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ORCIDThanh Tung Khuat
Person information
- affiliation: University of Technology Sydney, Faculty of Engineering and Information Technology, NSW, Australia
- affiliation (former): University of Science and Technology Danang, Vietnam
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2020 – today
- 2024
[j18]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: 108585 (2024)- [i13]Thanh Tung Khuat, Robert Bassett, Ellen Otte, Bogdan Gabrys:
Uncertainty Quantification Using Ensemble Learning and Monte Carlo Sampling for Performance Prediction and Monitoring in Cell Culture Processes. CoRR abs/2409.02149 (2024) - 2023
- [j17]Thanh Tung Khuat, Bogdan Gabrys:
An online learning algorithm for a neuro-fuzzy classifier with mixed-attribute data. Appl. Soft Comput. 137: 110152 (2023) - [j16]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: 110690 (2023) - [j15]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): 195-387 (2023) - [j14]Thanh Tung Khuat, Bogdan Gabrys:
hyperbox-brain: A Python toolbox for hyperbox-based machine learning algorithms. SoftwareX 23: 101425 (2023) - [j13]Thanh Tung Khuat, Bogdan Gabrys:
Random Hyperboxes. IEEE Trans. Neural Networks Learn. Syst. 34(2): 1008-1022 (2023) - [j12]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): 4226-4238 (2023) - [i12]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 abs/2310.09991 (2023) - 2022
- [i11]Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys:
The Roles and Modes of Human Interactions with Automated Machine Learning Systems. CoRR abs/2205.04139 (2022) - [i10]Thanh Tung Khuat, Bogdan Gabrys:
hyperbox-brain: A Toolbox for Hyperbox-based Machine Learning Algorithms. CoRR abs/2210.02704 (2022) - 2021
- [b1]Thanh Tung Khuat:
Development of Robust and Scalable Hyperbox based Machine Learning Algorithms. University of Technology Sydney, Australia, 2021 - [j11]Thanh Tung Khuat, Bogdan Gabrys:
An in-depth comparison of methods handling mixed-attribute data for general fuzzy min-max neural network. Neurocomputing 464: 175-202 (2021) - [j10]Thanh Tung Khuat, Bogdan Gabrys:
Accelerated learning algorithms of general fuzzy min-max neural network using a novel hyperbox selection rule. Inf. Sci. 547: 887-909 (2021) - [j9]Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys:
Hyperbox-based machine learning algorithms: a comprehensive survey. Soft Comput. 25(2): 1325-1363 (2021) - [j8]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): 427-441 (2021) - [i9]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 abs/2101.02939 (2021) - 2020
- [j7]Thanh Tung Khuat, Bogdan Gabrys:
A comparative study of general fuzzy min-max neural networks for pattern classification problems. Neurocomputing 386: 110-125 (2020) - [j6]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): 108 (2020) - [c4]Thanh Tung Khuat, Fang Chen, Bogdan Gabrys:
An Improved Online Learning Algorithm for General Fuzzy Min-Max Neural Network. IJCNN 2020: 1-9 - [i8]Thanh Tung Khuat, Fang Chen, Bogdan Gabrys:
An improved online learning algorithm for general fuzzy min-max neural network. CoRR abs/2001.02391 (2020) - [i7]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 abs/2003.11333 (2020) - [i6]Thanh Tung Khuat, Bogdan Gabrys:
Random Hyperboxes. CoRR abs/2006.00695 (2020) - [i5]Thanh Tung Khuat, Bogdan Gabrys:
An in-depth comparison of methods handling mixed-attribute data for general fuzzy min-max neural network. CoRR abs/2009.00237 (2020) - [i4]Thanh Tung Khuat, Bogdan Gabrys:
An Online Learning Algorithm for a Neuro-Fuzzy Classifier with Mixed-Attribute Data. CoRR abs/2009.14670 (2020)
2010 – 2019
- 2019
- [j5]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): 9919-9935 (2019) - [c3]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: 583-595 - [i3]Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys:
Hyperbox based machine learning algorithms: A comprehensive survey. CoRR abs/1901.11303 (2019) - [i2]Thanh Tung Khuat, Fang Chen, Bogdan Gabrys:
An Effective Multi-Resolution Hierarchical Granular Representation based Classifier using General Fuzzy Min-Max Neural Network. CoRR abs/1905.12170 (2019) - [i1]Thanh Tung Khuat, Bogdan Gabrys:
A comparative study of general fuzzy min-max neural networks for pattern classification problems. CoRR abs/1907.13308 (2019) - 2018
- [j4]Khuat Thanh Tung, Le Thi My Hanh:
A Novel Hybrid ABC-PSO Algorithm for Effort Estimation of Software Projects Using Agile Methodologies. J. Intell. Syst. 27(3): 489-506 (2018) - 2017
- [j3]Khuat Thanh Tung, Le Thi My Hanh:
A genetic algorithm with multi-parent crossover using quaternion representation for numerical function optimization. Appl. Intell. 46(4): 810-826 (2017) - 2016
- [j2]Khuat Thanh Tung, Le Thi My Hanh:
Optimizing Parameters of Software Effort Estimation Models using Directed Artificial Bee Colony Algorithm. Informatica (Slovenia) 40(4) (2016) - [j1]Le Thi My Hanh, Nguyen Thanh Binh, Khuat Thanh Tung:
A Novel Fitness function of metaheuristic algorithms for test data generation for simulink models based on mutation analysis. J. Syst. Softw. 120: 17-30 (2016) - 2014
- [c2]Le Thi My Hanh, Nguyen Thanh Binh, Khuat Thanh Tung:
A Novel Test Data Generation Approach Based Upon Mutation Testing by Using Artificial Immune System for Simulink Models. KSE 2014: 169-181 - [c1]Le Thi My Hanh, Nguyen Thanh Binh, Khuat Thanh Tung:
Applying the meta-heuristic algorithms for mutation-based test data generation for Simulink models. SoICT 2014: 102-109
Coauthor Index
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