Dynamic classifier selection for one-class classification

Knowledge-Based Systems ◽

10.1016/j.knosys.2016.05.054 ◽

2016 ◽

Vol 107 ◽

pp. 43-53 ◽

Author(s):

Bartosz Krawczyk ◽

Michał Woźniak

Keyword(s):

Classifier Selection ◽

Dynamic Classifier Selection ◽

Selection For ◽

One Class Classification

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Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_5 ◽

2020 ◽

pp. 59-73

Author(s):

Paweł Zyblewski ◽

Michał Woźniak

Keyword(s):

Euclidean Distance ◽

Class Distribution ◽

Classifier Selection ◽

Dynamic Classifier Selection ◽

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A Novel Dynamic Classifier Selection for Transmission Line Fault Location

Journal of Applied Sciences ◽

10.3923/jas.2013.2051.2056 ◽

2013 ◽

Vol 13 (11) ◽

pp. 2051-2056

Author(s):

Xue-min Zhang ◽

Zeng-gang Xiong ◽

Yao-ming Ding ◽

Qin-qin Zhang ◽

Jing Zhu

Keyword(s):

Transmission Line ◽

Fault Location ◽

Classifier Selection ◽

Dynamic Classifier Selection ◽

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Adapting dynamic classifier selection for concept drift

Expert Systems with Applications ◽

10.1016/j.eswa.2018.03.021 ◽

2018 ◽

Vol 104 ◽

pp. 67-85 ◽

Author(s):

Paulo R.L. Almeida ◽

Luiz S. Oliveira ◽

Alceu S. Britto ◽

Robert Sabourin

Keyword(s):

Concept Drift ◽

Classifier Selection ◽

Dynamic Classifier Selection ◽

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Multiclass mv-granular soft support vector machine: A case study in dynamic classifier selection for multispectral face recognition

2008 19th International Conference on Pattern Recognition ◽

10.1109/icpr.2008.4761877 ◽

2008 ◽

Author(s):

Richa Singh ◽

Mayank Vatsa ◽

Afzel Noore

Keyword(s):

Support Vector Machine ◽

Face Recognition ◽

Support Vector ◽

Classifier Selection ◽

Dynamic Classifier Selection ◽

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Dynamic Classifier Selection for Effective Mining from Noisy Data Streams

Fourth IEEE International Conference on Data Mining (ICDM'04) ◽

10.1109/icdm.2004.10091 ◽

2005 ◽

Author(s):

Xingquan Zhu ◽

Xindong Wu ◽

Ying Yang

Keyword(s):

Data Streams ◽

Classifier Selection ◽

Dynamic Classifier Selection ◽

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Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers

Pattern Recognition ◽

10.1016/j.patcog.2013.04.018 ◽

2013 ◽

Vol 46 (12) ◽

pp. 3412-3424 ◽

Author(s):

Mikel Galar ◽

Alberto Fernández ◽

Edurne Barrenechea ◽

Humberto Bustince ◽

Francisco Herrera

Keyword(s):

Classifier Selection ◽

Dynamic Classifier Selection ◽

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Robust Dynamic Classifier Selection for Remote Sensing Image Classification

2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP) ◽

10.1109/siprocess.2019.8868599 ◽

2019 ◽

Author(s):

Meizhu Li ◽

Shaoguang Huang ◽

Aleksandra Piczurica

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Classifier Selection ◽

Remote Sensing Image Classification ◽

Dynamic Classifier Selection ◽

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Accuracy and diversity in classifier selection for one-class classification ensembles

2013 IEEE Symposium on Computational Intelligence and Ensemble Learning (CIEL) ◽

10.1109/ciel.2013.6613139 ◽

2013 ◽

Author(s):

Bartosz Krawczyk ◽

Michal Wozniak

Keyword(s):

Classifier Selection ◽

Selection For ◽

One Class Classification

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One-Class Classification Ensemble with Dynamic Classifier Selection

Advances in Neural Networks – ISNN 2014 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-12436-0_60 ◽

2014 ◽

pp. 542-549 ◽

Author(s):

Bartosz Krawczyk ◽

Michał Woźniak

Keyword(s):

Classifier Selection ◽

Dynamic Classifier Selection ◽

One Class Classification

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Classifier selection for majority voting

Information Fusion ◽

10.1016/j.inffus.2004.04.008 ◽

2005 ◽

Vol 6 (1) ◽

pp. 63-81 ◽

Author(s):

Dymitr Ruta ◽

Bogdan Gabrys

Keyword(s):

Majority Voting ◽

Classifier Selection ◽

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