Outlier Detection for Multidimensional Time Series using Deep Neural Networks

Tung Kieu; Bin Yang; Christian Søndergaard Jensen

doi:10.1109/MDM.2018.00029

Outlier Detection for Multidimensional Time Series using Deep Neural Networks

Tung Kieu^*, Bin Yang, Christian Søndergaard Jensen

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Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

75 Citationer (Scopus)

Originalsprog	Engelsk
Titel	Proceedings of the 19th IEEE International Conference on Mobile Data Management, MDM 2018
Antal sider	10
Vol/bind	2018-June
Forlag	IEEE
Publikationsdato	13 jul. 2018
Sider	125-134
ISBN (Elektronisk)	9781538641330
DOI	https://doi.org/10.1109/MDM.2018.00029
Status	Udgivet - 13 jul. 2018
Begivenhed	19th IEEE International Conference on Mobile Data Management, MDM 2018 - Aalborg, Danmark Varighed: 25 jun. 2018 → 28 jun. 2018

Konference

Konference	19th IEEE International Conference on Mobile Data Management, MDM 2018
Land/Område	Danmark
By	Aalborg
Periode	25/06/2018 → 28/06/2018
Sponsor	Aalborg University, Center for Data-Intensive Systems (DAISY), Aalborg University, IEEE, IEEE Technical Committee on Data Engineering (TCDE), Otto Monsted Foundation

Navn	IEEE International Conference on Mobile Data Management (MDM)
ISSN	2375-0324

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75 Citationer
1 Ph.d.-afhandling

Deep Autoencoders for Time Series Outlier Detection and Trajectory Clustering
Kieu, T., 2021, (Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet).
Publikation: Bog/antologi/afhandling/rapport › Ph.d.-afhandling › Forskning

Citationsformater

@inproceedings{118f02e41a1d46d0875d3b1b0c12f025,

title = "Outlier Detection for Multidimensional Time Series using Deep Neural Networks",

keywords = "Deep Neural Networks, Outlier Detection, Time Series",

author = "Tung Kieu and Bin Yang and Jensen, {Christian S{\o}ndergaard}",

year = "2018",

month = jul,

day = "13",

doi = "10.1109/MDM.2018.00029",

language = "English",

volume = "2018-June",

series = "IEEE International Conference on Mobile Data Management (MDM)",

publisher = "IEEE",

pages = "125--134",

booktitle = "Proceedings of the 19th IEEE International Conference on Mobile Data Management, MDM 2018",

address = "United States",

note = "19th IEEE International Conference on Mobile Data Management, MDM 2018 ; Conference date: 25-06-2018 Through 28-06-2018",

}

Kieu, T , Yang, B & Jensen, CS 2018, Outlier Detection for Multidimensional Time Series using Deep Neural Networks. i Proceedings of the 19th IEEE International Conference on Mobile Data Management, MDM 2018. bind 2018-June, IEEE, IEEE International Conference on Mobile Data Management (MDM), s. 125-134, 19th IEEE International Conference on Mobile Data Management, MDM 2018, Aalborg, Danmark, 25/06/2018. https://doi.org/10.1109/MDM.2018.00029

Outlier Detection for Multidimensional Time Series using Deep Neural Networks. / Kieu, Tung ; Yang, Bin ; Jensen, Christian Søndergaard.

Proceedings of the 19th IEEE International Conference on Mobile Data Management, MDM 2018. Bind 2018-June IEEE, 2018. s. 125-134 (IEEE International Conference on Mobile Data Management (MDM)).

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

TY - GEN

T1 - Outlier Detection for Multidimensional Time Series using Deep Neural Networks

AU - Kieu, Tung

AU - Yang, Bin

AU - Jensen, Christian Søndergaard

PY - 2018/7/13

Y1 - 2018/7/13

KW - Deep Neural Networks

KW - Outlier Detection

KW - Time Series

UR - http://www.scopus.com/inward/record.url?scp=85050812217&partnerID=8YFLogxK

U2 - 10.1109/MDM.2018.00029

DO - 10.1109/MDM.2018.00029

M3 - Article in proceeding

AN - SCOPUS:85050812217

VL - 2018-June

T3 - IEEE International Conference on Mobile Data Management (MDM)

SP - 125

EP - 134

BT - Proceedings of the 19th IEEE International Conference on Mobile Data Management, MDM 2018

PB - IEEE

T2 - 19th IEEE International Conference on Mobile Data Management, MDM 2018

Y2 - 25 June 2018 through 28 June 2018

ER -

Outlier Detection for Multidimensional Time Series using Deep Neural Networks

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Publikation

Deep Autoencoders for Time Series Outlier Detection and Trajectory Clustering

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