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Dalibor Cimr

University of Hradec Králové

Czech Republic

SCHOLARLY PAPERS

4

DOWNLOADS

329

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

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

Number of pages: 36 Posted: 29 Nov 2022
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)

Abstract:

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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.

Graph Neural Networks for Multi-Sensor BCG Analysis

Number of pages: 24 Posted: 16 Oct 2025
Dalibor Cimr
University of Hradec Králové
Downloads 72 (883,195)
Citation 1

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Ballistocardiography, Graph neural networks, Heart Rate, Systolic Blood Pressure, Diastolic Blood Pressure

4.

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

Number of pages: 25 Posted: 20 Apr 2026
University of Hradec Králové, University of Hradec Králové, Iwate Prefectural University and University of Hradec Králové
Downloads 21 (1,459,862)

Abstract:

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