H-Index & Metrics Best Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science D-index 45 Citations 8,480 136 World Ranking 3554 National Ranking 19

Research.com Recognitions

Awards & Achievements

2019 - IEEE Fellow For contributions to data-driven fuzzy systems

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Machine learning
  • Artificial neural network

His main research concerns Artificial intelligence, Fuzzy control system, Fuzzy rule, Fuzzy logic and Artificial neural network. His studies link Pattern recognition with Artificial intelligence. The study incorporates disciplines such as Feature extraction, Silhouette and Computer vision in addition to Fuzzy control system.

The Fuzzy rule study combines topics in areas such as Defuzzification, Fuzzy classification, Neuro-fuzzy, Fuzzy set operations and Machine learning. Chia-Feng Juang works mostly in the field of Fuzzy logic, limiting it down to concerns involving Particle swarm optimization and, occasionally, Crossover and Genetic algorithm. His Artificial neural network research is multidisciplinary, incorporating elements of Gesture recognition, Image segmentation, Cluster analysis and Reinforcement learning.

His most cited work include:

  • An online self-constructing neural fuzzy inference network and its applications (837 citations)
  • A hybrid of genetic algorithm and particle swarm optimization for recurrent network design (795 citations)
  • A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithms (402 citations)

What are the main themes of his work throughout his whole career to date?

His primary areas of investigation include Artificial intelligence, Fuzzy logic, Fuzzy control system, Neuro-fuzzy and Pattern recognition. The concepts of his Artificial intelligence study are interwoven with issues in Machine learning and Computer vision. His Fuzzy logic research includes themes of Mathematical optimization, Genetic algorithm, Ant colony optimization algorithms and Control theory, Control theory.

Chia-Feng Juang works in the field of Fuzzy control system, focusing on Fuzzy rule in particular. His Neuro-fuzzy study combines topics in areas such as Fuzzy number, Fuzzy set operations, Fuzzy classification and Adaptive neuro fuzzy inference system. His work on Backpropagation is typically connected to Process control as part of general Artificial neural network study, connecting several disciplines of science.

He most often published in these fields:

  • Artificial intelligence (61.80%)
  • Fuzzy logic (57.30%)
  • Fuzzy control system (48.31%)

What were the highlights of his more recent work (between 2015-2021)?

  • Fuzzy logic (57.30%)
  • Artificial intelligence (61.80%)
  • Fuzzy control system (48.31%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Fuzzy logic, Artificial intelligence, Fuzzy control system, Ant colony optimization algorithms and Robot. His biological study spans a wide range of topics, including Object, Support vector machine and Cluster analysis. Chia-Feng Juang usually deals with Artificial intelligence and limits it to topics linked to Pattern recognition and Deep learning, Feature and Artificial neural network.

His Fuzzy control system research is multidisciplinary, relying on both Mathematical optimization, Fuzzy set and Robot control. The Ant colony optimization algorithms study which covers Control theory that intersects with Multi-objective optimization. As part of one scientific family, he deals mainly with the area of Robot, narrowing it down to issues related to the Control theory, and often Optimization problem, Particle swarm optimization, Hexapod and Genetic algorithm.

Between 2015 and 2021, his most popular works were:

  • An Interpretable Fuzzy System Learned Through Online Rule Generation and Multiobjective ACO With a Mobile Robot Control Application (34 citations)
  • Multiobjective Evolution of Biped Robot Gaits Using Advanced Continuous Ant-Colony Optimized Recurrent Neural Networks (32 citations)
  • DT-II:Digital twin enhanced Industrial Internet reference framework towards smart manufacturing (28 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Machine learning
  • Artificial neural network

Chia-Feng Juang focuses on Artificial intelligence, Fuzzy control system, Fuzzy logic, Ant colony optimization algorithms and Control theory. His studies in Artificial intelligence integrate themes in fields like Algorithm design and Pattern recognition. Chia-Feng Juang has included themes like Fuzzy number and Fuzzy set in his Fuzzy control system study.

