\(H_{\infty }\) State Estimation for Stochastic Jumping Neural Networks with Fading Channels Over a Finite-Time Interval Liang ShenHao ShenXia Huang OriginalPaper 24 October 2018 Pages: 1 - 18
LocalBoost: A Parallelizable Approach to Boosting Classifiers Carlos ValleRicardo ÑanculefClaudio Moraga OriginalPaper 28 September 2018 Pages: 19 - 41
Improved Recognition Results of Medieval Handwritten Gurmukhi Manuscripts Using Boosting and Bagging Methodologies Munish KumarSimpel Rani JindalGurpreet Singh Lehal OriginalPaper 08 September 2018 Pages: 43 - 56
Enhance the Performance of Deep Neural Networks via L2 Regularization on the Input of Activations Guang ShiJiangshe ZhangChangpeng Wang OriginalPaper 24 September 2018 Pages: 57 - 75
SALA: A Self-Adaptive Learning Algorithm—Towards Efficient Dynamic Route Guidance in Urban Traffic Networks Liping YanWenbin HuSimon Hu OriginalPaper 02 June 2018 Pages: 77 - 101
Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory Pengfei CaoZhongyi YangRenchu Guan OriginalPaper Open access 11 January 2019 Pages: 103 - 119
Piecewise Polynomial Activation Functions for Feedforward Neural Networks Ezequiel López-RubioFrancisco Ortega-ZamoranoJosé Muñoz-Pérez OriginalPaper 10 January 2019 Pages: 121 - 147
Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning Younghoon LeeMinki ChungJinhae Choi OriginalPaper 02 January 2019 Pages: 149 - 164
A Primal Framework for Indefinite Kernel Learning Hui XueLin WangYunyun Wang OriginalPaper 10 June 2019 Pages: 165 - 188
Semi-supervised One-Pass Multi-view Learning with Variable Features and Views Changming ZhuDuoqian Miao OriginalPaper 12 April 2019 Pages: 189 - 226
Robust \(H_\infty \) Filtering of Stochastic Switched Complex Dynamical Networks with Parameter Uncertainties, Disturbances, and Time-Varying Delays M. Syed AliJ. YogambigaiFaris Alzahrani OriginalPaper 20 April 2019 Pages: 227 - 245
Graph Regularized Sparse Autoencoders with Nonnegativity Constraints Yueyang TengYichao LiuGe Wang OriginalPaper 12 April 2019 Pages: 247 - 262
Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network Diem-Phuc TranVan-Dung Hoang OriginalPaper 02 May 2019 Pages: 263 - 282
Multi-object Tracking by Joint Detection and Identification Learning Bo KeHuicheng ZhengYe Li OriginalPaper 06 May 2019 Pages: 283 - 296
Pseudo Almost Periodic Solution of Recurrent Neural Networks with D Operator on Time Scales Chaouki AouitiEl Abed AssaliImen Ben Gharbia OriginalPaper 24 May 2019 Pages: 297 - 320
Improved GNN Models for Constant Matrix Inversion Predrag S. StanimirovićMarko D. Petković OriginalPaper 28 March 2019 Pages: 321 - 339
Stability Switches and Hopf Bifurcation of a Neuron System with both Leakage and Distributed Delays Yi YaoMin XiaoQiankun Song OriginalPaper 11 September 2018 Pages: 341 - 355
Sampled-Data State Estimation of Neutral Type Neural Networks with Mixed Time-Varying Delays M. Syed AliN. GunasekaranYoung Hoon Joo OriginalPaper 31 October 2018 Pages: 357 - 378
Action Recognition Using Multiple Pooling Strategies of CNN Features Haifeng HuZhongke LiaoXiang Xiao OriginalPaper 03 October 2018 Pages: 379 - 396
Age-Invariant Face Recognition Using Coupled Similarity Reference Coding Yongbo WuHaifeng HuHaoxi Li OriginalPaper 04 October 2018 Pages: 397 - 411
Stability Analysis in a Class of Markov Switched Stochastic Hopfield Neural Networks Lichao FengJinde CaoLei Liu OriginalPaper 06 September 2018 Pages: 413 - 430
Image Caption with Endogenous–Exogenous Attention Teng WangHaifeng HuChen He OriginalPaper 09 January 2019 Pages: 431 - 443
General Decay Lag Synchronization for Competitive Neural Networks with Constant Delays Malika SaderAbdujelil AbdurahmanHaijun Jiang OriginalPaper 22 January 2019 Pages: 445 - 457
Exponential Synchronization of Stochastic Memristive Neural Networks with Time-Varying Delays Ruoxia LiXingbao GaoJinde Cao OriginalPaper 06 February 2019 Pages: 459 - 475
Sign Normalised Hammerstein Spline Adaptive Filtering Algorithm in an Impulsive Noise Environment Chang LiuZhi ZhangXiao Tang OriginalPaper 06 February 2019 Pages: 477 - 496
A Forecasting Framework Based on Kalman Filter Integrated Multivariate Local Polynomial Regression: Application to Urban Water Demand Guoqiang ChenTianyu LongJin Zhang OriginalPaper 05 April 2019 Pages: 497 - 513
