Bogdan Gabrys

Cited by

	All	Since 2018
Citations	8728	4382
h-index	38	25
i10-index	105	66

940

470

235

705

200220032004200520062007200820092010201120122013201420152016201720182019202020212022202360 55 86 82 113 157 133 237 259 288 371 404 442 482 466 576 596 635 899 922 921 406

Public access

View all

12 articles

1 article

available

not available

Based on funding mandates

Co-authors

Katarzyna MusialProfessor in Network Science, University of Technology Sydney, AustraliaVerified email at uts.edu.au
Marcin BudkaData Scientist, Bournemouth UniversityVerified email at bournemouth.ac.uk
Christiane LemkeeBay Classifieds GermanyVerified email at unister-gmbh.de
Andrzej BargielaProfessor of Computer Science and CEO InfoHub LtdVerified email at nottingham.ac.uk
Khuat Thanh TungData Science Institute - University of Technology SydneyVerified email at uts.edu.au
Indrė ŽliobaitėUniversity of HelsinkiVerified email at helsinki.fi
Manuel Martín SalvadorAI Engineer, Blink TechnologiesVerified email at blinkeye.ai
Damien FaySr. Principal, Infor IDEASVerified email at infor.com
Rashid BakirovBournemouth UniversityVerified email at bournemouth.ac.uk
Xuanyi DongGoogle BrainVerified email at google.com
Di JinTianjin University, ProfessorVerified email at tju.edu.cn
Athanasios TsakonasUniversity of the AegeanVerified email at stt.aegean.gr
Neil VaughanUniversity of ExeterVerified email at exeter.ac.uk
Mai LeData Scientist, BT OpenreachVerified email at openreach.co.uk
Robert HowlettKES International & Bournemouth UniversityVerified email at kesinternational.org
Ratko GrbićFaculty of Electrical Engineering, University of OsijekVerified email at etfos.hr
Mohamed Medhat GaberProfessor in Data Analytics, Birmingham City University, and Galala UniversityVerified email at bcu.ac.uk
David Jacob KedzioraVerified email at uts.edu.au
Dongxiao HeTianjin University, Associate Professor of Computer ScienceVerified email at tju.edu.cn
Hongmei HeProfessor in Future Robotics, Engineering and Transport System at the University of SalfordVerified email at salford.ac.uk

Bogdan Gabrys

Prof. of Data Science, University of Technology Sydney

Verified email at uts.edu.au - Homepage

Computational Intelligence Data Science Complex Adaptive Systems Machine Learning Predictive Analytics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Data-driven soft sensors in the process industry P Kadlec, B Gabrys, S Strandt Computers & chemical engineering 33 (4), 795-814, 2009	1715	2009
Classifier selection for majority voting D Ruta, B Gabrys Information fusion 6 (1), 63-81, 2005	698	2005
Review of adaptation mechanisms for data-driven soft sensors P Kadlec, R Grbić, B Gabrys Computers & chemical engineering 35 (1), 1-24, 2011	522	2011
An overview of classifier fusion methods D Ruta, B Gabrys Computing and Information systems 7 (1), 1-10, 2000	509	2000
General fuzzy min-max neural network for clustering and classification B Gabrys, A Bargiela IEEE transactions on neural networks 11 (3), 769-783, 2000	494	2000
Metalearning: a survey of trends and technologies C Lemke, M Budka, B Gabrys Artificial intelligence review 44, 117-130, 2015	425	2015
Meta-learning for time series forecasting and forecast combination C Lemke, B Gabrys Neurocomputing 73 (10-12), 2006-2016, 2010	268	2010
Local learning‐based adaptive soft sensor for catalyst activation prediction P Kadlec, B Gabrys AIChE Journal 57 (5), 1288-1301, 2011	173	2011
The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence H He, C Maple, T Watson, A Tiwari, J Mehnen, Y Jin, B Gabrys 2016 IEEE congress on evolutionary computation (CEC), 1015-1021, 2016	172	2016
Foundations and modeling of dynamic networks using dynamic graph neural networks: A survey J Skarding, B Gabrys, K Musial IEEE Access 9, 79143-79168, 2021	150	2021
Genetic algorithms in classifier fusion B Gabrys, D Ruta Applied soft computing 6 (4), 337-347, 2006	139	2006
An overview of self-adaptive technologies within virtual reality training N Vaughan, B Gabrys, VN Dubey Computer Science Review 22, 65-87, 2016	135	2016
Nats-bench: Benchmarking nas algorithms for architecture topology and size X Dong, L Liu, K Musial, B Gabrys IEEE transactions on pattern analysis and machine intelligence 44 (7), 3634-3646, 2021	112	2021
A theoretical analysis of the limits of majority voting errors for multiple classifier systems D Ruta, B Gabrys Pattern Analysis and Applications 5, 333-350, 2002	104	2002
Analysis of the correlation between majority voting error and the diversity measures in multiple classifier systems D Ruta, B Gabrys ICSC-NAISO Academic Press, 2001	104	2001
Next challenges for adaptive learning systems I Zliobaite, A Bifet, M Gaber, B Gabrys, J Gama, L Minku, K Musial ACM SIGKDD Explorations Newsletter 14 (1), 48-55, 2012	100	2012
Multi-level graph convolutional networks for cross-platform anchor link prediction H Chen, H Yin, X Sun, T Chen, B Gabrys, K Musial Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020	89	2020
Neuro-fuzzy approach to processing inputs with missing values in pattern recognition problems B Gabrys International Journal of Approximate Reasoning 30 (3), 149-179, 2002	89	2002
Combining labelled and unlabelled data in the design of pattern classification systems B Gabrys, L Petrakieva International journal of approximate reasoning 35 (3), 251-273, 2004	80	2004
Adaptive preprocessing for streaming data I Zliobaite, B Gabrys IEEE transactions on knowledge and data Engineering 26 (2), 309-321, 2012	78	2012

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors