Computer aided detection for fibrillations and flutters using deep convolutional neural network H Fujita, D Cimr Information Sciences 486, 231-239, 2019 | 141 | 2019 |
Decision support system for arrhythmia prediction using convolutional neural network structure without preprocessing H Fujita, D Cimr Applied Intelligence 49, 3383-3391, 2019 | 56 | 2019 |
Computer aided detection of breathing disorder from ballistocardiography signal using convolutional neural network D Cimr, F Studnicka, H Fujita, H Tomaskova, R Cimler, J Kuhnova, J Slegr Information Sciences 541, 207-217, 2020 | 24 | 2020 |
Automatic seizure detection by convolutional neural networks with computational complexity analysis D Cimr, H Fujita, H Tomaskova, R Cimler, A Selamat Computer Methods and Programs in Biomedicine 229, 107277, 2023 | 22 | 2023 |
Automatic detection of breathing disorder from ballistocardiography signals D Cimr, F Studnička Knowledge-Based Systems 188, 104973, 2020 | 18 | 2020 |
Application of mechanical trigger for unobtrusive detection of respiratory disorders from body recoil micro-movements D Cimr, F Studnicka, H Fujita, R Cimler, J Slegr Computer Methods and Programs in Biomedicine 207, 106149, 2021 | 15 | 2021 |
OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal T Hayashi, D Cimr, F Studnička, H Fujita, D Bušovský, R Cimler Information Sciences 614, 71-86, 2022 | 10 | 2022 |
Distance-based one-class time-series classification approach using local cluster balance T Hayashi, D Cimr, F Studnička, H Fujita, D Bušovský, R Cimler, ... Expert Systems with Applications 235, 121201, 2024 | 6 | 2024 |
Image entropy equalization: A novel preprocessing technique for image recognition tasks T Hayashi, D Cimr, H Fujita, R Cimler Information Sciences 647, 119539, 2023 | 4 | 2023 |
Classification of health deterioration by geometric invariants D Cimr, D Busovsky, H Fujita, F Studnicka, R Cimler, T Hayashi Computer methods and programs in biomedicine 239, 107623, 2023 | 4 | 2023 |
Patient deterioration detection using one-class classification via cluster period estimation subtask T Hayashi, D Cimr, F Studnička, H Fujita, D Bušovský, R Cimler Information Sciences 657, 119975, 2024 | 2 | 2024 |
Novel effective algorithm for synchronization problem in directed graph R Cimler, D Cimr, J Kuhnova, H Tomaskova Computational Collective Intelligence: 9th International Conference, ICCCI …, 2017 | 2 | 2017 |
Interpretable synthetic signals for explainable one-class time-series classification T Hayashi, D Cimr, H Fujita, R Cimler Engineering Applications of Artificial Intelligence 131, 107716, 2024 | 1 | 2024 |
Enhancing EEG signal analysis with geometry invariants for multichannel fusion D Cimr, H Fujita, D Busovsky, R Cimler Information Fusion 102, 102023, 2024 | 1 | 2024 |
Image Entropy Equalization for Autoencoder-Based One-Class Classification. T Hayashi, D Cimr, R Cimler SoMeT, 310-321, 2022 | 1 | 2022 |
Automatic address assigning problem in smart homes D Sec, D Cimr, J Stepan, R Cimler, J Kuhnova 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2018 | 1 | 2018 |
Combination of collision detection and visibility algorithms in simulation of the effective placement of anti-air elements D Cimr, R Cimler, H Tomášková Advanced Topics in Intelligent Information and Database Systems 9, 213-221, 2017 | 1 | 2017 |
Critical Review for One-class Classification: recent advances and the reality behind them T Hayashi, D Cimr, H Fujita, R Cimler arXiv preprint arXiv:2404.17931, 2024 | | 2024 |
Machine Learning Could be Easier if All Data Were MNIST H Fujita, G Guizzi New Trends in Intelligent Software Methodologies, Tools and Techniques …, 2023 | | 2023 |
Optimized Algorithm for Node Address Assigning in a Large-Scale Smart Automation Environment D Sec, D Cimr, J Stepan, R Cimler, J Kuhnova Computational Collective Intelligence: 10th International Conference, ICCCI …, 2018 | | 2018 |