Maciej Huk

According to our database, Maciej Huk authored at least 18 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

An Attendance Checking System on Mobile Devices Using Transfer Learning.

Huynh Thanh-Du, Maciej Huk, Nguyen Hung Dung, Nguyen Thai-Nghe

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

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

Maciej Huk

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021

Random Number Generators in Training of Contextual Neural Networks.

Maciej Huk, Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto

Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020

Stochastic Optimization of Contextual Neural Networks with RMSprop.

Maciej Huk

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

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

Maciej Huk

J. Intell. Fuzzy Syst., 2019

Non-uniform Initialization of Inputs Groupings in Contextual Neural Networks.

Maciej Huk

Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018

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

Maciej Huk

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

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

Maciej Huk

Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017

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

Maciej Huk

J. Intell. Fuzzy Syst., 2017

Measuring the Effectiveness of Hidden Context Usage by Machine Learning Methods under Conditions of Increased Entropy of Noise.

Maciej Huk

Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

Context Injection as a Tool for Measuring Context Usage in Machine Learning.

Maciej Huk

Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016

Measuring computational awareness in contextual neural networks.

Maciej Huk

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Using Context-Aware Environment for Elderly Abuse Prevention.

Maciej Huk

Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015

Application of Genetic Algorithms to Context-Sensitive Text Mining.

Maciej Huk, Jolanta Mizera-Pietraszko

Proceedings of the Artificial Intelligence Research and Development, 2015

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

Maciej Huk, Jolanta Mizera-Pietraszko

Proceedings of the 17th International Conference on E-health Networking, 2015

Context-sensitive text mining with fitness leveling Genetic Algorithm.

Maciej Huk, Jan Kwiatkowski, Dariusz Konieczny, Michal Kedziora, Jolanta Mizera-Pietraszko

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2012

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

Maciej Huk

Int. J. Appl. Math. Comput. Sci., 2012

2006

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

Maciej Huk

Ann. UMCS Informatica, 2006