default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBogdan Gabrys
- > Home > Persons > Bogdan Gabrys
Publications
- 2024
[j74]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)- 2023
- [j66]Thanh Tung Khuat, Bogdan Gabrys:
An online learning algorithm for a neuro-fuzzy classifier with mixed-attribute data. Appl. Soft Comput. 137: 110152 (2023) - [j65]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) - [j64]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) - [j61]Thanh Tung Khuat, Bogdan Gabrys:
hyperbox-brain: A Python toolbox for hyperbox-based machine learning algorithms. SoftwareX 23: 101425 (2023) - [j60]Thanh Tung Khuat, Bogdan Gabrys:
Random Hyperboxes. IEEE Trans. Neural Networks Learn. Syst. 34(2): 1008-1022 (2023) - [j59]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) - [i29]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
- [i27]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) - [i25]Thanh Tung Khuat, Bogdan Gabrys:
hyperbox-brain: A Toolbox for Hyperbox-based Machine Learning Algorithms. CoRR abs/2210.02704 (2022) - 2021
- [j52]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) - [j51]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) - [j49]Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys:
Hyperbox-based machine learning algorithms: a comprehensive survey. Soft Comput. 25(2): 1325-1363 (2021) - [j48]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) - [i23]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
- [j45]Thanh Tung Khuat, Bogdan Gabrys:
A comparative study of general fuzzy min-max neural networks for pattern classification problems. Neurocomputing 386: 110-125 (2020) - [c67]Thanh Tung Khuat, Fang Chen, Bogdan Gabrys:
An Improved Online Learning Algorithm for General Fuzzy Min-Max Neural Network. IJCNN 2020: 1-9 - [i20]Thanh Tung Khuat, Fang Chen, Bogdan Gabrys:
An improved online learning algorithm for general fuzzy min-max neural network. CoRR abs/2001.02391 (2020) - [i18]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) - [i16]Thanh Tung Khuat, Bogdan Gabrys:
Random Hyperboxes. CoRR abs/2006.00695 (2020) - [i11]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) - [i9]Thanh Tung Khuat, Bogdan Gabrys:
An Online Learning Algorithm for a Neuro-Fuzzy Classifier with Mixed-Attribute Data. CoRR abs/2009.14670 (2020) - 2019
- [c64]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 - [i5]Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys:
Hyperbox based machine learning algorithms: A comprehensive survey. CoRR abs/1901.11303 (2019) - [i4]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) - [i3]Thanh Tung Khuat, Bogdan Gabrys:
A comparative study of general fuzzy min-max neural networks for pattern classification problems. CoRR abs/1907.13308 (2019)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-23 19:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
