| Title: | Explainable anomaly detection of 12-Lead ECG signals using denoising autoencoder |
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| Authors: | ID Hribar, Rok, Institut Jožef Stefan (Author)
ID Torkar, Drago, Institut Jožef Stefan (Author) |
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| Files: |  URL - Source URL, visit https://link.springer.com/book/10.1007/978-3-031-54049-3
 PDF - Presentation file, download (931,78 KB)
MD5: 0A92BED8298A08445D05B482E2417E9D
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| Language: | English |
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| Typology: | 1.16 - Independent Scientific Component Part or a Chapter in a Monograph |
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| Organization: |  IJS - Jožef Stefan Institute
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| Abstract: | The basic idea was to create a proof of concept demonstrating that the indoor navigation and localisation is possible using only passive tags. For this purpose, a smartphone navigation app was developed to be used in inner parts of the buildings and which can operate with no satellite positioning service available and no communication network present. The satellite navigation systems (GPS, GLONASS, Galileo, BeiDou, QZSS, IRNSS) inside buildings, at least on lower floors and cellars, in central parts, and away from windows, usually do not work, or their accuracy is very reduced due to a small number of visible satellites. The communication networks (WiFi, LTE, 5G…) might not be available in some circumstances such as catastrophic incidents, power reductions, or similar, which disables the localisation systems based on them. The purpose of the smartphone app was twofold. First, to develop a reliable, simple-to-use, and cheap indoor navigation system that could be used in large buildings like hospitals, shopping malls, trade centres, fairs, etc. where no other positioning service is available. Second, to develop an indoor position reporting system that can be used in accidents and mass-casualty incidents for reporting triage decisions to the server. Both functionalities are based on the QR codes [1] holding all the information needed. |
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| Keywords: | internet thinks, indoor navigation, systems, QR codes |
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| Publication status: | Published |
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| Publication version: | Version of Record |
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| Publisher: | Springer Nature |
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| Year of publishing: | 2024 |
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| Number of pages: | Str. 127-140 |
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| Source: | Švica |
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| PID: | 20.500.12556/DiRROS-19148  |
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| UDC: | 004 |
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| DOI: | 10.1007/978-3-031-54049-3 |
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| COBISS.SI-ID: | 200353795 |
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| Copyright: | © The Author(s) 2024 |
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| Note: | Nasl. z nasl. zaslona;
Opis vira z dne 2. 7. 2024;
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| Publication date in DiRROS: | 02.07.2024 |
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| Views: | 321 |
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| Downloads: | 198 |
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| Metadata: |    |
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