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Pattern Recognition, ISSN 0031-3203, 11/2014, Volume 47, Issue 11, pp. 3665 - 3680
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 06/2016, Volume 24, Issue 3, pp. 574 - 589
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 07/2019, Volume 30, Issue 7, pp. 2079 - 2092
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Journal Article
Expert Systems With Applications, ISSN 0957-4174, 03/2014, Volume 41, Issue 4, pp. 1937 - 1946
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 10/2016, Volume 60, pp. 249 - 257
•Proposing the online distance-based classifier with fuzzy C-means clustering.•Evaluating different strategies for online updating training dataset.•Adopting... 
Rotation forest | Online learning | Kernelized clustering | Fuzzy C-means clustering | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | ALGORITHM | CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Algorithms | Information management | Data mining | Classifiers | Construction | Classification | Clusters | Fuzzy | Online | Clustering
Journal Article
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 06/2018, Volume 26, Issue 3, pp. 1217 - 1230
Journal Article
2019, Modeling and Optimization in Science and Technologies, ISBN 9783030145224, Volume 14, 216
This book introduces readers to the fundamentals of deep neural network architectures, with a special emphasis on memristor circuits and systems. At first, the... 
Neural networks (Computer science) | Engineering | Pattern Recognition | Computational Intelligence | Data Mining and Knowledge Discovery | Image Processing and Computer Vision
eBook
Neuroimage, ISSN 1053-8119, 2009, Volume 45, Issue 1, pp. S199 - S209
Journal Article
Biometrika, ISSN 0006-3444, 06/2016, Volume 103, Issue 2, pp. 435 - 446
Classification with small samples of high-dimensional data is important in many application areas. Quantile classifiers are distance-based classifiers that... 
High-dimensional data | Misclassification rate | Median-based classifier | Skewness | CLASSIFICATION | STATISTICS & PROBABILITY | SHRUNKEN CENTROIDS | DISCRIMINANT-ANALYSIS | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | GENE-EXPRESSION | MICROARRAYS | DATA DEPTH
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 08/2014, Volume 45, Issue 1, pp. 211 - 216
•Cost-sensitive learning has received increased attention in recent years.•Most of the existing works are devoted to make decision trees cost-sensitive.•We... 
Cost-sensitive learning | Instance weighting | Classification | Bayesian network classifiers | TREES | ONE-DEPENDENCE ESTIMATORS | IMBALANCED DATA | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Machine Learning, ISSN 0885-6125, 11/1997, Volume 29, Issue 2, pp. 131 - 163
Journal Article