Chia-Feng Juang

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 34

Top Venues

IEEE Trans. Fuzzy Syst.

IEEE Trans. Cybern.

Appl. Soft Comput.

Biomed. Signal Process. Control.

Publications

Chia-Feng Juang, Wen-Chieh Chiang
An Interpretable Fuzzy Classifier Learned Through Soft-Margin Minimization with Transparent Fuzzy Sets. FUZZ (2024)
Chia-Feng Juang, Ya-Wen Chuang, Guan-Wen Lin, I-Fang Chung, Ying-Chih Lo
Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images. Comput. Medical Imaging Graph. 115 (2024)
Chia-Feng Juang, Zhoa-Boa You
Reinforcement Learning of an Interpretable Fuzzy System Through a Neural Fuzzy Actor-Critic Framework for Mobile Robot Control. IEEE Trans. Fuzzy Syst. 32 (6) (2024)
Chia-Feng Juang, Yun-Wei Cheng, Yeh-Ming Lin
Visually Interpretable Fuzzy Neural Classification Network With Deep Convolutional Feature Maps. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Chia-Feng Juang, Guan-Ren Pan, Wei-Chang Huang, Chih-Yu Wen, Ming-Feng Wu
Multiobjective Optimization of Interpretable Fuzzy Systems and Applicable Subjects for Fast Estimation of Obstructive Sleep Apnea-Hypopnea Severity. IEEE Trans. Fuzzy Syst. 31 (7) (2023)
Chia-Feng Juang, Yu-Jhong Chen
Multiobjective Evolutionary Learning of Interval Type-2 Fuzzy Controllers for a Wall-Following Wheeled Mobile Robot. IIAI-AAI (2023)
Chia-Feng Juang, Yi-Wei Chen
Automatic Hitting-Duration Estimation of a Rechargeable Impact Wrench Using a Fuzzy Neural Network to Reach Target Toques. Int. J. Fuzzy Syst. 25 (1) (2023)
Bin Huang, Weihai Chen, Chun-Liang Lin, Chia-Feng Juang, Jianhua Wang
MLP-BP: A novel framework for cuffless blood pressure measurement with PPG and ECG signals based on MLP-Mixer neural networks. Biomed. Signal Process. Control. 73 (2022)
Chia-Feng Juang, Ching-Yu Chou, Chin-Teng Lin
Navigation of a Fuzzy-Controlled Wheeled Robot Through the Combination of Expert Knowledge and Data-Driven Multiobjective Evolutionary Learning. IEEE Trans. Cybern. 52 (8) (2022)
Chia-Feng Juang, Wei-En Ni
Human Posture Classification Using Interpretable 3-D Fuzzy Body Voxel Features and Hierarchical Fuzzy Classifiers. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Wu-Chung Su, Chia-Feng Juang, Chi-Ming Hsu
Multiobjective Evolutionary Interpretable Type-2 Fuzzy Systems With Structure and Parameter Learning for Hexapod Robot Control. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Chia-Feng Juang, Chia-Hao Lu, Chen-An Huang
Navigation of Three Cooperative Object-Transportation Robots Using a Multistage Evolutionary Fuzzy Control Approach. IEEE Trans. Cybern. 52 (5) (2022)
Chia-Feng Juang, Guan-Ren Pan, Chih-Yu Wen, Kai-Ming Chang, Ming-Feng Wu, Wei-Chang Huang
A Fuzzy Neural Network Model for Rapid Prediction of Optimal Positive Airway Pressures in OSAS Patients. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Ying-Chih Lo, I-Fang Chung, Shin-Ning Guo, Mei-Chin Wen, Chia-Feng Juang
Cycle-consistent GAN-based stain translation of renal pathology images with glomerulus detection application. Appl. Soft Comput. 98 (2021)
