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检索条件"机构=Department of Computer Graphics. Vision and Digital Systems"
61 条 记 录,以下是1-10 订阅
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Research on the behaviour of Bluetooth Low Energy protocol in the heart rate monitoring application  27
Research on the behaviour of Bluetooth Low Energy protocol i...
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27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems, KES 2023
作者: Balas, Zuzanna Tokarz, Krzysztof Zielinski, Bartlomiej Guzniczak, Tomasz Department of Graphics Computer Vision and Digital Systems Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Gliwice Poland
In the paper, the authors check the behaviour of Bluetooth Low Energy protocol in a popular smart wristband and a microcontroller in the heart rate monitoring application. The measurements were collected using a devel... 详细信息
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Domain-specific data characteristics: A study on meaning of stylometric sub-concepts and in-class imbalance  28th
Domain-specific data characteristics: A study on meaning of ...
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28th International Conference on Knowledge Based and Intelligent information and Engineering systems, KES 2024
作者: Stanczyk, Urszula Department of Computer Graphics Vision and Digital Systems Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Akademicka 2A Gliwice44-100 Poland
In the context of data imbalance probably the most investigated problem is imbalance of classes, as learning from the data with this characteristic makes detection of existing patterns for all classes more difficult. ... 详细信息
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Observations of data characteristics and irregularities through domain-oriented transformations of attributes  28th
Observations of data characteristics and irregularities thro...
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28th International Conference on Knowledge Based and Intelligent information and Engineering systems, KES 2024
作者: Stanczyk, Urszula Baron, Grzegorz Department of Computer Graphics Vision and Digital Systems Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Akademicka 2A Gliwice44-100 Poland
The paper presents research dedicated to observations of relations between attribute properties and discretisation. In the investigations described, the gradually increasing sets of features were discretised by select... 详细信息
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SLAM Methods for Augmented Reality systems for Flight Simulators  23rd
SLAM Methods for Augmented Reality Systems for Flight Simu...
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23rd International Conference on Computational Science, ICCS 2023
作者: Nwobodo, Onyeka J. Wereszczyński, Kamil Cyran, Krzysztof Department of Computer Graphics Vision and Digital Systems Silesian University of Technology Akademicka 2A Gliwice44-100 Poland
In this paper, we present the review and practical evaluation of the flight simulators of Simultaneous Localization and Mapping methods. We present a review of recent research and development in the SLAM application i... 详细信息
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A review on tracking head movement in augmented reality systems  27
A review on tracking head movement in augmented reality syst...
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27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems, KES 2023
作者: Nwobodo, Onyeka J. Wereszczynski, Kamil Cyran, Krzysztof Department of Computer Graphics Vision and Digital Systems Silesian University of Technology Akademicka 2A Gliwice44-100 Poland
This paper reviews the recent development of augmented reality (AR) head-tracking techniques. AR is an emerging technology that provides users with digital augmentation layered on the real-life environment. AR systems... 详细信息
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DNN-based Skeleton Independent Motion Retargeting  27
DNN-based Skeleton Independent Motion Retargeting
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27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems, KES 2023
作者: Akber, Syed Muhammad Abrar Kazmi, Sadia Nishat Szczesna, Agnieszka Department of Computer Graphics Vision and Digital Systems Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Gliwice44-100 Poland
In the modern digital world, the use of animated applications has increased significantly and such applications have quietly become an integral part of life. Capturing human motions is a fundamental aspect of these ap... 详细信息
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Should supervised discretisation always be trusted unreservedly? On combining characteristics of supervised and unsupervised discretisation algorithms in two-step processing  27
Should supervised discretisation always be trusted unreserve...
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27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems, KES 2023
作者: Stanczyk, Urszula Baron, Grzegorz Department of Graphics Computer Vision and Digital Systems Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Akademicka 2A Gliwice44-100 Poland
The paper presents a description of the research methodology dedicated to a two-step discretisation process applied to the input numeric data, with combining the characteristics of selected supervised and unsupervised... 详细信息
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How transformations of representation for input data can affect the properties of induced decision reducts and rules  27
How transformations of representation for input data can aff...
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27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems, KES 2023
作者: Stanczyk, Urszula Department of Graphics Computer Vision and Digital Systems Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Akademicka 2A Gliwice44-100 Poland
Decision reducts and rules belong to forms used for the representation of knowledge learnt from input data while using a rough set approach in the exploration stage. As with any patterns that capture properties of dat... 详细信息
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Optimizing Artificial Neural Networks Trough Weight Adjustments  28th
Optimizing Artificial Neural Networks Trough Weight Adjustme...
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28th International Conference on Knowledge Based and Intelligent information and Engineering systems, KES 2024
作者: Akber, Syed Muhammad Abrar Szczesna, Agnieszka Kazmi, Sadia Nishat Department of Computer Graphics Vision and Digital Systems Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Gliwice44-100 Poland Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Gliwice44-100 Poland
Longer training times pose a significant challenge in artificial neural networks (ANNs) as it may leads to increasing the computational costs and decreasing the effectiveness of the model. Therefore, it is imperative ... 详细信息
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Weighting Attributes Based on the Greedy Algorithm Properties  28th
Weighting Attributes Based on the Greedy Algorithm Propertie...
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28th International Conference on Knowledge Based and Intelligent information and Engineering systems, KES 2024
作者: Zielosko, Beata Stanczyk, Urszula Jablonski, Kamil University of Silesia in Katowice Institute of Computer Science Bedzinska 39 Sosnowiec41-200 Poland Department of Computer Graphics Vision and Digital Systems Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Akademicka 2A Gliwice44-100 Poland
Estimation of importance for considered features is an important issue for any knowledge exploration process and it can be executed by a variety of approaches. In the research reported in this study, the primary aim w... 详细信息
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