Data Analysis in the Maritime Domain
The book delivers a rich set of foundations, state-of-the-art knowledge, new approaches and methods for the purpose of anomalies detection, maritime traffic analysis as well as risk and reliability assessment. It addresses relevant research problems at the intersection of maritime transport in globa...
| Autores principales: | , , , , |
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| Formato: | Libro |
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Poznań University of Economics and Business
2022
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=3414990&site=ehost-live header: @attributes: shortDbName: nlebk uiTerm: 3414990 longDbName: eBook Collection (EBSCOhost) uiTag: AN controlInfo: bkinfo: btl: Data Analysis in the Maritime Domain aug: au: Milena Stróżyna Witold Abramowicz Krzysztof Węcel Dominik Filipiak Jacek Małyszko isbn: 9788382111361 9788382111378 imageinfo: pubinfo: dt: @attributes: year: 2022 month: 01 day: 01 dtAvail: @attributes: year: 2023 month: 01 day: 19 pub: Poznań University of Economics and Business pubContract: Poznan University of Economics & Business place: Poznań price: 0.01 limitsGroup: maxCheckoutDays: 1500 pda: N printPagesOffline: 100 printPagesOnline: 100 previewPages: 10000 prePubGroup: dewey: @attributes: class: 387.5 item: 387 .5 lc: @attributes: class: HE570 item: HE 570 artinfo: ui: 3414990 1360430223 formats: fmt: @attributes: type: EB doid: NL$3414990$PDF caption: PDF download: Y tig: atl: Data Analysis in the Maritime Domain ptl: Data Analysis in the Maritime Domain aug: au: Milena Stróżyna Witold Abramowicz Krzysztof Węcel Dominik Filipiak Jacek Małyszko su: Quantitative research Shipping sug: subj: COMPUTERS / Data Science / Data Analytics BUSINESS & ECONOMICS / Industries / Transportation BUSINESS & ECONOMICS / Logistics & Supply Chain Quantitative research Shipping ab: The book delivers a rich set of foundations, state-of-the-art knowledge, new approaches and methods for the purpose of anomalies detection, maritime traffic analysis as well as risk and reliability assessment. It addresses relevant research problems at the intersection of maritime transport in global economies, reliability and risk assessment, and information systems and data processing. The book provides a theoretical overview of available maritime data sources and approaches for maritime data analysis, as well as a set of novel tools and methods for maritime data retrieval, fusion, and analysis. The proposed methods are evaluated on real-life AIS data, covering the entire world and more than 200 thousands of vessels, illustrating how they may be used for anomaly detection and risk assessment. The primary audience of the book are researchers from the fields of computer science and maritime transport as well as logistics service providers, shipping companies and port authorities companies that need support in managing security, safety, and risk of maritime transport services in global economies by making use of large-scale data processing. pubtype: eBook doctype: Book ougenre: Book language: English copyright: @attributes: flag: N copyrightText: holdings: @attributes: islocal: N |
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