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Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping

International journal of interactive multimedia and artificial intelligence, 2021-06, Vol.6 (6), p.156-163

2021

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Robust variable selection based on bagging classification tree for support vector machine in metabonomic data analysis

Journal of chemometrics, 2018-11, Vol.32 (11), p.n/a

2018

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Fuzzy Support Vector Machine With Relative Density Information for Classifying Imbalanced Data

IEEE transactions on fuzzy systems, 2019-12, Vol.27 (12), p.2353-2367

2019

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A Fully Automated Method for Lung Nodule Detection From Postero-Anterior Chest Radiographs

IEEE transactions on medical imaging, 2006-12, Vol.25 (12), p.1588-1603

2006

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Human Activity Classification Based on Micro-Doppler Signatures Using a Support Vector Machine

IEEE transactions on geoscience and remote sensing, 2009-05, Vol.47 (5), p.1328-1337

2009

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Feature Selection for Classification of Hyperspectral Data by SVM

IEEE transactions on geoscience and remote sensing, 2010-05, Vol.48 (5), p.2297-2307

2010

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SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images

IEEE geoscience and remote sensing letters, 2010-10, Vol.7 (4), p.736-740

2010

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FSVM-CIL: Fuzzy Support Vector Machines for Class Imbalance Learning

IEEE transactions on fuzzy systems, 2010-06, Vol.18 (3), p.558-571

2010

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Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

IEEE transactions on geoscience and remote sensing, 2008-11, Vol.46 (11), p.3804-3814

2008

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Semisupervised Neural Networks for Efficient Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2010-05, Vol.48 (5), p.2271-2282

2010

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Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data

IEEE transactions on geoscience and remote sensing, 2010-08, Vol.48 (8), p.3188-3197

2010

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Power Utility Nontechnical Loss Analysis With Extreme Learning Machine Method

IEEE transactions on power systems, 2008-08, Vol.23 (3), p.946-955

2008

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Automatic cell nuclei segmentation and classification of breast cancer histopathology images

Signal processing, 2016-05, Vol.122, p.1-13

2016

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Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

IEEE transactions on geoscience and remote sensing, 2010-07, Vol.48 (7), p.2880-2889

2010

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Adaptive Networks

Proceedings of the IEEE, 2014-04, Vol.102 (4), p.460-497

Sayed, Ali H.

2014

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Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost

IEEE transactions on pattern analysis and machine intelligence, 2013-11, Vol.35 (11), p.2624-2637

2013

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Trajectory-Based Anomalous Event Detection

IEEE transactions on circuits and systems for video technology, 2008-11, Vol.18 (11), p.1544-1554

2008

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A Weather-Based Hybrid Method for 1-Day Ahead Hourly Forecasting of PV Power Output

IEEE transactions on sustainable energy, 2014-07, Vol.5 (3), p.917-926

2014

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Biopolymer encapsulated silver nitrate nanoparticle substrates with surface-enhanced Raman spectroscopy (SERS) for Salmonella detection from chicken rinse11Mention of trade names or commercial products in this article is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the U.S. Department of Agriculture

International journal of food microbiology, 2023-04, Vol.391-393, Article 110158

2023

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OP-ELM: Optimally Pruned Extreme Learning Machine

IEEE transactions on neural networks, 2010-01, Vol.21 (1), p.158-162

2010

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Handling Multi-Class Problem by Intuitionistic Fuzzy Twin Support Vector Machines Based on Relative Density Information

IEEE transactions on pattern analysis and machine intelligence, 2023-12, Vol.45 (12), p.14653-14664

2023

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Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

IEEE transactions on geoscience and remote sensing, 2008-06, Vol.46 (6), p.1822-1835

2008

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A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning

IEEE transactions on fuzzy systems, 2015-10, Vol.23 (5), p.1638-1654

2015

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A Novel Dual-Center Based Intuitionistic Fuzzy Twin Bounded Large Margin Distribution Machines

IEEE transactions on fuzzy systems, 2023-09, Vol.31 (9), p.1-14

2023

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Support Vector Machine-Based Classification Scheme for Myoelectric Control Applied to Upper Limb

IEEE transactions on biomedical engineering, 2008-08, Vol.55 (8), p.1956-1965

2008

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Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping

Robust variable selection based on bagging classification tree for support vector machine in metabonomic data analysis

Fuzzy Support Vector Machine With Relative Density Information for Classifying Imbalanced Data

A Fully Automated Method for Lung Nodule Detection From Postero-Anterior Chest Radiographs

Human Activity Classification Based on Micro-Doppler Signatures Using a Support Vector Machine

Feature Selection for Classification of Hyperspectral Data by SVM

SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images

FSVM-CIL: Fuzzy Support Vector Machines for Class Imbalance Learning

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

Semisupervised Neural Networks for Efficient Hyperspectral Image Classification

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data

Power Utility Nontechnical Loss Analysis With Extreme Learning Machine Method

Automatic cell nuclei segmentation and classification of breast cancer histopathology images

Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

Adaptive Networks

Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost

Trajectory-Based Anomalous Event Detection

A Weather-Based Hybrid Method for 1-Day Ahead Hourly Forecasting of PV Power Output

OP-ELM: Optimally Pruned Extreme Learning Machine

Handling Multi-Class Problem by Intuitionistic Fuzzy Twin Support Vector Machines Based on Relative Density Information

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning

A Novel Dual-Center Based Intuitionistic Fuzzy Twin Bounded Large Margin Distribution Machines

Support Vector Machine-Based Classification Scheme for Myoelectric Control Applied to Upper Limb

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