Issue 12/2019
Content (25 Articles)
A novel EEG-complexity-based feature and its application on the epileptic seizure detection
Shu-Ling Zhang, Bo Zhang, Yong-Li Su, Jiang-Ling Song
A novel decomposition-ensemble approach to crude oil price forecasting with evolution clustering and combined model
Jiaming Zhu, Jinpei Liu, Peng Wu, Huayou Chen, Ligang Zhou
A fast decision making method for mandatory lane change using kernel extreme learning machine
Senlin Cheng, Yang Xu, Ruixue Zong, Chuanhai Wang
Sensitive time series prediction using extreme learning machine
Hong-Bo Wang, Xi Liu, Peng Song, Xu-Yan Tu
Automatically synthesizing DoS attack traces using generative adversarial networks
Qiao Yan, Mingde Wang, Wenyao Huang, Xupeng Luo, F. Richard Yu
Hyperspectral image classification based on multiple reduced kernel extreme learning machine
Fei Lv, Min Han
Making metric learning algorithms invariant to transformations using a projection metric on Grassmann manifolds
Zahra Goudarzi, Peyman Adibi, Rolf-Rainer Grigat, Mohammad Saeid Ehsani
Selective multi-descriptor fusion for face identification
Xin Wei, Hui Wang, Bryan Scotney, Huan Wan
Binary multi-verse optimization algorithm for global optimization and discrete problems
Nailah Al-Madi, Hossam Faris, Seyedali Mirjalili
A novel algorithm for the vertex cover problem based on minimal elements of discernibility matrix
Shengyang Zhuang, Degang Chen
Handwritten Bangla character and numeral recognition using convolutional neural network for low-memory GPU
Prateek Keserwani, Tofik Ali, Partha Pratim Roy
Knowledge representation and reasoning using self-learning interval type-2 fuzzy Petri nets and extended TOPSIS
Weichao Yue, Weihua Gui, Xiaofang Chen, Zhaohui Zeng, Yongfang Xie
Word-character attention model for Chinese text classification
Xue Qiao, Chen Peng, Zhen Liu, Yanfeng Hu
Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine
Wang Siqi, Liu Qiang, Guo Xifeng, Zhu En, Yin Jianping
A hybrid method for increasing the speed of SVM training using belief function theory and boundary region
Somaye Moslemnejad, Javad Hamidzadeh
Meticulous fuzzy convolution C means for optimized big data analytics: adaptation towards deep learning
Nagaraj Balakrishnan, Arunkumar Rajendran, Karthigaikumar Palanivel
Accelerating improved twin support vector machine with safe screening rule
Weichen Wu, Yitian Xu
Multi-level features fusion and selection for human gait recognition: an optimized framework of Bayesian model and binomial distribution
Habiba Arshad, Muhammad Attique Khan, Muhammad Sharif, Mussarat Yasmin, Muhammad Younus Javed
Attribute reduction via local conditional entropy
Yibo Wang, Xiangjian Chen, Kai Dong
Sparse and heuristic support vector machine for binary classifier and regressor fusion
Jinhong Huang, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Ling Cen
A Gaussian mixture model based combined resampling algorithm for classification of imbalanced credit data sets
Xu Han, Runbang Cui, Yanfei Lan, Yanzhe Kang, Jiang Deng, Ning Jia