Tsung-Yu Hsieh

According to our database, Tsung-Yu Hsieh authored at least 22 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

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

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.

Tsung-Yu Hsieh, Suhang Wang, Yiwei Sun, Vasant G. Honavar

Proceedings of the WSDM '21, 2021

Functional Autoencoders for Functional Data Representation Learning.

Tsung-Yu Hsieh, Yiwei Sun, Suhang Wang, Vasant G. Honavar

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

2020

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

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.

Tsung-Yu Hsieh, Suhang Wang, Yiwei Sun, Vasant G. Honavar

CoRR, 2020

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

Yiwei Sun, Suhang Wang, Xianfeng Tang, Tsung-Yu Hsieh, Vasant G. Honavar

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.

Chin-Teng Lin, Kuan-Chih Huang, Nikhil R. Pal, Zehong Cao, Yu-Ting Liu, Chieh-Ning Fang, Tsung-Yu Hsieh, Yang-Yin Lin, Shang-Lin Wu

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

2019

Node Injection Attacks on Graphs via Reinforcement Learning.

Yiwei Sun, Suhang Wang, Xianfeng Tang, Tsung-Yu Hsieh, Vasant G. Honavar

CoRR, 2019

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

Chin-Teng Lin, Yu-Ting Liu, Chun-Hsiang Chuang, Nikhil R. Pal, Yang-Yin Lin, Tsung-Yu Hsieh, Chieh-Ning Fang, Zehong Cao

CoRR, 2019

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

Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh, Xianfeng Tang, Vasant G. Honavar

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

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

Tsung-Yu Hsieh, Yiwei Sun, Suhang Wang, Vasant G. Honavar

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

2018

Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets.

Chin-Teng Lin, Tsung-Yu Hsieh, Yu-Ting Liu, Yang-Yin Lin, Chieh-Ning Fang, Yu-Kai Wang, Gary G. Yen, Nikhil R. Pal, Chun-Hsiang Chuang

IEEE Trans. Knowl. Data Eng., 2018

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

Liang-Ying Lu, Tsung-Yu Hsieh, Pei-En Weng, Lih-Yih Chiou

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

Compositional Stochastic Average Gradient for Machine Learning and Related Applications.

Tsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar

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.

Yiwei Sun, Ngot Bui, Tsung-Yu Hsieh, Vasant G. Honavar

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.

Shang-Lin Wu, Yu-Ting Liu, Tsung-Yu Hsieh, Yang-Yin Lin, Chih-Yu Chen, Chun-Hsiang Chuang, Chin-Teng Lin

IEEE Trans. Fuzzy Syst., 2017

2016

Determine the Foot Strike Pattern Using Inertial Sensors.

Tzyy-Yuang Shiang, Tsung-Yu Hsieh, Yin-Shin Lee, Chen-Chi Wu, Meng-Chieh Yu, Chung-Huan Mei, I-Han Tai

J. Sensors, 2016

2015

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

Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Tsung-Yu Hsieh, Chin-Teng Lin

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.

Chin-Teng Lin, Tsung-Yu Hsieh, Yu-Ting Liu, Shang-Lin Wu, Yang-Yin Lin

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.

Tsung-Yu Hsieh, Yang-Yin Lin, Yu-Ting Liu, Chieh-Ning Fang, Chin-Teng Lin

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

2014

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

Yu-Ting Liu, Yang-Yin Lin, Tsung-Yu Hsieh, Shang-Lin Wu, Chin-Teng Lin

Proceedings of the Intelligent Systems and Applications, 2014

2012

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

Po-Lei Lee, Hsiang-Chih Chang, Tsung-Yu Hsieh, Hua-Ting Deng, Chia-Wei Sun

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