Connection Science, Volume 31, Issue 2 (2019)

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Connection Science, Volume 31, Issue 2 (2019)

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Learning from Data Streams and Class Imbalance

Editorial

Editorial
Learning from data streams and class imbalance
Shuo Wang, Leandro L. Minku, Nitesh Chawla & Xin Yao
Pages: 103-104
Published online: 15 Apr 2019
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Articles

Article
Learning in presence of class imbalance and class overlapping by using one-class SVM and undersampling technique
Debashree Devi, Saroj K. Biswas & Biswajit Purkayastha
Pages: 105-142
Published online: 07 Jan 2019
AbstractforLearning in presence of class imbalance and class overlapping by using one-class SVM and undersampling technique | Full Text | References | PDF (4.5 MB) | EPUB
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Article
A weighted pattern matching approach for classification of imbalanced data with a fireworks-based algorithm for feature selection
N. K. Sreeja
Pages: 143-168
Published online: 06 Sep 2018
AbstractforA weighted pattern matching approach for classification of imbalanced data with a fireworks-based algorithm for feature selection | Full Text | References | PDF (2.8 MB) | EPUB
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Article
Semantic segmentation of high-resolution remote sensing images using fully convolutional network with adaptive threshold
Zhihuan Wu, Yongming Gao, Lei Li, Junshi Xue & Yuntao Li
Pages: 169-184
Published online: 06 Sep 2018
AbstractforSemantic segmentation of high-resolution remote sensing images using fully convolutional network with adaptive threshold | Full Text | References | PDF (4.7 MB) | EPUB
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Article
Adaptive learning on mobile network traffic data
Zhen Liu, Nathalie Japkowicz, Ruoyu Wang & Deyu Tang
Pages: 185-214
Published online: 06 Sep 2018
AbstractforAdaptive learning on mobile network traffic data | Full Text | References | PDF (6.8 MB) | EPUB
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