소장자료
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020 | ▼a9783030667702▼9978-3-030-66770-2▲ | ||
024 | 7 | ▼a10.1007/978-3-030-66770-2▼2doi▲ | |
050 | 4 | ▼aQ334-342▲ | |
082 | 0 | 4 | ▼a006.3▼223▲ |
245 | 1 | 0 | ▼aIoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning▼h[electronic resource] :▼bSecond International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers /▼cedited by Joao Gama, Sepideh Pashami, Albert Bifet, Moamar Sayed-Mouchawe, Holger Fröning, Franz Pernkopf, Gregor Schiele, Michaela Blott.▲ |
250 | ▼a1st ed. 2020.▲ | ||
264 | 1 | ▼aCham :▼bSpringer International Publishing :▼bImprint: Springer,▼c2020.▲ | |
300 | ▼aXVII, 310 p. 84 illus.▼bonline resource.▲ | ||
336 | ▼atext▼btxt▼2rdacontent▲ | ||
337 | ▼acomputer▼bc▼2rdamedia▲ | ||
338 | ▼aonline resource▼bcr▼2rdacarrier▲ | ||
347 | ▼atext file▼bPDF▼2rda▲ | ||
490 | 1 | ▼aCommunications in Computer and Information Science,▼x1865-0929 ;▼v1325▲ | |
505 | 0 | ▼aStream Learning -- Feature Learning -- Unsupervised Machine Learning -- Hardware -- Methods -- Quantization.▲ | |
520 | ▼aThis book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 and held in September 2020. Due to the COVID-19 pandemic the workshops were held online. The 21 full papers and 3 short papers presented in this volume were thoroughly reviewed and selected from 35 submissions and are organized according to the workshops and their topics: IoT Streams 2020: Stream Learning; Feature Learning; ITEM 2020: Unsupervised Machine Learning; Hardware; Methods; Quantization.▲ | ||
650 | 0 | ▼aArtificial intelligence.▲ | |
650 | 0 | ▼aComputer communication systems.▲ | |
650 | 0 | ▼aArchitecture, Computer.▲ | |
650 | 0 | ▼aEducation—Data processing.▲ | |
650 | 0 | ▼aApplication software.▲ | |
650 | 0 | ▼aSoftware engineering.▲ | |
650 | 1 | 4 | ▼aArtificial Intelligence.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I21000▲ |
650 | 2 | 4 | ▼aComputer Communication Networks.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I13022▲ |
650 | 2 | 4 | ▼aComputer System Implementation.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I13057▲ |
650 | 2 | 4 | ▼aComputers and Education.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I24032▲ |
650 | 2 | 4 | ▼aComputer Appl. in Social and Behavioral Sciences.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I23028▲ |
650 | 2 | 4 | ▼aSoftware Engineering/Programming and Operating Systems.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I14002▲ |
700 | 1 | ▼aGama, Joao.▼eeditor.▼0(orcid)0000-0003-3357-1195▼1https://orcid.org/0000-0003-3357-1195▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aPashami, Sepideh.▼eeditor.▼0(orcid)0000-0003-3272-4145▼1https://orcid.org/0000-0003-3272-4145▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBifet, Albert.▼eeditor.▼0(orcid)0000-0002-8339-7773▼1https://orcid.org/0000-0002-8339-7773▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSayed-Mouchawe, Moamar.▼eeditor.▼0(orcid)0000-0002-6929-986X▼1https://orcid.org/0000-0002-6929-986X▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aFröning, Holger.▼eeditor.▼0(orcid)0000-0001-9562-0680▼1https://orcid.org/0000-0001-9562-0680▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aPernkopf, Franz.▼eeditor.▼0(orcid)0000-0002-6356-3367▼1https://orcid.org/0000-0002-6356-3367▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSchiele, Gregor.▼eeditor.▼0(orcid)0000-0003-4266-4828▼1https://orcid.org/0000-0003-4266-4828▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBlott, Michaela.▼eeditor.▼0(orcid)0000-0002-7833-4057▼1https://orcid.org/0000-0002-7833-4057▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
710 | 2 | ▼aSpringerLink (Online service)▲ | |
773 | 0 | ▼tSpringer Nature eBook▲ | |
776 | 0 | 8 | ▼iPrinted edition:▼z9783030667696▲ |
776 | 0 | 8 | ▼iPrinted edition:▼z9783030667719▲ |
830 | 0 | ▼aCommunications in Computer and Information Science,▼x1865-0929 ;▼v1325▲ | |
856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-3-030-66770-2▲ |

IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning : Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers
자료유형
국외eBook
서명/책임사항
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning [electronic resource] : Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers / edited by Joao Gama, Sepideh Pashami, Albert Bifet, Moamar Sayed-Mouchawe, Holger Fröning, Franz Pernkopf, Gregor Schiele, Michaela Blott.
개인저자
판사항
1st ed. 2020.
형태사항
XVII, 310 p. 84 illus. online resource.
총서사항
Communications in Computer and Information Science , 1865-0929 ; 1325
Communications in Computer and Information Science , 1865-0929 ; 1325
Communications in Computer and Information Science , 1865-0929 ; 1325
내용주기
Stream Learning -- Feature Learning -- Unsupervised Machine Learning -- Hardware -- Methods -- Quantization.
요약주기
This book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 and held in September 2020. Due to the COVID-19 pandemic the workshops were held online. The 21 full papers and 3 short papers presented in this volume were thoroughly reviewed and selected from 35 submissions and are organized according to the workshops and their topics: IoT Streams 2020: Stream Learning; Feature Learning; ITEM 2020: Unsupervised Machine Learning; Hardware; Methods; Quantization.
주제
Artificial intelligence.
Computer communication systems.
Architecture, Computer.
Education—Data processing.
Application software.
Software engineering.
Artificial Intelligence.
Computer Communication Networks.
Computer System Implementation.
Computers and Education.
Computer Appl. in Social and Behavioral Sciences.
Software Engineering/Programming and Operating Systems.
Computer communication systems.
Architecture, Computer.
Education—Data processing.
Application software.
Software engineering.
Artificial Intelligence.
Computer Communication Networks.
Computer System Implementation.
Computers and Education.
Computer Appl. in Social and Behavioral Sciences.
Software Engineering/Programming and Operating Systems.
ISBN
9783030667702
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