Volume 22, Issue 11

Search all Soft Computing articles

June 2018

Special issue on Non-iterative approaches to training feed-forward neural networks and their applications

Issue Editors:

Xizhao Wang,
Arun Kumar Sangaiah

24 articles in this issue

Non-iterative approaches in training feed-forward neural networks and their applications
Xizhao Wang
Weipeng Cao
Editorial 23 April 2018 Pages: 3473 - 3476
Training an extreme learning machine by localized generalization error model
Hong Zhu
Eric C. C. Tsang
Jie Zhu
Focus 17 January 2018 Pages: 3477 - 3485
Fuzziness-based online sequential extreme learning machine for classification problems
Weipeng Cao
Jinzhu Gao
Zhiguang Shan
Focus 07 February 2018 Pages: 3487 - 3494
Discovering the impact of hidden layer parameters on non-iterative training of feed-forward neural networks
Zhiqi Huang
Ran Wang
Jie Zhu
Focus 17 January 2018 Pages: 3495 - 3506
Incremental multiple kernel extreme learning machine and its application in Robo-advisors
Jingming Xue
Qiang Liu
Jianping Yin
Focus 01 March 2018 Pages: 3507 - 3517
Fuzzy integral-based ELM ensemble for imbalanced big data classification
Junhai Zhai
Sufang Zhang
Xiaomeng Liu
Focus 19 February 2018 Pages: 3519 - 3531
Weakly paired multimodal fusion using multilayer extreme learning machine
Xiaohong Wen
Huaping Liu
Fuchun Sun
Focus 09 March 2018 Pages: 3533 - 3544
Adaptive multiple graph regularized semi-supervised extreme learning machine
Yugen Yi
Shaojie Qiao
Jianzhong Wang
Focus 06 March 2018 Pages: 3545 - 3562
Efficient extreme learning machine via very sparse random projection
Chuangquan Chen
Chi-Man Vong
Pak-Kin Wong
Focus 19 March 2018 Pages: 3563 - 3574
Data-driven prediction model for adjusting burden distribution matrix of blast furnace based on improved multilayer extreme learning machine
Xiaoli Su
Sen Zhang
Wendong Xiao
Focus 18 April 2018 Pages: 3575 - 3589
ELM-based convolutional neural networks making move prediction in Go
Xiangguo Zhao
Zhongyu Ma
Hengyu Liu
Focus 23 March 2018 Pages: 3591 - 3601
Model-aware categorical data embedding: a data-driven approach
Wentao Zhao
Qian Li
Jianping Yin
Focus 27 April 2018 Pages: 3603 - 3619
FSELM: fusion semi-supervised extreme learning machine for indoor localization with Wi-Fi and Bluetooth fingerprints
Xinlong Jiang
Yiqiang Chen
Lisha Hu
Focus 06 April 2018 Pages: 3621 - 3635
Free functor from the category of G-nominal sets to that of 01-G-nominal sets
Khadijeh Keshvardoost
Mojgan Mahmoudi
Foundations 30 August 2017 Pages: 3637 - 3648
A novel Z-soft rough fuzzy \(\textit{BCI}\)-algebras (ideals) of \(\textit{BCI}\)-algebras
Kuan Yun Zhu
Bao Qing Hu
Foundations 05 September 2017 Pages: 3649 - 3662
Automatic detection of boundary points based on local geometrical measures
Xiaojie Li
Xi Wu
Mao Li
Foundations 07 September 2017 Pages: 3663 - 3674
New types of hesitant fuzzy soft ideals in BCK-algebras
H. A. Alshehri
H. A. Abujabal
N. O. Alshehri
Foundations 10 January 2018 Pages: 3675 - 3683
Kernel-based multiobjective clustering algorithm with automatic attribute weighting
Zhiping Zhou
Shuwei Zhu
Methodologies and Application 06 April 2017 Pages: 3685 - 3709
Physarum polycephalum assignment: a new attempt for fuzzy user equilibrium
Yang Liu
Yong Hu
Yong Deng
Methodologies and Application 09 April 2017 Pages: 3711 - 3720
Improving the performance of evolutionary-based complex detection models in protein–protein interaction networks
Bara’a A. Attea
Qusay Z. Abdullah
Methodologies and Application 12 April 2017 Pages: 3721 - 3744
On the hierarchical model PCbHA: a more general case
Fujun Hou
Methodologies and Application 06 April 2017 Pages: 3745 - 3756
Optimal design of wideband digital integrators and differentiators using hybrid flower pollination algorithm
Shibendu Mahata
Suman Kumar Saha
Durbadal Mandal
Methodologies and Application 08 April 2017 Pages: 3757 - 3783
Consensus-based feature extraction in rs-fMRI data analysis
Paola Galdi
Michele Fratello
Fabrizio Esposito
Methodologies and Application 11 April 2017 Pages: 3785 - 3795
A novel chaos-integrated symbiotic organisms search algorithm for global optimization
Subhodip Saha
V. Mukherjee
Methodologies and Application 13 April 2017 Pages: 3797 - 3816

Volume 22, Issue 11

Non-iterative approaches in training feed-forward neural networks and their applications

Training an extreme learning machine by localized generalization error model

Fuzziness-based online sequential extreme learning machine for classification problems

Discovering the impact of hidden layer parameters on non-iterative training of feed-forward neural networks

Incremental multiple kernel extreme learning machine and its application in Robo-advisors

Fuzzy integral-based ELM ensemble for imbalanced big data classification

Weakly paired multimodal fusion using multilayer extreme learning machine

Adaptive multiple graph regularized semi-supervised extreme learning machine

Efficient extreme learning machine via very sparse random projection

Data-driven prediction model for adjusting burden distribution matrix of blast furnace based on improved multilayer extreme learning machine

ELM-based convolutional neural networks making move prediction in Go

Model-aware categorical data embedding: a data-driven approach

FSELM: fusion semi-supervised extreme learning machine for indoor localization with Wi-Fi and Bluetooth fingerprints

Free functor from the category of G-nominal sets to that of 01-G-nominal sets

A novel Z-soft rough fuzzy \(\textit{BCI}\)-algebras (ideals) of \(\textit{BCI}\)-algebras

Automatic detection of boundary points based on local geometrical measures

New types of hesitant fuzzy soft ideals in BCK-algebras

Kernel-based multiobjective clustering algorithm with automatic attribute weighting

Physarum polycephalum assignment: a new attempt for fuzzy user equilibrium

Improving the performance of evolutionary-based complex detection models in protein–protein interaction networks

On the hierarchical model PCbHA: a more general case

Optimal design of wideband digital integrators and differentiators using hybrid flower pollination algorithm

Consensus-based feature extraction in rs-fMRI data analysis

A novel chaos-integrated symbiotic organisms search algorithm for global optimization

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