Bin Huang, Chun-Liang Lin, Weihai Chen, Chia-Feng Juang, Xingming Wu
A novel one-stage framework for visual pulse rate estimation using deep neural networks. Biomed. Signal Process. Control. 66 (2021)
Chia-Feng Juang, Chia-Wei Chang, Tzu-Hsien Hung
Hand Palm Tracking in Monocular Images by Fuzzy Rule-Based Fusion of Explainable Fuzzy Features With Robot Imitation Application. IEEE Trans. Fuzzy Syst. 29 (12) (2021)
Bin Huang, Weihai Chen, Chun-Liang Lin, Chia-Feng Juang, Yuanping Xing, Yanting Wang, Jianhua Wang
A neonatal dataset and benchmark for non-contact neonatal heart rate monitoring based on spatio-temporal neural networks. Eng. Appl. Artif. Intell. 106 (2021)
Chia-Feng Juang, Chan-Hung Lin, Trong Bac Bui
Multiobjective Rule-Based Cooperative Continuous Ant Colony Optimized Fuzzy Systems With a Robot Control Application. IEEE Trans. Cybern. 50 (2) (2020)
Jiangfeng Cheng, He Zhang, Fei Tao, Chia-Feng Juang
DT-II: Digital twin enhanced Industrial Internet reference framework towards smart manufacturing. Robotics Comput. Integr. Manuf. 62 (2020)
Chia-Feng Juang, Trong Bac Bui
Reinforcement Neural Fuzzy Surrogate-Assisted Multiobjective Evolutionary Fuzzy Systems With Robot Learning Control Application. IEEE Trans. Fuzzy Syst. 28 (3) (2020)
Jiangfeng Cheng, Chia-Feng Juang, Guohui Mei, Weihai Chen
Design Improvement for Blackbody Cavity Sensor for Continuous Measurement of Molten Steel Temperature. IEEE Access 7 (2019)
Huai-An Lin, Tzu-Ting Tseng, Chia-Feng Juang, Guo-Cyuan Chen
Object Localization and Segmentation Using Hybrid Features and Fuzzy Classifiers With a Small Training Set from an RGB-D Camera. ICACI (2019)
Chia-Feng Juang, Yue-Hua Jhan, Yan-Ming Chen, Chi-Ming Hsu
Evolutionary Wall-Following Hexapod Robot Using Advanced Multiobjective Continuous Ant Colony Optimized Fuzzy Controller. IEEE Trans. Cogn. Dev. Syst. 10 (3) (2018)
Chia-Feng Juang, Yu-Cheng Chang, I-Fang Chung
Evolutionary hexapod robot gait control using a new recurrent neural network learned through group-based hybrid metaheuristic algorithm. GECCO (Companion) (2018)
Ying-Chih Lo, Chia-Feng Juang, I-Fang Chung, Shin-Ning Guo, Man-Ling Huang, Mei-Chin Wen, Cheng-Jian Lin, Hsueh-Yi Lin
Glomerulus Detection on Light Microscopic Images of Renal Pathology with the Faster R-CNN. ICONIP (7) (2018)
Chia-Feng Juang, Yen-Ting Yeh
Multiobjective Evolution of Biped Robot Gaits Using Advanced Continuous Ant-Colony Optimized Recurrent Neural Networks. IEEE Trans. Cybern. 48 (6) (2018)
Min-Ge Lai, Chia-Feng Juang, I-Fang Chung
Evolutionary Fuzzy Control of Three Robots Cooperatively Carrying an Object for Wall Following Through the Fusion of Continuous ACO and PSO. ICSI (2) (2017)
Ming-Feng Wu, Wei-Chang Huang, Chia-Feng Juang, Kai-Ming Chang, Chih-Yu Wen, Yu-Hsuan Chen, Ching-Yi Lin, Yi-Chan Chen, Ching-Cheng Lin
A New Method for Self-Estimation of the Severity of Obstructive Sleep Apnea Using Easily Available Measurements and Neural Fuzzy Evaluation System. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Chia-Feng Juang, Kai-Jie Juang
