A Weakly Supervised Learning-Based Oversampling Framework for Class-Imbalanced Fault Diagnosis

IEEE Transactions on Reliability ◽

10.1109/tr.2021.3138448 ◽

2022 ◽

pp. 1-14

Author(s):

Min Qian ◽

Yan-Fu Li

Keyword(s):

Fault Diagnosis ◽

Supervised Learning ◽

Weakly Supervised Learning ◽

Weakly Supervised

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A Novel Imbalanced Data Classification Method Based on Weakly Supervised Learning for Fault Diagnosis

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3084132 ◽

2021 ◽

pp. 1-1

Author(s):

Hui Liu ◽

Zhenyu Liu ◽

Weiqiang Jia ◽

Donghao Zhang ◽

Jianrong Tan

Keyword(s):

Fault Diagnosis ◽

Supervised Learning ◽

Imbalanced Data ◽

Data Classification ◽

Classification Method ◽

Weakly Supervised Learning ◽

Imbalanced Data Classification ◽

Weakly Supervised

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The Lateral Conflict Risk Assessment for Low-altitude Training Airspace using Weakly Supervised Learning Method

Intelligent Automation & Soft Computing ◽

10.31209/2018.100000027 ◽

2018 ◽

Vol 24 (3) ◽

pp. 603-611

Author(s):

Kaijun Xu ◽

Xueting Chen ◽

Yusheng Yao ◽

Shanshan Li

Keyword(s):

Risk Assessment ◽

Supervised Learning ◽

Altitude Training ◽

Learning Method ◽

Weakly Supervised Learning ◽

Low Altitude ◽

Weakly Supervised ◽

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An improved weakly supervised learning system for detection of sound events in domestic environments

Proceedings of the 5th International Conference on Communication and Information Processing ◽

10.1145/3369985.3370007 ◽

2019 ◽

Author(s):

Dezhi Wang ◽

Lilun Zhang ◽

Xinghua Cheng ◽

Dan Zou ◽

Wenbin Xiao

Keyword(s):

Supervised Learning ◽

Learning System ◽

Weakly Supervised Learning ◽

Domestic Environments ◽

Weakly Supervised

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Novel American Sign Language Fingerspelling Recognition in the Wild with Weakly Supervised Learning and Feature Embedding

2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) ◽

10.1109/ecti-con51831.2021.9454677 ◽

2021 ◽

Author(s):

Peerawat Pannattee ◽

Wuttipong Kumwilaisak ◽

Chatchawarn Hansakunbuntheung ◽

Nattanun Thatphithakkul

Keyword(s):

American Sign Language ◽

Supervised Learning ◽

Sign Language ◽

American Sign ◽

Weakly Supervised Learning ◽

In The Wild ◽

Weakly Supervised

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Weakly Supervised Learning Creates a Fusion of Modeling Cultures

Observational Studies ◽

10.1353/obs.2021.0011 ◽

2021 ◽

Vol 7 (1) ◽

pp. 203-211

Author(s):

Chengliang Tang ◽

Gan Yuan ◽

Tian Zheng

Keyword(s):

Supervised Learning ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Effects of Network Depths on Semantic Image Segmentation By Weakly Supervised Learning

2020 28th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu49456.2020.9302471 ◽

2020 ◽

Author(s):

Cenk Bircanoglu ◽

Nafiz Arica

Keyword(s):

Image Segmentation ◽

Supervised Learning ◽

Weakly Supervised Learning ◽

Semantic Image Segmentation ◽

Weakly Supervised

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Weakly Supervised Learning through Rank-based Contextual Measures

2020 25th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr48806.2021.9412596 ◽

2021 ◽

Author(s):

Joao Gabriel Camacho Presotto ◽

Lucas Pascotti Valem ◽

Nikolas Gomes de Sa ◽

Daniel Carlos Guimaraes Pedronette ◽

Joao Paulo Papa

Keyword(s):

Supervised Learning ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Weakly-Supervised Learning of Visual Relations

2017 IEEE International Conference on Computer Vision (ICCV) ◽

10.1109/iccv.2017.554 ◽

2017 ◽

Author(s):

Julia Peyre ◽

Ivan Laptev ◽

Cordelia Schmid ◽

Josef Sivic

Keyword(s):

Supervised Learning ◽

Weakly Supervised Learning ◽

Weakly Supervised ◽

Visual Relations

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Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human Supervision

IEEE Signal Processing Magazine ◽

10.1109/msp.2017.2742558 ◽

2017 ◽

Vol 34 (6) ◽

pp. 39-49 ◽

Author(s):

Seunghoon Hong ◽

Suha Kwak ◽

Bohyung Han

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Convolutional Neural Networks ◽

Semantic Segmentation ◽

Deep Convolutional Neural Networks ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Hand pose estimation through semi-supervised and weakly-supervised learning

Computer Vision and Image Understanding ◽

10.1016/j.cviu.2017.10.006 ◽

2017 ◽

Vol 164 ◽

pp. 56-67 ◽

Author(s):

Natalia Neverova ◽

Christian Wolf ◽

Florian Nebout ◽

Graham W. Taylor

Keyword(s):

Supervised Learning ◽

Pose Estimation ◽

Weakly Supervised Learning ◽

Hand Pose Estimation ◽

Weakly Supervised ◽

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