Issue 11/2018
Special issue on Non-iterative approaches to training feed-forward neural networks and their applications
Content (24 Articles)
Non-iterative approaches in training feed-forward neural networks and their applications
Xizhao Wang, Weipeng Cao
Training an extreme learning machine by localized generalization error model
Hong Zhu, Eric C. C. Tsang, Jie Zhu
Fuzziness-based online sequential extreme learning machine for classification problems
Weipeng Cao, Jinzhu Gao, Zhong Ming, Shubin Cai, Zhiguang Shan
Discovering the impact of hidden layer parameters on non-iterative training of feed-forward neural networks
Zhiqi Huang, Ran Wang, Hong Zhu, Jie Zhu
Incremental multiple kernel extreme learning machine and its application in Robo-advisors
Jingming Xue, Qiang Liu, Miaomiao Li, Xinwang Liu, Yongkai Ye, Siqi Wang, Jianping Yin
Fuzzy integral-based ELM ensemble for imbalanced big data classification
Junhai Zhai, Sufang Zhang, Mingyang Zhang, Xiaomeng Liu
Weakly paired multimodal fusion using multilayer extreme learning machine
Xiaohong Wen, Huaping Liu, Gaowei Yan, Fuchun Sun
Adaptive multiple graph regularized semi-supervised extreme learning machine
Yugen Yi, Shaojie Qiao, Wei Zhou, Caixia Zheng, Qinghua Liu, Jianzhong Wang
Efficient extreme learning machine via very sparse random projection
Chuangquan Chen, Chi-Man Vong, Chi-Man Wong, Weiru Wang, Pak-Kin Wong
Data-driven prediction model for adjusting burden distribution matrix of blast furnace based on improved multilayer extreme learning machine
Xiaoli Su, Sen Zhang, Yixin Yin, Yanan Liu, Wendong Xiao
ELM-based convolutional neural networks making move prediction in Go
Xiangguo Zhao, Zhongyu Ma, Boyang Li, Zhen Zhang, Hengyu Liu
Model-aware categorical data embedding: a data-driven approach
Wentao Zhao, Qian Li, Chengzhang Zhu, Jianglong Song, Xinwang Liu, Jianping Yin
FSELM: fusion semi-supervised extreme learning machine for indoor localization with Wi-Fi and Bluetooth fingerprints
Xinlong Jiang, Yiqiang Chen, Junfa Liu, Yang Gu, Lisha Hu
Free functor from the category of G-nominal sets to that of 01-G-nominal sets
Khadijeh Keshvardoost, Mojgan Mahmoudi
Automatic detection of boundary points based on local geometrical measures
Xiaojie Li, Xi Wu, Jiancheng Lv, Jia He, Jianping Gou, Mao Li
New types of hesitant fuzzy soft ideals in BCK-algebras
H. A. Alshehri, H. A. Abujabal, N. O. Alshehri
Kernel-based multiobjective clustering algorithm with automatic attribute weighting
Zhiping Zhou, Shuwei Zhu
Physarum polycephalum assignment: a new attempt for fuzzy user equilibrium
Yang Liu, Yong Hu, Felix T. S. Chan, Xiaoge Zhang, Yong Deng
Improving the performance of evolutionary-based complex detection models in protein–protein interaction networks
Bara’a A. Attea, Qusay Z. Abdullah
Optimal design of wideband digital integrators and differentiators using hybrid flower pollination algorithm
Shibendu Mahata, Suman Kumar Saha, Rajib Kar, Durbadal Mandal
Consensus-based feature extraction in rs-fMRI data analysis
Paola Galdi, Michele Fratello, Francesca Trojsi, Antonio Russo, Gioacchino Tedeschi, Roberto Tagliaferri, Fabrizio Esposito
A novel chaos-integrated symbiotic organisms search algorithm for global optimization
Subhodip Saha, V. Mukherjee