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Poland

Activities

Employment (1)

Wroclaw University of Science and Technology: Wroclaw, PL

2007-01-14 to present
Employment
Source: Self-asserted source
Maciej Huk

Professional activities (10)

Springer Nature (Switzerland): Zug, CH

2025-01-20 to present | Area Editor (Editorial Board of Evolving Systems Journal)
Invited position
Source: Self-asserted source
Maciej Huk

IEEE Technical Committee on Hyper-Intelligence: Tokyo, JP

2021-02-28 to present | Technical Board member
Membership
Source: Self-asserted source
Maciej Huk

IEEE Systems, Man, and Cybernetics Siciety: Gdańsk, PL

2019-12-10 to present
Membership
Source: Self-asserted source
Maciej Huk

IEEE Computer Society: Washington, DC, US

2019-12-10 to present
Membership
Source: Self-asserted source
Maciej Huk

PLOS One: Cambridge, GB

2018-05-01 to present | Academic Editor (PLOS One Editorial Board)
Service
Source: Self-asserted source
Maciej Huk

IEEE Internet of Things Community: Washington, DC, US

2015-06-25 to present
Membership
Source: Self-asserted source
Maciej Huk

British Computer Society Information Retrieval Specialist Group: Glasgow, GB

2015-06-25 to present
Membership
Source: Self-asserted source
Maciej Huk

Springer Nature (Switzerland): Zug, CH

2021-12-04 to 2025-01-20 | Associate Editor (Editorial Board of Evolving Systems Journal)
Service
Source: Self-asserted source
Maciej Huk

12th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2020): Phuket, TH

2020-03-26 | Best Special Session Award
Distinction
Source: Self-asserted source
Maciej Huk

Polish Lower Silesia Knowledge and Innovation Cluster: Wroclaw, Lower Silesia, PL

2010-04-22 to 2018-04-11 | Leader ("Selective attention systems in data analysis" group)
Service
Source: Self-asserted source
Maciej Huk

Works (27)

Efficacy of oral amantadine among patients hospitalised with COVID-19: A randomised, double-blind, placebo-controlled, multicentre study

Respiratory Medicine
2023-06 | Journal article
Contributors: Adam Barczyk; Małgorzata Czajkowska-Malinowska; Małgorzata Farnik; Marek Barczyk; Łukasz Boda; Szczepan Cofta; Jan Duława; Maciej Dyrbuś; Rafał Harat; Maciej Huk et al.
Source: check_circle
Crossref

Avoiding Time Series Prediction Disbelief with Ensemble Classifiers in Multi-class Problem Spaces

2022 | Book chapter
Contributors: Maciej Huk
Source: check_circle
Crossref

Random Number Generators in Training of Contextual Neural Networks

2021 | Book chapter
Contributors: Maciej Huk; Kilho Shin; Tetsuji Kuboyama; Takako Hashimoto
Source: check_circle
Crossref

Preface

Studies in Computational Intelligence
2020 | Book
EID:

2-s2.0-85063260042

Contributors: Huk, M.; Maleszka, M.; Szczerbicki, E.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Stochastic Optimization of Contextual Neural Networks with RMSprop

2020 | Book chapter
Contributors: Maciej Huk
Source: check_circle
Crossref

Non-uniform Initialization of Inputs Groupings in Contextual Neural Networks

2019 | Book chapter
Contributors: Maciej Huk
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Training contextual neural networks with rectifier activation functions: Role and adoption of sorting methods

Journal of Intelligent and Fuzzy Systems
2019 | Journal article
EID:

2-s2.0-85077440894

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Variable Entropy of Noise in Evaluation of Effectiveness of Context Usage by Machine Learning Methods

Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
2019 | Conference paper
EID:

2-s2.0-85062215503

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Weights Ordering During Training of Contextual Neural Networks with Generalized Error Backpropagation: Importance and Selection of Sorting Algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85043598038

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Context injection as a tool for measuring context usage in machine learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85018536915

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Measuring computational awareness in contextual neural networks

2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings
2017 | Conference paper
EID:

2-s2.0-85015729250

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Measuring the effectiveness of hidden context usage by machine learning methods under conditions of increased entropy of noise

2017 3rd IEEE International Conference on Cybernetics, CYBCONF 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027856808

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Message from the CYBCONF-2017 Workshops and Special Sessions Chairs

2017 3rd IEEE International Conference on Cybernetics, CYBCONF 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027883153

Contributors: Zhao, Q.; Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Notes on the generalized backpropagation algorithm for contextual neural networks with conditional aggregation functions

