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Richard Cimler

University of Hradec Králové

Czech Republic

  • University of Hradec Králové

SCHOLARLY PAPERS

3

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257

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Distance-Based One-Class Time-Series Classification Approach Using Local Cluster Balance

Number of pages: 36 Posted: 29 Nov 2022
Toshitaka Hayashi, Dalibor Cimr, Filip Studnička, Hamido Fujita, Damián Bušovský, Richard Cimler and Ali Selamat
University of Hradec Králové, University of Hradec Králové, University of Hradec Králové, affiliation not provided to SSRN, University of Hradec Králové, University of Hradec Králové and University of Technology Malaysia
Downloads 146 (511,933)

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One-class Classification, Timeseries classification, Clustering, Cluster Balance, Anomaly Detection

2.

Investigation of Model Complexity Reduction by Global Explainability Methods on Time-Series Data

Number of pages: 28 Posted: 26 May 2025
Dalibor Cimr and Richard Cimler
University of Hradec Králové and University of Hradec Králové
Downloads 90 (759,537)

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explainability, Feature selection, Shapley Additive Explanations, Ballistocardiography, Electroencephalography

3.

K-ensembles: Combining K-means and ensemble learning for clustering machine learning models

Number of pages: 25 Posted: 20 Apr 2026
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita and Richard Cimler
University of Hradec Králové, University of Hradec Králové, Iwate Prefectural University and University of Hradec Králové
Downloads 21 (1,459,862)

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clustering, ensemble learning, Feature extraction, One-class classification