Circuit Implementation of Data-Driven TSK-Type Interval Type-2 Neural Fuzzy System With Online Parameter Tuning Ability. IEEE Trans. Ind. Electron. 64 (5) (2017)
Chen-An Huang, Chia-Feng Juang
Evolutionary fuzzy control of two cooperative object-carrying wheeled robots for wall following through multiobjective continuous ACO. IFSA-SCIS (2017)
Chia-Feng Juang, Yu-Cheng Chang
Data-driven interpretable fuzzy controller design through mult-objective genetic algorithm. SMC (2016)
Chia-Feng Juang, Guo-Cyuan Chen, Chung-Wei Liang, Demei Lee
Stereo-camera-based object detection using fuzzy color histograms and a fuzzy classifier with depth and shape estimations. Appl. Soft Comput. 46 (2016)
Min-Ge Lai, Wan-Ting Zeng, Chia-Feng Juang
Navigation for two fuzzy controlled cooperative object-carrying robots in concave maps with the consideration of dead-cycle problem. FUZZ-IEEE (2016)
Chia-Feng Juang, Tian-Lu Jeng, Yu-Cheng Chang
An Interpretable Fuzzy System Learned Through Online Rule Generation and Multiobjective ACO With a Mobile Robot Control Application. IEEE Trans. Cybern. 46 (12) (2016)
Wan-Ting Zeng, Chia-Feng Juang, Cheng-Jian Lin
Wall Following Control of Object-Carrying Robots Using Particle Swarm Optimized FC Through Reinforcement Signals. ICSSE (2015)
Chia-Feng Juang, Wei-Yuan Chen, Chung-Wei Liang
Speedup of Learning in Interval Type-2 Neural Fuzzy Systems Through Graphic Processing Units. IEEE Trans. Fuzzy Syst. 23 (4) (2015)
Chia-Feng Juang, Ying-Han Chen, Yue-Hua Jhan
Wall-Following Control of a Hexapod Robot Using a Data-Driven Fuzzy Controller Learned Through Differential Evolution. IEEE Trans. Ind. Electron. 62 (1) (2015)
Chia-Feng Juang, Po-Hsuan Wang
An Interval Type-2 Neural Fuzzy Classifier Learned Through Soft Margin Minimization and its Human Posture Classification Application. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Ching-Chih Tsai, Chia-Feng Juang
Editorial Message: Special Section on Fuzzy Theory and Its Applications. Int. J. Fuzzy Syst. 17 (3) (2015)
Chung-Wei Liang, Chia-Feng Juang
Moving object classification using local shape and HOG features in wavelet-transformed space with hierarchical SVM classifiers. Appl. Soft Comput. 28 (2015)
Chung-Wei Liang, Chia-Feng Juang
Moving Object Classification Using a Combination of Static Appearance Features and Spatial and Temporal Entropy Values of Optical Flows. IEEE Trans. Intell. Transp. Syst. 16 (6) (2015)
Chia-Feng Juang, Min-Ge Lai, Wan-Ting Zeng
Evolutionary Fuzzy Control and Navigation for Two Wheeled Robots Cooperatively Carrying an Object in Unknown Environments. IEEE Trans. Cybern. 45 (9) (2015)
Guo-Cyuan Chen, Chia-Feng Juang
An accuracy-oriented self-splitting fuzzy classifier with support vector learning in high-order expanded consequent space. Appl. Soft Comput. 15 (2014)
Zhi-Yuan Yang, Chia-Feng Juang, Yue-Hua Jhan
Hexapod robot wall-following control using a fuzzy controller. ICCA (2014)
Wei-Yuan Cheng, Chia-Feng Juang
A Fuzzy Model With Online Incremental SVM and Margin-Selective Gradient Descent Learning for Classification Problems. IEEE Trans. Fuzzy Syst. 22 (2) (2014)
Chia-Feng Juang, Chia Hung Hsu
