World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
60
Citations
10794
World Ranking
3304
National Ranking
20

Research.com Recognitions

  • 2010 - IEEE Fellow For contributions to computational intelligence and intelligent control

Overview

Shun-Feng Su is affiliated with the National Taiwan University of Science and Technology in Taiwan. Their research spans the fields of Engineering and Computer Science, with a particular focus on Control and Systems Engineering, Computer Networks and Communications, and Artificial Intelligence.

The scientist's work primarily covers topics such as:

  • Adaptive Control of Nonlinear Systems
  • Adaptive Dynamic Programming Control
  • Stability and Control of Uncertain Systems
  • Advanced Control Systems Optimization
  • Neural Networks Stability and Synchronization
  • Distributed Control Multi-Agent Systems
  • Iterative Learning Control Systems

Recent publications by Shun-Feng Su include:

  • "Finite-Time Command Filtered Event-Triggered Adaptive Fuzzy Tracking Control for Stochastic Nonlinear Systems" (2020, IEEE Transactions on Fuzzy Systems)
  • "Environmental sound classification using a regularized deep convolutional neural network with data augmentation" (2020, Applied Acoustics)
  • "Spectral images based environmental sound classification using CNN with meaningful data augmentation" (2020, Applied Acoustics)
  • "Reduced Adaptive Fuzzy Decoupling Control for Lower Limb Exoskeleton" (2020, IEEE Transactions on Cybernetics)
  • "Finite-Time Event-Triggered Stabilization for Discrete-Time Fuzzy Markov Jump Singularly Perturbed Systems" (2022, IEEE Transactions on Cybernetics)

Shun-Feng Su collaborates frequently with several co-authors, including:

  • Wei Sun
  • Sam Kwong
  • Yo-Ping Huang
  • Enrique Herrera-Viedma
  • Tadahiko Murata

The scientist's work has appeared most often in the following publication venues:

  • IEEE Transactions on Cybernetics
  • IEEE Transactions on Systems Man and Cybernetics Systems
  • IEEE Systems Man and Cybernetics Magazine
  • IEEE Transactions on Fuzzy Systems
  • IEEE Transactions on Automation Science and Engineering

In addition to journal articles, Shun-Feng Su has also contributed to book publications. A notable example is the book Offshore Robotics, published by Springer Nature in 2021.

Shun-Feng Su received the IEEE Fellow distinction in 2010 for contributions to computational intelligence and intelligent control.

Best Publications

  • Efficiently solving general weapon-target assignment problem by genetic algorithms with greedy eugenics

    Zne-Jung Lee;Shun-Feng Su;Chou-Yuan Lee

  • An immunity-based ant colony optimization algorithm for solving weapon–target assignment problem

    Zne-Jung Lee;Chou-Yuan Lee;Shun-Feng Su

  • Adaptive Fuzzy Control With High-Order Barrier Lyapunov Functions for High-Order Uncertain Nonlinear Systems With Full-State Constraints

    Wei Sun;Shun-Feng Su;Yuqiang Wu;Jianwei Xia

  • Genetic algorithm with ant colony optimization (GA-ACO) for multiple sequence alignment

    Zne-Jung Lee;Shun-Feng Su;Chen-Chia Chuang;Kuan-Hung Liu

  • Accurate Trajectory Tracking of Disturbed Surface Vehicles: A Finite-Time Control Approach

    Ning Wang;Hamid Reza Karimi;Hongyi Li;Shun-Feng Su

  • Robust support vector regression networks for function approximation with outliers

    Chen-Chia Chuang;Shun-Feng Su;Jin-Tsong Jeng;Chih-Ching Hsiao

  • Adaptive Finite-Time Fuzzy Control of Nonlinear Active Suspension Systems With Input Delay

    Jing Na;Yingbo Huang;Xing Wu;Shun-Feng Su

  • A Merged Fuzzy Neural Network and Its Applications in Battery State-of-Charge Estimation

    I-Hsum Li;Wei-Yen Wang;Shun-Feng Su;Yuang-Shung Lee

  • Adaptive Fuzzy Tracking Control of Flexible-Joint Robots With Full-State Constraints

    Wei Sun;Shun-Feng Su;Jianwei Xia;Van-Truong Nguyen

  • The annealing robust backpropagation (ARBP) learning algorithm

    Chen-Chia Chuang;Shun-Feng Su;Chin-Ching Hsiao

  • Finite-Time Command Filtered Event-Triggered Adaptive Fuzzy Tracking Control for Stochastic Nonlinear Systems

    Jianwei Xia;Baomin Li;Shun-Feng Su;Wei Sun

  • Reduced Adaptive Fuzzy Tracking Control for High-Order Stochastic Nonstrict Feedback Nonlinear System With Full-State Constraints

    Wei Sun;Shun-Feng Su;Guowei Dong;Weiwei Bai

  • Global Asymptotic Model-Free Trajectory-Independent Tracking Control of an Uncertain Marine Vehicle: An Adaptive Universe-Based Fuzzy Control Approach

    Ning Wang;Shun-Feng Su;Jianchuan Yin;Zhongjiu Zheng

  • Support vector interval regression networks for interval regression analysis

    Jin-Tsong Jeng;Chen-Chia Chuang;Shun-Feng Su

  • Spectral images based environmental sound classification using CNN with meaningful data augmentation

    Zohaib Mushtaq;Shun-Feng Su;Quoc-Viet Tran

  • Adaptive Tracking Control of Wheeled Inverted Pendulums With Periodic Disturbances

    Wei Sun;Shun-Feng Su;Jianwei Xia;Yuqiang Wu

  • Environmental sound classification using a regularized deep convolutional neural network with data augmentation

    Zohaib Mushtaq;Shun-Feng Su

  • Robust TSK fuzzy modeling for function approximation with outliers

    Chen-Chia Chuang;Shun-Feng Su;Song-Shyong Chen

  • Credit assigned CMAC and its application to online learning robust controllers

    Shun-Feng Su;T. Tao;Ta-Hsiung Hung

  • Reduced Adaptive Fuzzy Decoupling Control for Lower Limb Exoskeleton

    Wei Sun;Jhih-Wei Lin;Shun-Feng Su;Ning Wang

  • Backpropagating Constraints-Based Trajectory Tracking Control of a Quadrotor With Constrained Actuator Dynamics and Complex Unknowns

    Ning Wang;Shun-Feng Su;Min Han;Wen-Hua Chen

  • Robust static output-feedback stabilization for nonlinear discrete-time systems with time delay via fuzzy control approach

    Song-Shyong Chen;Yuan-Chang Chang;Shun-Feng Su;Sheng-Luen Chung

Frequent Co-Authors

Jianwei Xia
Jianwei Xia Liaocheng University
Ning Wang
Ning Wang Dalian Maritime University
Tsu-Tian Lee
Tsu-Tian Lee National Taipei University of Technology
Yennun Huang
Yennun Huang Research Center for Information Technology Innovation, Academia Sinica
Meng Joo Er
Meng Joo Er Dalian Maritime University
Imre J. Rudas
Imre J. Rudas Óbuda University
Wynne Hsu
Wynne Hsu National University of Singapore
Guangdeng Zong
Guangdeng Zong Tianjin Polytechnic University
Hao Shen
Hao Shen Anhui University of Technology
Witold Pedrycz
Witold Pedrycz University of Alberta

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