Synchronization of Switched Coupled Neural Networks with Distributed Impulsive Effects: An Impulsive Strength Dependent Approach Huan ZhangWenbing ZhangYing Cui OriginalPaper 20 March 2019 Pages: 515 - 529
Weighted Channel-Wise Decomposed Convolutional Neural Networks Yao LuGuangming LuYuanrong Xu OriginalPaper 04 April 2019 Pages: 531 - 548
Adaptive Syncretic Attention for Constrained Image Captioning Liang YangHaifeng Hu OriginalPaper 26 April 2019 Pages: 549 - 564
Asymptotical Stability of Riemann–Liouville Fractional-Order Neutral-Type Delayed Projective Neural Networks Jin-dong LiZeng-bao WuNan-jing Huang OriginalPaper 28 May 2019 Pages: 565 - 579
Stability Analysis of Fractional Order Hopfield Neural Networks with Optimal Discontinuous Control Lingzhong ZhangYongqing Yang OriginalPaper 07 June 2019 Pages: 581 - 593
New Results on Periodicity of Non-autonomous Inertial Neural Networks Involving Non-reduced Order Method Chuangxia HuangLuanshan YangBingwen Liu OriginalPaper 01 July 2019 Pages: 595 - 606
Finite-Time Stability for Caputo–Katugampola Fractional-Order Time-Delayed Neural Networks Assaad JmalAbdellatif Ben MakhloufOmar Naifar OriginalPaper 11 June 2019 Pages: 607 - 621
An Ar2p Deep Learning Architecture for the Discovery and the Selection of Features E. PuertoJ. AguilarJ. Reyes OriginalPaper 13 July 2019 Pages: 623 - 643
An Alternative Approach for Setting the Optimum Coupling Parameters Among the Neural Central Pattern Generators Considering the Amplitude and the Phase Error Calculations Nimet KorkmazRecai Kılıç OriginalPaper 03 July 2019 Pages: 645 - 667
Event-Triggered Distributed Cooperative Learning Algorithms over Networks via Wavelet Approximation Hao DaiJin XieWeisheng Chen OriginalPaper 08 April 2019 Pages: 669 - 700
Fuzzy One-Class Extreme Auto-encoder Hualong YuDan SunQi Wang OriginalPaper 01 November 2018 Pages: 701 - 727
Exponential Stability of Positive Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays Songlin Xiao OriginalPaper 31 August 2018 Pages: 729 - 740
A Comparative Study of Suitability of Certain Features in Classification of Bharatanatyam Mudra Images Using Artificial Neural Network Basavaraj S. AnamiVenkatesh A. Bhandage OriginalPaper 24 September 2018 Pages: 741 - 769
Application of Strong Arcs in m-Polar Fuzzy Graphs Sonia MandalSankar SahooMadhumangal Pal OriginalPaper 11 October 2018 Pages: 771 - 784
Robust Affine Subspace Clustering via Smoothed \(\ell _{0}\)-Norm Wenhua DongXiao-jun Wu OriginalPaper 06 December 2018 Pages: 785 - 797
From Night to Day: GANs Based Low Quality Image Enhancement Yingying MengDeqiang KongYao Zhao OriginalPaper 05 January 2019 Pages: 799 - 814
A New LMI Approach to Finite and Fixed Time Stabilization of High-Order Class of BAM Neural Networks with Time-Varying Delays Chaouki AouitiXiaodi LiFoued Miaadi OriginalPaper 25 October 2018 Pages: 815 - 838
Corpus Analysis Using Relaxed Conjugate Gradient Neural Network Training Algorithm Mostafa Borhani OriginalPaper 27 October 2018 Pages: 839 - 849
Stability Analysis for a Class of Impulsive Bidirectional Associative Memory (BAM) Neural Networks with Distributed Delays and Leakage Time-Varying Delays Chaouki AouitiEl Abed Assali OriginalPaper 08 November 2018 Pages: 851 - 885
Classification of Gait Patterns Using Kinematic and Kinetic Features, Gait Dynamics and Neural Networks in Patients with Unilateral Anterior Cruciate Ligament Deficiency Wei ZengShiek Abdullah IsmailEvangelos Pappas OriginalPaper 13 December 2018 Pages: 887 - 909
Synthesization of Multi-valued Associative High-Capacity Memory Based on Continuous Networks with a Class of Non-smooth Linear Nondecreasing Activation Functions Chunlin ShaHongyong ZhaoYuzhen Bai OriginalPaper 27 November 2018 Pages: 911 - 932
An Efficient SMO Algorithm for Solving Non-smooth Problem Arising in \(\varepsilon \)-Insensitive Support Vector Regression Aykut Kocaoğlu OriginalPaper 09 January 2019 Pages: 933 - 955
On Incremental Learning for Gradient Boosting Decision Trees Chongsheng ZhangYuan ZhangXiajiong Shen OriginalPaper 13 February 2019 Pages: 957 - 987
A Hybride Active Contour Model Driven by Global and Local Image Information Xu LiHairong LiuYu Xing OriginalPaper 12 February 2019 Pages: 989 - 1003
