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International Journal of Machine Learning and Cybernetics

International Journal of Machine Learning and Cybernetics 12/2019

Issue 12/2019

Table of Contents ( 25 Articles )

28-01-2019 | Original Article | Issue 12/2019

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

28-01-2019 | Original Article | Issue 12/2019

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

29-01-2019 | Original Article | Issue 12/2019

A fast decision making method for mandatory lane change using kernel extreme learning machine

Senlin Cheng, Yang Xu, Ruixue Zong, Chuanhai Wang

25-01-2019 | Original Article | Issue 12/2019

Sensitive time series prediction using extreme learning machine

Hong-Bo Wang, Xi Liu, Peng Song, Xu-Yan Tu

20-02-2019 | Original Article | Issue 12/2019

Automatically synthesizing DoS attack traces using generative adversarial networks

Qiao Yan, Mingde Wang, Wenyao Huang, Xupeng Luo, F. Richard Yu

30-01-2019 | Original Article | Issue 12/2019

Hyperspectral image classification based on multiple reduced kernel extreme learning machine

Fei Lv, Min Han

28-01-2019 | Original Article | Issue 12/2019

Making metric learning algorithms invariant to transformations using a projection metric on Grassmann manifolds

Zahra Goudarzi, Peyman Adibi, Rolf-Rainer Grigat, Mohammad Saeid Ehsani

15-02-2019 | Original Article | Issue 12/2019

Selective multi-descriptor fusion for face identification

Xin Wei, Hui Wang, Bryan Scotney, Huan Wan

02-02-2019 | Original Article | Issue 12/2019

Model tree pruning

Xinlei Zhou, Dasen Yan

04-02-2019 | Original Article | Issue 12/2019

Binary multi-verse optimization algorithm for global optimization and discrete problems

Nailah Al-Madi, Hossam Faris, Seyedali Mirjalili

07-02-2019 | Original Article | Issue 12/2019

A novel algorithm for the vertex cover problem based on minimal elements of discernibility matrix

Shengyang Zhuang, Degang Chen

23-02-2019 | Original Article | Issue 12/2019

Study of the polytope of the predicate

Niko Kaso, Serge Kruk

12-02-2019 | Original Article | Issue 12/2019

Handwritten Bangla character and numeral recognition using convolutional neural network for low-memory GPU

Prateek Keserwani, Tofik Ali, Partha Pratim Roy

07-03-2019 | Original Article | Issue 12/2019

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

26-02-2019 | Original Article | Issue 12/2019

Word-character attention model for Chinese text classification

Xue Qiao, Chen Peng, Zhen Liu, Yanfeng Hu

05-03-2019 | Original Article | Issue 12/2019

Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine

Wang Siqi, Liu Qiang, Guo Xifeng, Zhu En, Yin Jianping

15-03-2019 | Original Article | Issue 12/2019

A hybrid method for increasing the speed of SVM training using belief function theory and boundary region

Somaye Moslemnejad, Javad Hamidzadeh

15-03-2019 | Original Article | Issue 12/2019

Meticulous fuzzy convolution C means for optimized big data analytics: adaptation towards deep learning

Nagaraj Balakrishnan, Arunkumar Rajendran, Karthigaikumar Palanivel

15-03-2019 | Original Article | Issue 12/2019

Accelerating improved twin support vector machine with safe screening rule

Weichen Wu, Yitian Xu

18-03-2019 | Original Article | Issue 12/2019

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

04-04-2019 | Original Article | Issue 12/2019

Attribute reduction via local conditional entropy

Yibo Wang, Xiangjian Chen, Kai Dong

16-04-2019 | Original Article | Issue 12/2019

Learning from correlation with extreme learning machine

Li Zhao, Jie Zhu

17-05-2019 | Original Article | Issue 12/2019

A multiclass boosting algorithm to labeled and unlabeled data

Jafar Tanha

10-05-2019 | Original Article | Issue 12/2019

Sparse and heuristic support vector machine for binary classifier and regressor fusion

Jinhong Huang, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Ling Cen

08-05-2019 | Original Article | Issue 12/2019

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

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