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Automatic optimization of outlier detection ensembles using a limited number of outlier examples

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DOI
10.1007/s41060-020-00222-4
Reunanen, Niko; Räty, Tomi; Lintonen, Timo
International Journal of Data Science and Analytics2020Publicationer information ikon

Outlier Detection from Non-Smooth Sensor Data

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10.23919/EUSIPCO.2019.8903061
Huuhtanen, Timo; Ambos, Henrik; Jung, Alex
European Signal Processing Conference2019Publicationer information ikon

Explicit Correlation Amplifiers for Finding Outlier Correlations in Deterministic Subquadratic Time

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10.1007/s00453-020-00727-1
Karppa, Matti; Kaski, Petteri; Kohonen, Jukka; Ó Catháin, Padraig
Algorithmica2020Publicationer information ikon

Explicit Correlation Amplifiers for Finding Outlier Correlations in Deterministic Subquadratic Time

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DOI
10.4230/LIPIcs.ESA.2016.52
Karppa, Matti; Kaski, Petteri; Kohonen, Jukka; Ó Catháin, Padraig
Leibniz International Proceedings in Informatics2016Publicationer information ikon

Outlier detection: how to threshold outlier scores?

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DOI
10.1145/3371425.3371427
Yang, JIawei; Rahardja, Susanto; Fränti, Pasi
International Conference on Artificial Intelligence, Information Processing and Cloud Computing2019Publicationer information ikon

Outlier detection techniques

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Yang, Jiawei
Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences2020Publicationer information ikon

An Enhanced Smartphone Indoor Positioning Scheme with Outlier Removal Using Machine Learning

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10.3390/rs13061106
Zhang, Zhenbing; Liu, Jingbin; Wang, Lei; Guo, Guangyi; Zheng, Xingyu; Gong, Xiaodong; Yang, Sheng; ...
Remote Sensing2021Publicationer information ikon

Smoothing Outlier Scores is All You Need to Improve Outlier Detectors

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10.1109/TKDE.2023.3332757
Yang, Jiawei; Rahardja, Susanto; Fränti, Pasi
IEEE transactions on knowledge and data engineering2023Publicationer information ikon

Nonparametric geometric outlier detection

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DOI
10.1111/sjos.12399
Heikkilä, Matias
Scandinavian Journal of Statistics2019Publicationer information ikon

Mean-shift outlier detection

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DOI
10.3233/978-1-61499-927-0-208
Yang, Jiawei; Rahardja, Susanto; Fränti, Pasi
Frontiers in artificial intelligence and applications2018

Automatic optimization of outlier detection ensembles using a limited number of outlier examples

Referentgranskad
Öppen tillgång
DOI
10.1007/s41060-020-00222-4
2020

Outlier Detection from Non-Smooth Sensor Data

Referentgranskad
Öppen tillgång
DOI
10.23919/EUSIPCO.2019.8903061
2019

Explicit Correlation Amplifiers for Finding Outlier Correlations in Deterministic Subquadratic Time

Referentgranskad
Öppen tillgång
DOI
10.1007/s00453-020-00727-1
2020

Explicit Correlation Amplifiers for Finding Outlier Correlations in Deterministic Subquadratic Time

Referentgranskad
Öppen tillgång
DOI
10.4230/LIPIcs.ESA.2016.52
2016

Outlier detection: how to threshold outlier scores?

Referentgranskad
DOI
10.1145/3371425.3371427
2019

Outlier detection techniques

Öppen tillgång
2020

An Enhanced Smartphone Indoor Positioning Scheme with Outlier Removal Using Machine Learning

Referentgranskad
Öppen tillgång
DOI
10.3390/rs13061106
2021

Smoothing Outlier Scores is All You Need to Improve Outlier Detectors

Referentgranskad
Öppen tillgång
DOI
10.1109/TKDE.2023.3332757
2023

Nonparametric geometric outlier detection

Referentgranskad
DOI
10.1111/sjos.12399
2019

Mean-shift outlier detection

Referentgranskad
Öppen tillgång
DOI
10.3233/978-1-61499-927-0-208
2018