A Novel Multiple Kernel Learning Framework for Heterogeneous Feature Fusion and Variable Selection

Yi-Ren Yeh;  Ting-Chu Lin;  Yung-Yu Chung; Yu-Chiang Frank Wang

doi:10.1109/tmm.2012.2188783

A Novel Multiple Kernel Learning Framework for Heterogeneous Feature Fusion and Variable Selection

IEEE Transactions on Multimedia ◽

10.1109/tmm.2012.2188783 ◽

2012 ◽

Vol 14 (3) ◽

pp. 563-574 ◽

Cited By ~ 34

Author(s):

Yi-Ren Yeh ◽

Ting-Chu Lin ◽

Yung-Yu Chung ◽

Yu-Chiang Frank Wang

Keyword(s):

Variable Selection ◽

Feature Fusion ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Learning Framework ◽

Multiple Kernel ◽

Heterogeneous Feature

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Product Surface Defects Detection Based on Multiple-Kernel Learning Feature Fusion Method

2018 IEEE International Conference of Intelligent Robotic and Control Engineering (IRCE) ◽

10.1109/irce.2018.8492918 ◽

2018 ◽

Cited By ~ 1

Author(s):

Han Jia ◽

Xiaofeng Lian

Keyword(s):

Surface Defects ◽

Feature Fusion ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Fusion Method ◽

Multiple Kernel ◽

Product Surface

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SAMKL: Sample Adaptive Multiple Kernel Learning Framework for Lung Cancer Prediction

Information and Communication Technology for Intelligent Systems - Smart Innovation, Systems and Technologies ◽

10.1007/978-981-15-7078-0_4 ◽

2020 ◽

pp. 31-44

Author(s):

Ashima Singh ◽

Arwinder Dhillon ◽

Jasmine Kaur Thind

Keyword(s):

Lung Cancer ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Cancer Prediction ◽

Learning Framework ◽

Multiple Kernel

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Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition

Lecture Notes in Computer Science - Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction ◽

10.1007/978-3-319-59259-6_8 ◽

2017 ◽

pp. 85-97

Author(s):

Wen Sun ◽

Chunfeng Yuan ◽

Pei Wang ◽

Shuang Yang ◽

Weiming Hu ◽

...

Keyword(s):

Action Recognition ◽

Feature Fusion ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hierarchical Bayesian ◽

Multiple Kernel

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Group lasso regularized multiple kernel learning for heterogeneous feature selection

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033554 ◽

2011 ◽

Cited By ~ 3

Author(s):

Yi-Ren Yeh ◽

Yung-Yu Chung ◽

Ting-Chu Lin ◽

Yu-Chiang Frank Wang

Keyword(s):

Feature Selection ◽

Multiple Kernel Learning ◽

Group Lasso ◽

Kernel Learning ◽

Multiple Kernel ◽

Heterogeneous Feature

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Emotion Recognition in the Wild with Feature Fusion and Multiple Kernel Learning

Proceedings of the 16th International Conference on Multimodal Interaction - ICMI '14 ◽

10.1145/2663204.2666277 ◽

2014 ◽

Cited By ~ 35

Author(s):

JunKai Chen ◽

Zenghai Chen ◽

Zheru Chi ◽

Hong Fu

Keyword(s):

Emotion Recognition ◽

Feature Fusion ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Multiple Kernel ◽

In The Wild

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A feature fusion based localized multiple kernel learning system for real world image classification

EURASIP Journal on Image and Video Processing ◽

10.1186/s13640-017-0225-y ◽

2017 ◽

Vol 2017 (1) ◽

Cited By ~ 3

Author(s):

Fatemeh Zamani ◽

Mansour Jamzad

Keyword(s):

Image Classification ◽

Real World ◽

Feature Fusion ◽

Multiple Kernel Learning ◽

Learning System ◽

Kernel Learning ◽

Multiple Kernel ◽

World Image

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Constructing Multiple Kernel Learning Framework for Blast Furnace Automation

IEEE Transactions on Automation Science and Engineering ◽

10.1109/tase.2012.2211100 ◽

2012 ◽

Vol 9 (4) ◽

pp. 763-777 ◽

Cited By ~ 30

Author(s):

Ling Jian ◽

Chuanhou Gao ◽

Zhonghang Xia

Keyword(s):

Blast Furnace ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Learning Framework ◽

Multiple Kernel

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Multi-feature fusion method for hand motion recognition based on multiple kernel learning

2019 Chinese Control Conference (CCC) ◽

10.23919/chicc.2019.8866245 ◽

2019 ◽

Author(s):

Shuai Ding ◽

Chengmao Zhang ◽

Xuemei Sun

Keyword(s):

Feature Fusion ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Fusion Method ◽

Motion Recognition ◽

Hand Motion ◽

Multiple Kernel

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A Novel Multiple Kernel Learning Framework for Remote Sensing Scene Classification

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518884 ◽

2018 ◽

Cited By ~ 2

Author(s):

Xiaoyong Bian ◽

Yuxia Sheng ◽

Yan Xu ◽

Qian Du

Keyword(s):

Remote Sensing ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Scene Classification ◽

Learning Framework ◽

Multiple Kernel

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A Multiple Kernel Learning Framework to Investigate the Relationship Between Ventricular Fibrillation and First Myocardial Infarction

Functional Imaging and Modelling of the Heart - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59448-4_16 ◽

2017 ◽

pp. 161-171 ◽

Cited By ~ 1

Author(s):

Maciej Marciniak ◽

Hermenegild Arevalo ◽

Jacob Tfelt-Hansen ◽

Kiril A. Ahtarovski ◽

Thomas Jespersen ◽

...

Keyword(s):

Myocardial Infarction ◽

Ventricular Fibrillation ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Learning Framework ◽

Multiple Kernel ◽

The Relationship ◽

First Myocardial Infarction

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