Structure and parameter optimization of FNNs using multi-objective ACO for control and prediction. FUZZ-IEEE (2014)
Chia-Feng Juang, Chi-Wei Hung, Chia Hung Hsu
Rule-Based Cooperative Continuous Ant Colony Optimization to Improve the Accuracy of Fuzzy System Design. IEEE Trans. Fuzzy Syst. 22 (4) (2014)
Chia-Feng Juang, Chi-You Chen
An Interval Type-2 Neural Fuzzy Chip With On-Chip Incremental Learning Ability for Time-Varying Data Sequence Prediction and System Control. IEEE Trans. Neural Networks Learn. Syst. 25 (1) (2014)
Chia-Feng Juang, Wen-Sheng Jang
A type-2 neural fuzzy system learned through type-1 fuzzy rules and its FPGA-based hardware implementation. Appl. Soft Comput. 18 (2014)
Zhi-Yuan Yang, Chia-Feng Juang
Evolutionary locomotion control of a hexapod robot using particle swarm optimized fuzzy controller. SMC (2014)
Chia Hung Hsu, Chia-Feng Juang
Evolutionary Robot Wall-Following Control Using Type-2 Fuzzy Controller With Species-DE-Activated Continuous ACO. IEEE Trans. Fuzzy Syst. 21 (1) (2013)
Guo-Cyuan Chen, Chia-Feng Juang
Object Detection Using Color Entropies and a Fuzzy Classifier. IEEE Comput. Intell. Mag. 8 (1) (2013)
Chia-Feng Juang, Kai-Jie Juang
Reduced Interval Type-2 Neural Fuzzy System Using Weighted Bound-Set Boundary Operation for Computation Speedup and Chip Implementation. IEEE Trans. Fuzzy Syst. 21 (3) (2013)
Chia-Feng Juang, Chi-You Chen
Data-Driven Interval Type-2 Neural Fuzzy System With High Learning Accuracy and Improved Model Interpretability. IEEE Trans. Cybern. 43 (6) (2013)
Chia Hung Hsu, Chia-Feng Juang
Multi-Objective Continuous-Ant-Colony-Optimized FC for Robot Wall-Following Control. IEEE Comput. Intell. Mag. 8 (3) (2013)
Chiu-Chuan Tu, Chia-Feng Juang
Recurrent type-2 fuzzy neural network using Haar wavelet energy and entropy features for speech detection in noisy environments. Expert Syst. Appl. 39 (3) (2012)
Chia-Feng Juang, Cheng-Da Hsieh
A Fuzzy System Constructed by Rule Generation and Iterative Linear SVR for Antecedent and Consequent Parameter Optimization. IEEE Trans. Fuzzy Syst. 20 (2) (2012)
Chia-Feng Juang, Chung-Wei Liang, Chiung-Ling Lee, I-Fang Chung
Vision-based human body posture recognition using support vector machines. iCAST (2012)
Chen-Ning Guan, Chia-Feng Juang, Guo-Cyuan Chen
Face localization using fuzzy classifier with wavelet-localized focus color features and shape features. Digit. Signal Process. 22 (6) (2012)
Chia-Feng Juang, Guo-Cyuan Chen
A TS Fuzzy System Learned Through a Support Vector Machine in Principal Component Space for Real-Time Object Detection. IEEE Trans. Ind. Electron. 59 (8) (2012)
Guo-Cyuan Chen, Chia-Feng Juang
Fuzzy classifier with support vector learning for image retrieval using a specified object. SMC (2012)
Chia-Feng Juang, Yu-Cheng Chang, Che-Meng Hsiao
Evolving Gaits of a Hexapod Robot by Recurrent Neural Networks With Symbiotic Species-Based Particle Swarm Optimization. IEEE Trans. Ind. Electron. 58 (7) (2011)
Cheng-Da Hsieh, Chia-Feng Juang
Splitting K-means generated Neural Fuzzy System with Support Vector Regression. FUZZ-IEEE (2011)
