Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization
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41

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Published By Springer International Publishing

9783319283968, 9783319283975

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An Enhanced Extreme Learning Machine for Efficient Small Sample Classification

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_39 ◽

2016 ◽

pp. 501-509 ◽

Author(s):

Ying Yin ◽

Yuhai Zhao ◽

Ming Li ◽

Bin Zhang

Keyword(s):

Extreme Learning Machine ◽

Small Sample ◽

Sample Classification ◽

Learning Machine

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Multi-label Text Categorization Using $$L_{21}$$ L 21 -norm Minimization Extreme Learning Machine

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_10 ◽

2016 ◽

pp. 121-133

Author(s):

Mingchu Jiang ◽

Na Li ◽

Zhisong Pan

Keyword(s):

Extreme Learning Machine ◽

Text Categorization ◽

Norm Minimization ◽

Learning Machine

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Two-Stage Hybrid Extreme Learning Machine for Sequential Imbalanced Data

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_33 ◽

2016 ◽

pp. 423-433 ◽

Author(s):

Wentao Mao ◽

Jinwan Wang ◽

Ling He ◽

Yangyang Tian

Keyword(s):

Extreme Learning Machine ◽

Imbalanced Data ◽

Two Stage ◽

Learning Machine

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Segmentation of the Left Ventricle in Cardiac MRI Using an ELM Model

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_12 ◽

2016 ◽

pp. 147-157

Author(s):

Yang Luo ◽

Benqiang Yang ◽

Lisheng Xu ◽

Liling Hao ◽

Jun Liu ◽

...

Keyword(s):

Left Ventricle ◽

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The Distance-Based Representative Skyline Calculation Using Unsupervised Extreme Learning Machines

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_9 ◽

2016 ◽

pp. 107-119

Author(s):

Mei Bai ◽

Junchang Xin ◽

Guoren Wang ◽

Xite Wang

Keyword(s):

Extreme Learning Machines ◽

Learning Machines ◽

Representative Skyline

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Local and Global Unsupervised Kernel Extreme Learning Machine and Its Application in Nonlinear Process Fault Detection

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_6 ◽

2016 ◽

pp. 65-75

Author(s):

Hanyuan Zhang ◽

Xuemin Tian ◽

Xiaohui Wang ◽

Yuping Cao

Keyword(s):

Fault Detection ◽

Extreme Learning Machine ◽

Nonlinear Process ◽

Kernel Extreme Learning Machine ◽

Learning Machine

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Fixed-Point Evaluation of Extreme Learning Machine for Classification

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_3 ◽

2016 ◽

pp. 27-38 ◽

Author(s):

Yingnan Xu ◽

Jingfei Jiang ◽

Juping Jiang ◽

Zhiqiang Liu ◽

Jinwei Xu

Keyword(s):

Fixed Point ◽

Extreme Learning Machine ◽

Point Evaluation ◽

Learning Machine

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NMR Image Segmentation Based on Unsupervised Extreme Learning Machine

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_26 ◽

2016 ◽

pp. 333-346

Author(s):

Junchang Xin ◽

Zhongyang Wang ◽

Shuo Tian ◽

Zhiqiong Wang

Keyword(s):

Image Segmentation ◽

Extreme Learning Machine ◽

Learning Machine

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Improvement of ELM Algorithm for Multi-object Identification in Gesture Interaction

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_19 ◽

2016 ◽

pp. 237-248

Author(s):

Liang Diao ◽

Liguo Shuai ◽

Huiling Chen ◽

Weihang Zhu

Keyword(s):

Object Identification ◽

Gesture Interaction

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Kernel Based Semi-supervised Extreme Learning Machine and the Application in Traffic Congestion Evaluation

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_18 ◽

2016 ◽

pp. 227-236 ◽

Author(s):

Qing Shen ◽

Xiaojuan Ban ◽

Chong Guo ◽

Cong Wang

Keyword(s):

Extreme Learning Machine ◽

Traffic Congestion ◽

Learning Machine

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