Proceedings of the WWW '21: The Web Conference 2021, 2021

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns to Attend to Important Variables As Well As Time Intervals.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Functional Autoencoders for Functional Data Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020

Impacts of day trading on the intraday pattern of market quality.

[BibT_eX]

[DOI]

Tsung-Yu Hsieh

Ying-Fen Fu

Shih-Ya Ma

Int. J. Serv. Technol. Manag., 2020

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Attacks on Graph Neural Networks via Node Injections: A Hierarchical Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Fuzzy Theory and Its Applications, 2020

2019

Node Injection Attacks on Graphs via Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2019

An Adaptive Subspace Self-Organizing Map (ASSOM) Imbalanced Learning and Its Applications in EEG.

[BibT_eX]

[DOI]

CoRR, 2019

MEGAN: A Generative Adversarial Network for Multi-View Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Adaptive Structural Co-regularization for Unsupervised Multi-view Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

2018

Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Methodology for developing virtual platforms from power-aware to power- and thermal-aware at electronic system level.

[BibT_eX]

[DOI]

IET Cyper-Phys. Syst.: Theory & Appl., 2018

Compositional Stochastic Average Gradient for Machine Learning and Related Applications.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Multi-view Network Embedding via Graph Factorization Clustering and Co-regularized Multi-view Agreement.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

Fuzzy Integral With Particle Swarm Optimization for a Motor-Imagery-Based Brain-Computer Interface.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2017

2016

Determine the Foot Strike Pattern Using Inertial Sensors.

[BibT_eX]

[DOI]

J. Sensors, 2016

2015

Assessment of Mental Fatigue: An EEG-Based Forecasting System for Driving Safety.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

A Novel Mechanism to Fuse Various Sub-Aspect Brain-Computer Interface (BCI) Systems with PSO for Motor Imagery Task.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Developing a novel multi-fusion brain-computer interface (BCI) system with particle swarm optimization for motor imagery task.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

A global optimized neuro-fuzzy system using artificial bee colony evolutionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2014

2012

A Brain-Wave-Actuated Small Robot Car Using Ensemble Empirical Mode Decomposition-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2012

Tsung-Yu Hsieh

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