His research on Fuzzy logic often connects related topics like Artificial neural network. His Ant colony optimization algorithms study also includes fields such as

  • Robot that connect with fields like PID controller and Recurrent neural network,
  • Multi-objective optimization and related Genetic algorithm, Ant colony and Trajectory. In general Control theory study, his work on Control theory often relates to the realm of Gait and Preferred walking speed, thereby connecting several areas of interest.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

An online self-constructing neural fuzzy inference network and its applications

Chia-Feng Juang;Chin-Teng Lin.
IEEE Transactions on Fuzzy Systems (1998)

1102 Citations

A hybrid of genetic algorithm and particle swarm optimization for recurrent network design

Chia-Feng Juang.
systems man and cybernetics (2004)

1089 Citations

A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithms

Chia-Feng Juang.
IEEE Transactions on Fuzzy Systems (2002)

554 Citations

A recurrent self-organizing neural fuzzy inference network

Chia-Feng Juang;Chin-Teng Lin.
IEEE Transactions on Neural Networks (1999)

357 Citations

A Self-Evolving Interval Type-2 Fuzzy Neural Network With Online Structure and Parameter Learning

Chia-Feng Juang;Yu-Wei Tsao.
IEEE Transactions on Fuzzy Systems (2008)

295 Citations

Genetic reinforcement learning through symbiotic evolution for fuzzy controller design

Chia-Feng Juang;Jiann-Yow Lin;Chin-Teng Lin.
systems man and cybernetics (2000)

271 Citations

Reinforcement Ant Optimized Fuzzy Controller for Mobile-Robot Wall-Following Control

Chia-Feng Juang;Chia-Hung Hsu.
IEEE Transactions on Industrial Electronics (2009)

197 Citations

Human Body Posture Classification by a Neural Fuzzy Network and Home Care System Application

Chia-Feng Juang;Chia-Ming Chang.
systems man and cybernetics (2007)

188 Citations

Evolutionary-Group-Based Particle-Swarm-Optimized Fuzzy Controller With Application to Mobile-Robot Navigation in Unknown Environments

Chia-Feng Juang;Yu-Cheng Chang.
IEEE Transactions on Fuzzy Systems (2011)

159 Citations

Designing Fuzzy-Rule-Based Systems Using Continuous Ant-Colony Optimization

Chia-Feng Juang;Po-Han Chang.
IEEE Transactions on Fuzzy Systems (2010)

159 Citations

If you think any of the details on this page are incorrect, let us know.

Contact us

Best Scientists Citing Chia-Feng Juang

Chin-Teng Lin

Chin-Teng Lin

University of Technology Sydney

Publications: 75

Ajith Abraham

Ajith Abraham

Machine Intelligence Research Labs

Publications: 36

Witold Pedrycz

Witold Pedrycz

University of Alberta

Publications: 35

Oscar Castillo

Oscar Castillo

Instituto Tecnológico de Tijuana

Publications: 33

Meng Joo Er

Meng Joo Er

Dalian Maritime University

Publications: 31

Okyay Kaynak

Okyay Kaynak

Boğaziçi University

Publications: 27

Faa-Jeng Lin

Faa-Jeng Lin

National Central University

Publications: 27

Wen Yu

Wen Yu

CINVESTAV

Publications: 27

Hak-Keung Lam

Hak-Keung Lam

King's College London

Publications: 25

Shitong Wang

Shitong Wang

Jiangnan University

Publications: 23

Erdal Kayacan

Erdal Kayacan

Aarhus University

Publications: 22

Junfei Qiao

Junfei Qiao

Beijing University of Technology

Publications: 22

Chih-Min Lin

Chih-Min Lin

Yuan Ze University

Publications: 19

Adel M. Alimi

Adel M. Alimi

University of Sfax

Publications: 18

Edwin Lughofer

Edwin Lughofer

Johannes Kepler University of Linz

Publications: 18

Shun-Feng Su

Shun-Feng Su

National Taiwan University of Science and Technology

Publications: 18

Something went wrong. Please try again later.