Similarity-based and Iterative Label Noise Filters for Monotonic Classification

Proceedings of the 53rd Hawaii International Conference on System Sciences ◽

10.24251/hicss.2020.210 ◽

2020 ◽

Author(s):

José Ramón Cano ◽

Julian Luengo ◽

Salvador García

Keyword(s):

Label Noise ◽

Monotonic Classification ◽

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Label noise filtering techniques to improve monotonic classification

Neurocomputing ◽

10.1016/j.neucom.2018.05.131 ◽

2019 ◽

Vol 353 ◽

pp. 83-95 ◽

Author(s):

José-Ramón Cano ◽

Julián Luengo ◽

Salvador García

Keyword(s):

Noise Filtering ◽

Label Noise ◽

Monotonic Classification ◽

Filtering Techniques

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Ensembles of label noise filters: a ranking approach

Data Mining and Knowledge Discovery ◽

10.1007/s10618-016-0475-9 ◽

2016 ◽

Vol 30 (5) ◽

pp. 1192-1216 ◽

Author(s):

Luís P. F. Garcia ◽

Ana C. Lorena ◽

Stan Matwin ◽

André C. P. L. F. de Carvalho

Keyword(s):

Label Noise ◽

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New label noise injection methods for the evaluation of noise filters

Knowledge-Based Systems ◽

10.1016/j.knosys.2018.09.031 ◽

2019 ◽

Vol 163 ◽

pp. 693-704 ◽

Author(s):

Luís P.F. Garcia ◽

Jens Lehmann ◽

André C.P.L.F. de Carvalho ◽

Ana C. Lorena

Keyword(s):

Label Noise ◽

Noise Injection ◽

Injection Methods ◽

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Characterizing The Uncertainty Of Label Noise In Systematic Ultrasound-Guided Prostate Biopsy

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi48211.2021.9433765 ◽

2021 ◽

Author(s):

Golara Javadi ◽

Samareh Samadi ◽

Sharareh Bayat ◽

Samira Sojoudi ◽

Antonio Hurtado ◽

...

Keyword(s):

Prostate Biopsy ◽

Ultrasound Guided ◽

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Using Under-trained Deep Ensembles to Learn Under Extreme Label Noise: A Case Study for Sleep Apnea Detection

IEEE Access ◽

10.1109/access.2021.3067455 ◽

2021 ◽

pp. 1-1

Author(s):

Konstantinos Nikolaidis ◽

Thomas Plagemann ◽

Stein Kristiansen ◽

Vera Goebel ◽

Mohan Kankanhalli

Keyword(s):

Sleep Apnea ◽

Label Noise ◽

Apnea Detection

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A CNN-based Unified Framework Utilizing Projection Loss in Unison with Label Noise Handling for Multiple Myeloma Cancer Diagnosis

Medical Image Analysis ◽

10.1016/j.media.2021.102099 ◽

2021 ◽

pp. 102099

Author(s):

Shiv Gehlot ◽

Anubha Gupta ◽

Ritu Gupta

Keyword(s):

Multiple Myeloma ◽

Cancer Diagnosis ◽

Unified Framework ◽

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Label noise correction and application in crowdsourcing

Expert Systems with Applications ◽

10.1016/j.eswa.2016.09.003 ◽

2016 ◽

Vol 66 ◽

pp. 149-162 ◽

Author(s):

Bryce Nicholson ◽

Victor S. Sheng ◽

Jing Zhang

Keyword(s):

Label Noise ◽

Noise Correction

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TSAR: a Time Series Assisted Relabeling Tool for Reducing Label Noise

The 14th PErvasive Technologies Related to Assistive Environments Conference ◽

10.1145/3453892.3453900 ◽

2021 ◽

Author(s):

Gentry Atkinson ◽

Vangelis Metsis

Keyword(s):

Time Series ◽

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An OpenStreetMap-Based Dataset of Building Footprints for Analysing Different Types of Label Noise

10.1109/igarss47720.2021.9553583 ◽

2021 ◽

Author(s):

Jonas Gutter ◽

Anna Kruspe ◽

Xiao Xiang Zhu

Keyword(s):

Label Noise ◽

Different Types

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An adaptive and general model for label noise detection using relative probabilistic density

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107907 ◽

2021 ◽

pp. 107907

Author(s):

Shuyin Xia ◽

Longhai Huang ◽

Guoyin Wang ◽

Xinbo Gao ◽

Yabin Shao ◽

...

Keyword(s):

General Model ◽

Noise Detection ◽

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