Maciej Huk

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 13

Top Topics

Activation Function

Backpropagation Algorithm

Top Venues

J. Intell. Fuzzy Syst.

Publications

Maciej Huk
Avoiding Time Series Prediction Disbelief with Ensemble Classifiers in Multi-class Problem Spaces. ACIIDS (2) (2022)
Huynh Thanh-Du, Maciej Huk, Nguyen Hung Dung, Nguyen Thai-Nghe
An Attendance Checking System on Mobile Devices Using Transfer Learning. SoMeT (2022)
Maciej Huk, Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto
Random Number Generators in Training of Contextual Neural Networks. ACIIDS (2021)
Maciej Huk
Stochastic Optimization of Contextual Neural Networks with RMSprop. ACIIDS (2) (2020)
Maciej Huk
Non-uniform Initialization of Inputs Groupings in Contextual Neural Networks. ACIIDS (2) (2019)
Maciej Huk
Training contextual neural networks with rectifier activation functions: Role and adoption of sorting methods. J. Intell. Fuzzy Syst. 37 (6) (2019)
Maciej Huk
Weights Ordering During Training of Contextual Neural Networks with Generalized Error Backpropagation: Importance and Selection of Sorting Algorithms. ACIIDS (2) (2018)
Maciej Huk
Variable Entropy of Noise in Evaluation of Effectiveness of Context Usage by Machine Learning Methods. SMC (2018)
Maciej Huk
Context Injection as a Tool for Measuring Context Usage in Machine Learning. ACIIDS (1) (2017)
Maciej Huk
Measuring the Effectiveness of Hidden Context Usage by Machine Learning Methods under Conditions of Increased Entropy of Noise. CYBCONF (2017)
Maciej Huk
Notes on the generalized backpropagation algorithm for contextual neural networks with conditional aggregation functions. J. Intell. Fuzzy Syst. 32 (2) (2017)
Maciej Huk
Measuring computational awareness in contextual neural networks. SMC (2016)
Maciej Huk
Using Context-Aware Environment for Elderly Abuse Prevention. ACIIDS (2) (2016)
Maciej Huk, Jolanta Mizera-Pietraszko
Context-related data processing in artificial neural networks for higher reliability of telerehabilitation systems. HealthCom (2015)
Maciej Huk, Jan Kwiatkowski, Dariusz Konieczny, Michal Kedziora, Jolanta Mizera-Pietraszko
Context-sensitive text mining with fitness leveling Genetic Algorithm. CYBCONF (2015)
Maciej Huk, Jolanta Mizera-Pietraszko
Application of Genetic Algorithms to Context-Sensitive Text Mining. ICADIWT (2015)
Maciej Huk
Backpropagation generalized delta rule for the selective attention Sigma-if artificial neural network. Int. J. Appl. Math. Comput. Sci. 22 (2) (2012)
Maciej Huk
Sigma-if neural network as the use of selective attention technique in classification and knowledge discovery problems solving. Ann. UMCS Informatica 5 (1) (2006)