Chia-Feng Juang, Po-Han Chang
Recurrent fuzzy system design using elite-guided continuous ant colony optimization. Appl. Soft Comput. 11 (2) (2011)
Chia-Feng Juang, T.-C. Chen, W.-Y. Cheng
Speedup of Implementing Fuzzy Neural Networks With High-Dimensional Inputs Through Parallel Processing on Graphic Processing Units. IEEE Trans. Fuzzy Syst. 19 (4) (2011)
Chia-Feng Juang, Yang-Yin Lin, Ren-Bo Huang
Dynamic system modeling using a recurrent interval-valued fuzzy neural network and its hardware implementation. Fuzzy Sets Syst. 179 (1) (2011)
Chia-Feng Juang, Yu-Cheng Chang, Chia Hung Hsu, I-Fang Chung
Fuzzy controller design using group-crossover particle swarm optimization for truck reversing control. FUZZ-IEEE (2011)
Chia-Feng Juang, Yu-Cheng Chang
Evolutionary-Group-Based Particle-Swarm-Optimized Fuzzy Controller With Application to Mobile-Robot Navigation in Unknown Environments. IEEE Trans. Fuzzy Syst. 19 (2) (2011)
Chia Hung Hsu, Chia-Feng Juang
Self-Organizing Interval Type-2 Fuzzy Q-learning for reinforcement fuzzy control. SMC (2011)
Wei-Yuan Cheng, Chia-Feng Juang
An incremental support vector machine-trained TS-type fuzzy system for online classification problems. Fuzzy Sets Syst. 163 (1) (2011)
Chia-Feng Juang, Che-Meng Hsiao, Chia Hung Hsu
Hierarchical Cluster-Based Multispecies Particle-Swarm Optimization for Fuzzy-System Optimization. IEEE Trans. Fuzzy Syst. 18 (1) (2010)
Chia-Feng Juang, Ren-Bo Huang, Wei-Yuan Cheng
An Interval Type-2 Fuzzy-Neural Network With Support-Vector Regression for Noisy Regression Problems. IEEE Trans. Fuzzy Syst. 18 (4) (2010)
Chia-Feng Juang, Shu-Wew Chang
Fuzzy system-based real-time face tracking in a multi-subject environment with a pan-tilt-zoom camera. Expert Syst. Appl. 37 (6) (2010)
Chia-Feng Juang, Po-Han Chang
Designing Fuzzy-Rule-Based Systems Using Continuous Ant-Colony Optimization. IEEE Trans. Fuzzy Syst. 18 (1) (2010)
Chia-Feng Juang, Cheng-Da Hsieh
A Locally Recurrent Fuzzy Neural Network With Support Vector Regression for Dynamic-System Modeling. IEEE Trans. Fuzzy Syst. 18 (2) (2010)
Chia-Feng Juang, Chun-Nan Cheng, Tai-Mao Chen
Corrigendum "Speech detection in noisy environments by wavelet energy-based recurrent neural fuzzy network" [Experts Systems with Applications 36 (1) (2009) 321-332]. Expert Syst. Appl. 37 (1) (2010)
I-Fang Chung, Chia-Feng Juang, Cheng-Da Hsieh
Support Vector-trained Recurrent Fuzzy System. FUZZ-IEEE (2010)
Chia-Feng Juang, Chun-Feng Lu, Po-Han Chang
Dynamic plant control using Recurrent Fuzzy Controller with ant colony optimization in real space. SMC (2010)
Chia-Feng Juang, Yang-Yin Lin, Chiu-Chuan Tu
A recurrent self-evolving fuzzy neural network with local feedbacks and its application to dynamic system processing. Fuzzy Sets Syst. 161 (19) (2010)
Chia-Feng Juang, Chun-Nan Cheng, Tai-Mao Chen
Speech detection in noisy environments by wavelet energy-based recurrent neural fuzzy network. Expert Syst. Appl. 36 (1) (2009)
Chia-Feng Juang, Chi-Yen Wang
A self-generating fuzzy system with ant and particle swarm cooperative optimization. Expert Syst. Appl. 36 (3) (2009)
