Get started
Author

Matouš Cejnek

Observed names: Cejnek, Matous, Cejnek, Matouš, Matous Cejnek, Matous, Daniel
ORCID: 0000-0001-9130-7988
Observed ORCID: 0000-0001-9130-7988
OpenAlex ID: A5080610399
Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG
2021 · Matous Cejnek, Oldrich Vysata, et al. · Medical & Biological Engineering & Computing · 69
PDF
Concept drift robust adaptive novelty detection for data streams
2018 · Matous Cejnek, Ivo Bukovsky · Neurocomputing · 33
A Fast Neural Network Approach to Predict Lung Tumor Motion during Respiration for Radiation Therapy Applications
2015 · Ivo Bukovsky, Noriyasu Homma, et al. · BioMed Research International · 31
PDF
A Machine Learning Approach for Gearbox System Fault Diagnosis
2021 · Jan Vrba, Matous Cejnek, et al. · Entropy · 28
PDF
Learning entropy for novelty detection a cognitive approach for adaptive filters
2014 · Ivo Bukovsky, Cyril Oswald, et al. · Sensor Signal Processing for Defence (SSPD) · 19
Adaptive classification of EEG for dementia diagnosis
2015 · Matous Cejnek, Ivo Bukovsky, et al. · International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) · 10
Study of Learning Entropy for onset detection of epileptic seizures in EEG time series
2016 · Ivo Bukovsky, Matous Cejnek, et al. · International Joint Conference on Neural Networks (IJCNN) · 9
Padasip: An open-source Python toolbox for adaptive filtering
2022 · Matous Cejnek, Jan Vrba · Journal of Computational Science · 6
Using NLP to analyze requirements for Agriculture 4.0 applications
2022 · Jakub Jura, Pavel Trnka, et al. · International Carpathian Control Conference · 6
Neural Network Approach to Railway Stand Lateral SKEW Control
2014 · Peter Mark Benes, Matous Cejnek, et al. · 6
PDF
Another Adaptive Approach to Novelty Detection in Time Series
2014 · Matous Cejnek, Peter Mark Benes, et al. · 6
PDF
Fault Diagnosis in Manufacturing Systems Using Machine Vision
2021 · Jakub Jura, Jiri Kubica, et al. · International Conference on Process Control · 5
Machine vision object measurement in difficult industry environment
2019 · Matous Cejnek, Cyril Oswald · World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4) · 5
Study of Learning Entropy for Novelty Detection in lung tumor motion prediction for target tracking radiation therapy
2014 · Ivo Bukovsky, Noriyasu Homma, et al. · International Joint Conference on Neural Networks (IJCNN) · 5
Novelty Detection in System Monitoring and Control with HONU
2016 · Cyril Oswald, Matous Cejnek, et al. · Advances in computational intelligence and robotics book series · 4
Adaptive polynomial filters with individual learning rates for computationally efficient lung tumor motion prediction
2015 · Matous Cejnek, Ivo Bukovsky, et al. · International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) · 4
Enhancing digital twin performance through optimizing graph reduction of finite element models
2025 · Marek Ciklamini, Matous Cejnek · Scientific Reports · 3
PDF
Engineering Psychology as a Humanities for Engineers
2021 · Jakub Jura, Matous Cejnek, et al. · International Conference on Process Control · 3
Online centered NLMS algorithm for concept drift compensation
2021 · Matous Cejnek, Jan Vrba · Neural Network World · 3
dataset.zip
2017 · Matouš Cejnek · Figshare · 3
Online data centering modifications for adaptive filtering with NLMS algorithm
2016 · Matous Cejnek, Ivo Bukovsky · International Joint Conference on Neural Networks (IJCNN) · 3
Reinforcement learning inclusion to alter design sequence of finite element modeling
2024 · Marek Ciklamini, Matous Cejnek · Multiscale and Multidisciplinary Modeling Experiments and Design · 2
Influence of type and level of noise on the performance of an adaptive novelty detector
2017 · Matous Cejnek, Ivo Bukovsky · IEEE International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC) · 2
Comparative Analysis of YOLO-based Models for Vocal Cord Segmentation in Laryngoscopic Images
2024 · Jakub Steinbach, Jan Vrba, et al. · Procedia Computer Science · 1
The MH Classification of Residual Shunt After Patent Foramen Ovale Closure: Imaging and Procedural Atlas (18 figures, 29 videos)
2026 · Gajdusek, Libor, Hudec, Miroslav, et al. · Zenodo (CERN European Organization for Nuclear Research)
Works count: 44
Citation count: 266
H-index: 7
I10-index: 6
Year
Topic
Type