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Research article

First published 2004-12

Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data

C. Bhattacharyya, L.R. Grate, M.I. Jordan [...]

Journal of Computational Biology

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Research article

First published 2020-11

Anatomization of the systems of dimension relaxation for facial recognition

Mayamin Hamid Raha, Tonmoay Deb, Mahieyin Rahmun [...]

Intelligent Decision Technologies

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Research article

First published 2022-5

A general framework for supervised structural health monitoring and sensor output validation mitigating data imbalance with generative adversarial networks-generated high-dimensional features

Mohammad Hesam Soleimani-Babakamali, Roksana Soleimani-Babakamali, Rodrigo Sarlo

Structural Health Monitoring

Open access

Research article

First published 2023-11

Feature selection for binary classification based on class labeling,SOM,and hierarchical clustering

Zhao Zhengtian, Rui Zhiyuan, Duan Xiaoyan

Measurement and Control

Free access

Research article

First published 2002-5

A Method for Two-Dimensional Registration and Construction of the Two-Dimensional Atlas of Gene Expression Patterns in Situ

Konstantin Kozlov, Ekaterina Myasnikova, Andrei Pisarev [...]

In Silico Biology

Open access

Research article

First published 2018-10

Projections as visual aids for classification system design

Paulo E Rauber, Alexandre X Falcão, Alexandru C Telea

Information Visualization

Open access

Research article

First published 2013

Improved Sparse Multi-Class SVM and Its Application for Gene Selection in Cancer Classification

Lingkang Huang, Hao Helen Zhang, Zhao-Bang Zeng [...]

Cancer Informatics

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Research article

First published 2014-11

Hybrid probabilistic sampling with random subspace for imbalanced data learning

Peng Cao, Dazhe Zhao, Osmar Zaiane

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-03-05

Comprehensive empirical investigation for prioritizing the pipeline of using feature selection and data resampling techniques

Pooja Tyagi, Jaspreeti Singh, Anjana Gosain

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2021-10

Bifactor Model Is Not the Best-Fitting Model for Self-Esteem: Investigation With a Novel Technique

Chester Chun Seng Kam

Assessment

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