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Large symmetric margin instance selection algorithm

Published:2014-02-24 Issue:1 Volume:7 Page:25-45
ISSN:1868-8071
Container-title:International Journal of Machine Learning and Cybernetics
language:en
Short-container-title:Int. J. Mach. Learn. & Cyber.

Author:

Hamidzadeh Javad,Monsefi Reza,Sadoghi Yazdi Hadi

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Link

http://link.springer.com/content/pdf/10.1007/s13042-014-0239-z.pdf

Reference63 articles.

1. Olvera-López JA, Carrasco-Ochoa JA, Martínez-Trinidad JF (2010) A new fast prototype selection method based on clustering. Pattern Anal Appl 13(2):131–141

2. Czarnowski I (2012) Cluster-based instance selection for machine classification. Knowl Inf Syst 30(1):113–133

3. Cheng H, Shan J, Ju W, Guo Y, Zhang L (2010) Automated breast cancer detection and classification using ultrasound images: a survey. Pattern Recogn 43:299–317

4. Rosset S, Perlich C, Swirszcz G, Melville P, Liu Y (2010) Medical data mining: insights from winning two competitions. Data Min Knowl Disc 20:439–468

5. Liu H, Liu L, Zhang H (2010) Ensemble gene selection for cancer classification. Pattern Recogn 43:2763–2772

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2. Unsupervised instance selection via conjectural hyperrectangles;Neural Computing and Applications;2022-11-02

3. Ensemble classification for intrusion detection via feature extraction based on deep Learning;Soft Computing;2021-08-10

4. Reducing Data Volume in Instance Based Learning;Hybrid Intelligent Systems;2020-08-13

5. An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation;Pattern Analysis and Applications;2020-02-14

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