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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

Outlier detection techniques

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

Outlier detection: how to threshold outlier scores?

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

Regional Ensemble for Improving Unsupervised Outlier Detectors

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10.1109/TAI.2024.3381102
Yang, Jiawei; Rahardja, Sylwan; Rahardja, Susanto
IEEE transactions on artificial intelligence2024Publicationer 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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10.3233/978-1-61499-927-0-208
Yang, Jiawei; Rahardja, Susanto; Fränti, Pasi
Frontiers in artificial intelligence and applications2018Publicationer information ikon

Digit Forest for Outlier Detection

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DOI
10.1109/ICCIT62134.2024.10701131
Yang, Jiawei; Rahardja, Susanto
International Conference on Creative Communication and Innovative Technology2024Publicationer information ikon

Ensemble Hybrid Learning Methods for Automated Depression Detection

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10.1109/TCSS.2022.3154442
Ansari, Luna; Ji, Shaoxiong; Ji, Shaoxiong; Chen, Qian; Cambria, Erik
IEEE Transactions on Computational Social Systems2022Publicationer information ikon

Mean-shift outlier detection and filtering

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10.1016/j.patcog.2021.107874
Yang, Jiawei; Rahardja, Susanto; Fränti, Pasi
Pattern recognition2021

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

Outlier detection techniques

Öppen tillgång
2020

Outlier detection: how to threshold outlier scores?

Referentgranskad
DOI
10.1145/3371425.3371427
2019

Regional Ensemble for Improving Unsupervised Outlier Detectors

Referentgranskad
Öppen tillgång
DOI
10.1109/TAI.2024.3381102
2024

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

Digit Forest for Outlier Detection

Referentgranskad
DOI
10.1109/ICCIT62134.2024.10701131
2024

Ensemble Hybrid Learning Methods for Automated Depression Detection

Referentgranskad
Öppen tillgång
DOI
10.1109/TCSS.2022.3154442
2022

Mean-shift outlier detection and filtering

Referentgranskad
Öppen tillgång
DOI
10.1016/j.patcog.2021.107874
2021