Dalibor Cimr

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Computer Aided Detection

Automatic Detection

Convolutional Neural Networks

Top Venues

Comput. Methods Programs Biomed.

Publications

Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler
Patient deterioration detection using one-class classification via cluster period estimation subtask. Inf. Sci. 657 (2024)
Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler, Ali Selamat
Distance-based one-class time-series classification approach using local cluster balance. Expert Syst. Appl. 235 (2024)
Dalibor Cimr, Hamido Fujita, Damián Busovský, Richard Cimler
Enhancing EEG signal analysis with geometry invariants for multichannel fusion. Inf. Fusion 102 (2024)
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
Critical Review for One-class Classification: recent advances and the reality behind them. CoRR (2024)
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
Interpretable synthetic signals for explainable one-class time-series classification. Eng. Appl. Artif. Intell. 131 (2024)
Toshitaka Hayashi, Dalibor Cimr, Richard Cimler
Machine Learning Could be Easier if All Data Were MNIST. SoMeT (2023)
Dalibor Cimr, Damián Busovský, Hamido Fujita, Filip Studnicka, Richard Cimler, Toshitaka Hayashi
Classification of health deterioration by geometric invariants. Comput. Methods Programs Biomed. 239 (2023)
Dalibor Cimr, Hamido Fujita, Hana Tomásková, Richard Cimler, Ali Selamat
Automatic seizure detection by convolutional neural networks with computational complexity analysis. Comput. Methods Programs Biomed. 229 (2023)
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
Image entropy equalization: A novel preprocessing technique for image recognition tasks. Inf. Sci. 647 (2023)
Toshitaka Hayashi, Dalibor Cimr, Richard Cimler
Image Entropy Equalization for Autoencoder-Based One-Class Classification. SoMeT (2022)
Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler
OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal. Inf. Sci. 614 (2022)
Dalibor Cimr, Filip Studnicka, Hamido Fujita, Richard Cimler, Jan Slégr
Application of mechanical trigger for unobtrusive detection of respiratory disorders from body recoil micro-movements. Comput. Methods Programs Biomed. 207 (2021)
Dalibor Cimr, Filip Studnicka, Hamido Fujita, Hana Tomásková, Richard Cimler, Jitka Kühnová, Jan Slégr
Computer aided detection of breathing disorder from ballistocardiography signal using convolutional neural network. Inf. Sci. 541 (2020)
Dalibor Cimr, Filip Studnicka
Automatic detection of breathing disorder from ballistocardiography signals. Knowl. Based Syst. 188 (2020)
Hamido Fujita, Dalibor Cimr
Decision support system for arrhythmia prediction using convolutional neural network structure without preprocessing. Appl. Intell. 49 (9) (2019)
Hamido Fujita, Dalibor Cimr
Computer Aided detection for fibrillations and flutters using deep convolutional neural network. Inf. Sci. 486 (2019)
David Sec, Dalibor Cimr, Jan Stepan, Richard Cimler, Jitka Kühnová
Automatic address assigning problem in smart homes. FUZZ-IEEE (2018)
David Sec, Dalibor Cimr, Jan Stepan, Richard Cimler, Jitka Kühnová
Optimized Algorithm for Node Address Assigning in a Large-Scale Smart Automation Environment. ICCCI (2) (2018)
Dalibor Cimr, Josef Hynek
Heuristic Algorithm for a Personalised Student Timetable. ICCCI (2) (2018)
Dalibor Cimr, Hana Tomásková, Richard Cimler, Jitka Kühnová, Vlastimil Slouf
A System to Evaluate an Air-Strike Threat Level Using Fuzzy Methods. ICCCI (2) (2018)
Dalibor Cimr, Richard Cimler, Hana Tomásková
Combination of Collision Detection and Visibility Algorithms in Simulation of the Effective Placement of Anti-air Elements. ACIIDS (Extended Posters) (2017)
Richard Cimler, Dalibor Cimr, Jitka Kühnová, Hana Tomásková
Novel Effective Algorithm for Synchronization Problem in Directed Graph. ICCCI (1) (2017)