Chia-Feng Juang, Chia-Ming Chang, Jiuh-Rou Wu, D. Lee
Computer Vision-Based Human Body Segmentation and Posture Estimation. IEEE Trans. Syst. Man Cybern. Part A 39 (1) (2009)
Chia-Feng Juang, Cheng-Da Hsieh
Fuzzy C-means based support vector machine for channel equalisation. Int. J. Gen. Syst. 38 (3) (2009)
Chia-Feng Juang, Ren-Bo Huang, Yang-Yin Lin
A Recurrent Self-Evolving Interval Type-2 Fuzzy Neural Network for Dynamic System Processing. IEEE Trans. Fuzzy Syst. 17 (5) (2009)
Chia-Feng Juang, Chia Hung Hsu
Reinforcement Ant Optimized Fuzzy Controller for Mobile-Robot Wall-Following Control. IEEE Trans. Ind. Electron. 56 (10) (2009)
Chia-Feng Juang, Chia Hung Hsu
Reinforcement Interval Type-2 Fuzzy Controller Design by Online Rule Generation and Q-Value-Aided Ant Colony Optimization. IEEE Trans. Syst. Man Cybern. Part B 39 (6) (2009)
Chia-Feng Juang, Wen-Kai Sun, Guo-Cyuan Chen
Object detection by color histogram-based fuzzy classifier with support vector learning. Neurocomputing 72 (10-12) (2009)
Chia-Feng Juang, Chun-Ming Lu
Ant Colony Optimization Incorporated With Fuzzy Q-Learning for Reinforcement Fuzzy Control. IEEE Trans. Syst. Man Cybern. Part A 39 (3) (2009)
Chia-Feng Juang, Chun-Lung Lai, Chiu-Chuan Tu
Dynamic programming prediction errors of recurrent neural fuzzy networks for speech recognition. Expert Syst. Appl. 36 (3) (2009)
Chia-Feng Juang, Cheng-Da Hsieh
TS-fuzzy system-based support vector regression. Fuzzy Sets Syst. 160 (17) (2009)
Chia-Feng Juang, Chun-Nan Cheng, Chiu-Chuan Tu
Wavelet Energy-Based Support Vector Machine for Noisy Word Boundary Detection With Speech Recognition Application. ROCLING (2009)
Chia-Feng Juang, Chia Hung Hsu, Chia-Feng Chuang
Reinforcement Self-Organizing Interval Type-2 Fuzzy System with Ant Colony Optimization. SMC (2009)
Chia-Feng Juang, Yu-Wei Tsao
A Self-Evolving Interval Type-2 Fuzzy Neural Network With Online Structure and Parameter Learning. IEEE Trans. Fuzzy Syst. 16 (6) (2008)
Chia-Feng Juang
A symbiotic genetic algorithm with local-and-global mapping search for reinforcement fuzzy control. J. Intell. Fuzzy Syst. 19 (2) (2008)
Chia-Feng Juang, Chun-Ming Lu, Chiang Lo, Chi-Yen Wang
Ant Colony Optimization Algorithm for Fuzzy Controller Design and Its FPGA Implementation. IEEE Trans. Ind. Electron. 55 (3) (2008)
Chia-Feng Juang, Shen-Jie Shiu
Using self-organizing fuzzy network with support vector learning for face detection in color images. Neurocomputing 71 (16-18) (2008)
Chia-Feng Juang, Yu-Wei Tsao
A Type-2 Self-Organizing Neural Fuzzy System and Its FPGA Implementation. IEEE Trans. Syst. Man Cybern. Part B 38 (6) (2008)
Chia-Feng Juang, Liang-Tso Chen
Moving object recognition by a shape-based neural fuzzy network. Neurocomputing 71 (13-15) (2008)
Chia-Feng Juang, Chun-Ming Lu
Reinforcement fuzzy control using Ant Colony Optimization. SMC (2008)
Chia-Feng Juang, Chiang Lo
Zero-order TSK-type fuzzy system learning using a two-phase swarm intelligence algorithm. Fuzzy Sets Syst. 159 (21) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chia-Feng Juang