Ausgabe 1/2018
Inhalt (32 Artikel)
Stochastic Support Vector Machine for Classifying and Regression of Random Variables
Maryam Abaszade, Sohrab Effati
Pruning the Ensemble of ANN Based on Decision Tree Induction
Sha Ding, Zhi Chen, Shi-yuan Zhao, Tao Lin
Sensor Deployment Scheme Based on Social Spider Optimization Algorithm for Wireless Sensor Networks
Yongquan Zhou, Ruxin Zhao, Qifang Luo, Chunming Wen
Gradient Neural Network with Nonlinear Activation for Computing Inner Inverses and the Drazin Inverse
Predrag S. Stanimirović, Marko D. Petković, Dimitrios Gerontitis
Fixed-Size Extreme Learning Machines Through Simulated Annealing
Madson L. D. Dias, Lucas S. de Sousa, Ajalmar R. Rocha Neto, Ananda L. Freire
Supervoxel Segmentation and Bias Correction of MR Image with Intensity Inhomogeneity
Jingjing Gao, Xin Dai, Chongjin Zhu, Jie-Zhi Cheng, Xiaoguang Tu, Daiqiang Chen, Bin Sun, Yachun Gao, Mei Xie
Finite-Time Stability for Delayed Complex-Valued BAM Neural Networks
Ziye Zhang, Xiaoping Liu, Runan Guo, Chong Lin
Driver State Analysis Based on Imperfect Multi-view Evidence Support
Yong Du, Yu Wang, Xin Huang, Qinghua Hu
Determining Approximate Solutions of Nonlinear Ordinary Differential Equations Using Orthogonal Colliding Bodies Optimization
Arnapurna Panda, Sabyasachi Pani
Robust Stability of Inertial BAM Neural Networks with Time Delays and Uncertainties via Impulsive Effect
Wei Zhang, Tingwen Huang, Chuandong Li, Jing Yang
L1-Norm GEPSVM Classifier Based on an Effective Iterative Algorithm for Classification
He Yan, Qiaolin Ye, Tianan Zhang, Dong-Jun Yu, Yiqing Xu
A New Virtual Samples-Based CRC Method for Face Recognition
Yali Peng, Lingjun Li, Shigang Liu, Tao Lei, Jie Wu
Small-Scale Building Load Forecast based on Hybrid Forecast Engine
Mohsen Mohammadi, Faraz Talebpour, Esmaeil Safaee, Noradin Ghadimi, Oveis Abedinia
Fitness Landscape Analysis of Weight-Elimination Neural Networks
Anna Bosman, Andries Engelbrecht, Mardé Helbig
A Deep Neural Network Based on ELM for Semi-supervised Learning of Image Classification
Peiju Chang, Jiangshe Zhang, Junying Hu, Zengjie Song
A Multi-Valued Neuron Based Complex ELM Neural Network
Francesco Grasso, Antonio Luchetta, Stefano Manetti
Fast Pedestrian Detection Based on the Selective Window Differential Filter
Xin Zuo, Jifeng Shen, Hualong Yu, Dan Xu, Chengshan Qian, Yongwei Shan
Safety-Critical Support Vector Regressor Controller for Nonlinear Systems
Kemal Uçak, İlker Üstoğlu, Gülay Öke Günel
Solitary Wave and Periodic Wave Solutions of Generalized Neutral-Type Neural Networks with Delays
Fanchao Kong, Shiping Lu, Zhiguo Luo
Global Mittag-Leffler Synchronization of Fractional-Order Neural Networks Via Impulsive Control
Xujun Yang, Chuandong Li, Tingwen Huang, Qiankun Song, Junjian Huang
A Multimodal Optimization Algorithm Inspired by the States of Matter
Erik Cuevas, Adolfo Reyna-Orta, Margarita-Arimatea Díaz-Cortes
Synchronization of Heterogeneous Partially Coupled Networks with Heterogeneous Impulses
Yaqi Wang, Jianquan Lu, Jungang Lou, Chengdan Ding, Fuad E. Alsaadi, Tasawar Hayat
The Global Exponential Stability of the Delayed Complex-Valued Neural Networks with Almost Periodic Coefficients and Discontinuous Activations
Mingming Yan, Jianlong Qiu, Xiangyong Chen, Xiao Chen, Chengdong Yang, Ancai Zhang, Fawaz Alsaadi
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks
Mohammad Javad Shafiee, Akshaya Mishra, Alexander Wong
Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization
Kavya Gupta, Angshul Majumdar
On Extending the Noncircular Fast Independent Vector Analysis Algorithm to the Noisy Model
Guobing Qian, Liping Li