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Yu-Cheng Chang
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Year
Evolutionary-group-based particle-swarm-optimized fuzzy controller with application to mobile-robot navigation in unknown environments
CF Juang, YC Chang
IEEE Transactions on Fuzzy Systems 19 (2), 379-392, 2011
2002011
An interpretable fuzzy system learned through online rule generation and multiobjective ACO with a mobile robot control application
CF Juang, TL Jeng, YC Chang
IEEE transactions on cybernetics 46 (12), 2706-2718, 2015
902015
Multimodal fuzzy fusion for enhancing the motor-imagery-based brain computer interface
LW Ko, YC Lu, H Bustince, YC Chang, Y Chang, J Ferandez, YK Wang, ...
IEEE Computational Intelligence Magazine 14 (1), 96-106, 2019
812019
Evolving gaits of a hexapod robot by recurrent neural networks with symbiotic species-based particle swarm optimization
CF Juang, YC Chang, CM Hsiao
IEEE Transactions on Industrial Electronics 58 (7), 3110-3119, 2010
552010
Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data
L Zhang, Y Shi, YC Chang, CT Lin
IEEE Transactions on Fuzzy Systems 29 (1), 46-58, 2020
322020
Consensus learning for distributed fuzzy neural network in big data environment
Y Shi, CT Lin, YC Chang, W Ding, Y Shi, X Yao
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (1), 29-41, 2020
192020
Interpretable fuzzy logic control for multirobot coordination in a cluttered environment
YC Chang, Y Shi, A Dostovalova, Z Cao, J Kim, D Gibbons, CT Lin
IEEE Transactions on Fuzzy Systems 29 (12), 3676-3685, 2021
182021
Speech2eeg: Leveraging pretrained speech model for eeg signal recognition
J Zhou, Y Duan, Y Zou, YC Chang, YK Wang, CT Lin
IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 2140-2153, 2023
152023
Spatial-temporal attention-based convolutional network with text and numerical information for stock price prediction
CT Lin, YK Wang, PL Huang, Y Shi, YC Chang
Neural Computing and Applications 34 (17), 14387-14395, 2022
152022
Federated fuzzy neural network with evolutionary rule learning
L Zhang, Y Shi, YC Chang, CT Lin
IEEE Transactions on Fuzzy Systems 31 (5), 1653-1664, 2022
142022
Domain-specific denoising diffusion probabilistic models for brain dynamics
Y Duan, J Zhou, Z Wang, YC Chang, YK Wang, CT Lin
arXiv preprint arXiv:2305.04200, 2023
112023
Toward multi-target self-organizing pursuit in a partially observable Markov game
L Sun, YC Chang, C Lyu, Y Shi, Y Shi, CT Lin
Information Sciences 648, 119475, 2023
92023
Exploring covert states of brain dynamics via fuzzy inference encoding
YC Chang, YK Wang, NR Pal, CT Lin
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 2464-2473, 2021
82021
Robust fuzzy neural network with an adaptive inference engine
L Zhang, Y Shi, YC Chang, CT Lin
IEEE Transactions on Cybernetics, 2023
72023
Multistream 3-D convolution neural network with parameter sharing for human state estimation
CT Lin, J Liu, CN Fang, SY Hsiao, YC Chang, YK Wang
IEEE Transactions on Cognitive and Developmental Systems 15 (1), 261-271, 2022
62022
Data-driven interpretable fuzzy controller design through mult-objective genetic algorithm
CF Juang, YC Chang
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016
62016
Belt: Bootstrapping electroencephalography-to-language decoding and zero-shot sentiment classification by natural language supervision
J Zhou, Y Duan, YC Chang, YK Wang, CT Lin
arXiv preprint arXiv:2309.12056, 2023
52023
Fuzzy centered explainable network for reinforcement learning
L Ou, YC Chang, YK Wang, CT Lin
IEEE Transactions on Fuzzy Systems, 2023
52023
Optimization of recurrent neural networks using evolutionary group-based particle swarm optimization for hexapod robot gait generation
CF Juang, YC Chang, IF Chung
Hybrid Metaheuristics Res. Appl 84, 227, 2018
42018
A Connectivity-Aware Graph Neural Network for Real-Time Drowsiness Classification
Z Zhuang, YK Wang, YC Chang, J Liu, CT Lin
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023
32023
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