Stochastic Support Vector Machine for Classifying and Regression of Random Variables Maryam AbaszadeSohrab Effati OriginalPaper 05 September 2017 Pages: 1 - 29
Concept Learning Using Vague Concept Lattice Prem Kumar Singh OriginalPaper 08 September 2017 Pages: 31 - 52
Pruning the Ensemble of ANN Based on Decision Tree Induction Sha DingZhi ChenTao Lin OriginalPaper 08 September 2017 Pages: 53 - 70
Sensor Deployment Scheme Based on Social Spider Optimization Algorithm for Wireless Sensor Networks Yongquan ZhouRuxin ZhaoChunming Wen OriginalPaper 08 September 2017 Pages: 71 - 94
Temperature-Based Deep Boltzmann Machines Leandro Aparecido Passos Jr.João Paulo Papa OriginalPaper 08 September 2017 Pages: 95 - 107
Gradient Neural Network with Nonlinear Activation for Computing Inner Inverses and the Drazin Inverse Predrag S. StanimirovićMarko D. PetkovićDimitrios Gerontitis OriginalPaper 09 September 2017 Pages: 109 - 133
Fixed-Size Extreme Learning Machines Through Simulated Annealing Madson L. D. DiasLucas S. de SousaAnanda L. Freire OriginalPaper 11 September 2017 Pages: 135 - 151
Supervoxel Segmentation and Bias Correction of MR Image with Intensity Inhomogeneity Jingjing GaoXin DaiMei Xie OriginalPaper 12 September 2017 Pages: 153 - 166
Pseudo Almost Periodic Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays Yi Tang OriginalPaper 13 September 2017 Pages: 167 - 177
Finite-Time Stability for Delayed Complex-Valued BAM Neural Networks Ziye ZhangXiaoping LiuChong Lin OriginalPaper 16 September 2017 Pages: 179 - 193
Driver State Analysis Based on Imperfect Multi-view Evidence Support Yong DuYu WangQinghua Hu OriginalPaper 18 September 2017 Pages: 195 - 217
Determining Approximate Solutions of Nonlinear Ordinary Differential Equations Using Orthogonal Colliding Bodies Optimization Arnapurna PandaSabyasachi Pani OriginalPaper 20 September 2017 Pages: 219 - 243
Robust Stability of Inertial BAM Neural Networks with Time Delays and Uncertainties via Impulsive Effect Wei ZhangTingwen HuangJing Yang OriginalPaper 20 September 2017 Pages: 245 - 256
Knowledge Fusion in Feedforward Artificial Neural Networks Milad I. AkhlaghiSergey V. Sukhov OriginalPaper 20 September 2017 Pages: 257 - 272
L1-Norm GEPSVM Classifier Based on an Effective Iterative Algorithm for Classification He YanQiaolin YeYiqing Xu OriginalPaper 27 September 2017 Pages: 273 - 298
Robust Low Rank Subspace Segmentation via Joint \(\ell _{21} \)-Norm Minimization Wenhua DongXiao-Jun Wu OriginalPaper 09 October 2017 Pages: 299 - 312
A New Virtual Samples-Based CRC Method for Face Recognition Yali PengLingjun LiJie Wu OriginalPaper 12 October 2017 Pages: 313 - 327
Small-Scale Building Load Forecast based on Hybrid Forecast Engine Mohsen MohammadiFaraz TalebpourOveis Abedinia OriginalPaper 14 October 2017 Pages: 329 - 351
Fitness Landscape Analysis of Weight-Elimination Neural Networks Anna BosmanAndries EngelbrechtMardé Helbig OriginalPaper 26 October 2017 Pages: 353 - 373
A Deep Neural Network Based on ELM for Semi-supervised Learning of Image Classification Peiju ChangJiangshe ZhangZengjie Song OriginalPaper 01 November 2017 Pages: 375 - 388
A Multi-Valued Neuron Based Complex ELM Neural Network Francesco GrassoAntonio LuchettaStefano Manetti OriginalPaper 06 November 2017 Pages: 389 - 401
Fast Pedestrian Detection Based on the Selective Window Differential Filter Xin ZuoJifeng ShenYongwei Shan OriginalPaper 09 November 2017 Pages: 403 - 417
Safety-Critical Support Vector Regressor Controller for Nonlinear Systems Kemal Uçakİlker ÜstoğluGülay Öke Günel OriginalPaper 10 November 2017 Pages: 419 - 440
Solitary Wave and Periodic Wave Solutions of Generalized Neutral-Type Neural Networks with Delays Fanchao KongShiping LuZhiguo Luo OriginalPaper 11 November 2017 Pages: 441 - 458
Global Mittag-Leffler Synchronization of Fractional-Order Neural Networks Via Impulsive Control Xujun YangChuandong LiJunjian Huang OriginalPaper 12 November 2017 Pages: 459 - 479
Two Novel Versions of Randomized Feed Forward Artificial Neural Networks: Stochastic and Pruned Stochastic Ömer Faruk Ertuğrul OriginalPaper 13 November 2017 Pages: 481 - 516
A Multimodal Optimization Algorithm Inspired by the States of Matter Erik CuevasAdolfo Reyna-OrtaMargarita-Arimatea Díaz-Cortes OriginalPaper 14 November 2017 Pages: 517 - 556
Synchronization of Heterogeneous Partially Coupled Networks with Heterogeneous Impulses Yaqi WangJianquan LuTasawar Hayat OriginalPaper 15 November 2017 Pages: 557 - 575
The Global Exponential Stability of the Delayed Complex-Valued Neural Networks with Almost Periodic Coefficients and Discontinuous Activations Mingming YanJianlong QiuFawaz Alsaadi OriginalPaper 18 November 2017 Pages: 577 - 601
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks Mohammad Javad ShafieeAkshaya MishraAlexander Wong OriginalPaper 20 November 2017 Pages: 603 - 613
Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization Kavya GuptaAngshul Majumdar BriefCommunication 02 November 2017 Pages: 615 - 629
On Extending the Noncircular Fast Independent Vector Analysis Algorithm to the Noisy Model Guobing QianLiping Li BriefCommunication 20 November 2017 Pages: 631 - 642
