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

^*Corresponding author

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

41 Citations (Scopus)

Original language	English
Title of host publication	Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018
Number of pages	10
Volume	2018-June
Publisher	IEEE
Publication date	13 Jul 2018
Pages	125-134
ISBN (Electronic)	9781538641330
DOIs	https://doi.org/10.1109/MDM.2018.00029
Publication status	Published - 13 Jul 2018
Event	19th IEEE International Conference on Mobile Data Management, MDM 2018 - Aalborg, Denmark Duration: 25 Jun 2018 → 28 Jun 2018

Conference

Conference	19th IEEE International Conference on Mobile Data Management, MDM 2018
Country	Denmark
City	Aalborg
Period	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

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

Keywords

Deep Neural Networks
Outlier Detection
Time Series

Access to Document

10.1109/MDM.2018.00029

Link to publication in Scopus

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Cite this

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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 - 2018 IEEE 19th 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",

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Kieu, T , Yang, B & Jensen, CS 2018, Outlier detection for multidimensional time series using deep neural networks. in Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. vol. 2018-June, IEEE, IEEE International Conference on Mobile Data Management (MDM), pp. 125-134, 19th IEEE International Conference on Mobile Data Management, MDM 2018, Aalborg, Denmark, 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 - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. Vol. 2018-June IEEE, 2018. p. 125-134 (IEEE International Conference on Mobile Data Management (MDM)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › 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

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

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