Journal of Intelligent and Fuzzy Systems
2017 | Journal article
EID:

2-s2.0-85011423385

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Using context-aware environment for elderly abuse prevention

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84961159495

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Application of genetic algorithms to context-sensitive text mining

Frontiers in Artificial Intelligence and Applications
2015 | Book
EID:

2-s2.0-84928794727

Contributors: Huk, M.; Mizera-Pietraszko, J.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Computer networks stability independence of the queuing delays

5th International Conference on Innovative Computing Technology, INTECH 2015
2015 | Conference paper
EID:

2-s2.0-84946592872

Contributors: Mizera-Pietraszko, J.; Tancula, J.; Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Context-related data processing in artificial neural networks for higher reliability of telerehabilitation systems

2015 17th International Conference on E-Health Networking, Application and Services, HealthCom 2015
2015 | Conference paper
EID:

2-s2.0-84966600199

Contributors: Huk, M.; Mizera-Pietraszko, J.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Context-sensitive text mining with fitness leveling Genetic Algorithm

Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015
2015 | Conference paper
EID:

2-s2.0-84947982625

Contributors: Huk, M.; Kwiatkowski, J.; Konieczny, D.; Kedziora, M.; Mizera-Pietraszko, J.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Contextual neural-network based spectrum prediction for cognitive radio

2015 4th International Conference on Future Generation Communication Technology, FGCT 2015
2015 | Conference paper
EID:

2-s2.0-84963568652

Contributors: Huk, M.; Mizera-Pietraszko, J.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Backpropagation generalized delta rule for the selective attention Sigma-if artificial neural network

International Journal of Applied Mathematics and Computer Science
2012 | Journal article
EID:

2-s2.0-84863319088

Contributors: Huk, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Multiple classifier error probability for multi-class problems,prawdopodobieństwo błędu klasyfikatorów złożonych dla problemów wieloklasowych

Eksploatacja i Niezawodnosc
2011 | Journal article
EID:

2-s2.0-79959584103

Contributors: Huk, M.; Szczepanik, M.
Source: Self-asserted source
Maciej Huk via Scopus - Elsevier

Learning distributed selective attention strategies with the Sigma-if neural network

Advances in Computer Science and IT
2009-12-01 | Book chapter
Part of ISBN: 978-953-7619-51-0
Source: Self-asserted source
Maciej Huk

Manifestation of selective attention in Sigma-if neural network

International Multiconference on Computer Science and Information Technology, 2nd International Symposium "Advances in Artificial Intelligence and Applications"
2007-10-15 | Conference paper
Part of ISSN: 1896-7094
Source: Self-asserted source
Maciej Huk

Sigma-if neural network as the use of selective attention technique in classification and knowledge discovery problems solving

Annales Universitatis Mariae Curie-Skłodowska. Informatica. Sectio AI
2006-01-01 | Book chapter
Part of ISSN: 2083-3628
Source: Self-asserted source
Maciej Huk

The Concept and Properties of Sigma-if Neural Network

International Conference on Adaptive and Natural Computing Algorithms (ICANNGA 2005)
2005-03-21 | Conference paper
Part of ISBN: 978-3-211-24934-5
Source: Self-asserted source
Maciej Huk

The Sigma-if neural network as a method of dynamic selection of decision subspaces for medical reasoning systems

Journal of Medical Informatics & Technologies
2004-10 | Journal article
Part of ISSN: 1642-6037
Source: Self-asserted source
Maciej Huk

Peer review (297 reviews for 21 publications/grants)

Review activity for ... International Conference on System Theory, Control and Computing. (5)
Review activity for Applied sciences. (1)
Review activity for Circuits, systems, and signal processing (3)
Review activity for Circuits, systems, and signal processing. (6)
Review activity for Computer methods in applied mechanics and engineering. (4)
Review activity for Conference proceedings. (4)
Review activity for E-Informatica. (3)
Review activity for Engineering with computers. (1)
Review activity for Evolving systems. (14)
Review activity for Evolving systems. (10)
Review activity for Frontiers in artificial intelligence. (1)
Review activity for IEEE access : (57)
Review activity for IEEE transactions on neural networks and learning systems. (5)
Review activity for International journal for numerical methods in biomedical engineering. (2)
Review activity for International Journal of Applied Mathematics and Computer Science. (2)
Review activity for International journal of intelligent information and database systems. (1)
Review activity for Inverse problems in science and engineering. (3)
Review activity for Journal of information and telecommunication. (14)
Review activity for Neural networks. (8)
Review activity for PloS one. (141)
Review activity for Vietnam journal of computer science. (12)