Thanh Tung Khuat

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 28

Top Topics

Human Interactions

Top Venues

Appl. Soft Comput.

Publications

Thanh Tung Khuat, Robert Bassett, Ellen Otte, Alistair Grevis-James, Bogdan Gabrys
Applications of machine learning in antibody discovery, process development, manufacturing and formulation: Current trends, challenges, and opportunities. Comput. Chem. Eng. 182 (2024)
Thanh Tung Khuat, Bogdan Gabrys
Random Hyperboxes. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Thanh Tung Khuat, Robert Bassett, Ellen Otte, Alistair Grevis-James, Bogdan Gabrys
Applications of Machine Learning in Biopharmaceutical Process Development and Manufacturing: Current Trends, Challenges, and Opportunities. CoRR (2023)
Patryk Grelewicz, Thanh Tung Khuat, Jacek Czeczot, Pawel Nowak, Tomasz Klopot, Bogdan Gabrys
Application of Machine Learning to Performance Assessment for a Class of PID-Based Control Systems. IEEE Trans. Syst. Man Cybern. Syst. 53 (7) (2023)
Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys
The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives. Found. Trends Hum. Comput. Interact. 17 (3-4) (2023)
Patryk Grelewicz, Pawel Nowak, Thanh Tung Khuat, Jacek Czeczot, Tomasz Klopot, Bogdan Gabrys
Practical implementation of computationally-efficient machine learning-based control performance assessment system for a class of closed loop systems. Appl. Soft Comput. 146 (2023)
Thanh Tung Khuat, Bogdan Gabrys
An online learning algorithm for a neuro-fuzzy classifier with mixed-attribute data. Appl. Soft Comput. 137 (2023)
Thanh Tung Khuat, Bogdan Gabrys
hyperbox-brain: A Python toolbox for hyperbox-based machine learning algorithms. SoftwareX 23 (2023)
Thanh Tung Khuat, Bogdan Gabrys
hyperbox-brain: A Toolbox for Hyperbox-based Machine Learning Algorithms. CoRR (2022)
Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys
The Roles and Modes of Human Interactions with Automated Machine Learning Systems. CoRR (2022)
Thanh Tung Khuat, Bogdan Gabrys
Accelerated learning algorithms of general fuzzy min-max neural network using a novel hyperbox selection rule. Inf. Sci. 547 (2021)
Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys
Hyperbox-based machine learning algorithms: a comprehensive survey. Soft Comput. 25 (2) (2021)
Patryk Grelewicz, Thanh Tung Khuat, Jacek Czeczot, Tomasz Klopot, Bogdan Gabrys
Application of Machine Learning to Performance Assessment for a class of PID-based Control Systems. CoRR (2021)
Thanh Tung Khuat, Bogdan Gabrys
An in-depth comparison of methods handling mixed-attribute data for general fuzzy min-max neural network. Neurocomputing 464 (2021)
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
An Effective Multiresolution Hierarchical Granular Representation Based Classifier Using General Fuzzy Min-Max Neural Network. IEEE Trans. Fuzzy Syst. 29 (2) (2021)
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
An Improved Online Learning Algorithm for General Fuzzy Min-Max Neural Network. IJCNN (2020)
Thanh Tung Khuat, Bogdan Gabrys
Accelerated learning algorithms of general fuzzy min-max neural network using a branch-and-bound-based hyperbox selection rule. CoRR (2020)
Thanh Tung Khuat, Bogdan Gabrys
An in-depth comparison of methods handling mixed-attribute data for general fuzzy min-max neural network. CoRR (2020)
Thanh Tung Khuat, Bogdan Gabrys
Random Hyperboxes. CoRR (2020)
Thanh Tung Khuat, Bogdan Gabrys
An Online Learning Algorithm for a Neuro-Fuzzy Classifier with Mixed-Attribute Data. CoRR (2020)
Thanh Tung Khuat, Bogdan Gabrys
A comparative study of general fuzzy min-max neural networks for pattern classification problems. Neurocomputing 386 (2020)
Thanh Tung Khuat, My Hanh Le
Evaluation of Sampling-Based Ensembles of Classifiers on Imbalanced Data for Software Defect Prediction Problems. SN Comput. Sci. 1 (2) (2020)
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
An improved online learning algorithm for general fuzzy min-max neural network. CoRR (2020)
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
An Effective Multi-Resolution Hierarchical Granular Representation based Classifier using General Fuzzy Min-Max Neural Network. CoRR (2019)
Thanh Tung Khuat, Bogdan Gabrys
Accelerated Training Algorithms of General Fuzzy Min-Max Neural Network Using GPU for Very High Dimensional Data. ICONIP (1) (2019)
Thanh Tung Khuat, Bogdan Gabrys
A comparative study of general fuzzy min-max neural networks for pattern classification problems. CoRR (2019)
Thanh Tung Khuat, My Hanh Le
Binary teaching-learning-based optimization algorithm with a new update mechanism for sample subset optimization in software defect prediction. Soft Comput. 23 (20) (2019)
Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys
Hyperbox based machine learning algorithms: A comprehensive survey. CoRR (2019)