Ausgabe 1/2019
Inhalt (51 Artikel)
State Estimation for Stochastic Jumping Neural Networks with Fading Channels Over a Finite-Time Interval
Liang Shen, Hao Shen, Mingming Gao, Yajuan Liu, Xia Huang
LocalBoost: A Parallelizable Approach to Boosting Classifiers
Carlos Valle, Ricardo Ñanculef, Héctor Allende, Claudio Moraga
Improved Recognition Results of Medieval Handwritten Gurmukhi Manuscripts Using Boosting and Bagging Methodologies
Munish Kumar, Simpel Rani Jindal, M. K. Jindal, Gurpreet Singh Lehal
Enhance the Performance of Deep Neural Networks via L2 Regularization on the Input of Activations
Guang Shi, Jiangshe Zhang, Huirong Li, Changpeng Wang
SALA: A Self-Adaptive Learning Algorithm—Towards Efficient Dynamic Route Guidance in Urban Traffic Networks
Liping Yan, Wenbin Hu, Simon Hu
Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory
Pengfei Cao, Zhongyi Yang, Liang Sun, Yanchun Liang, Mary Qu Yang, Renchu Guan
Piecewise Polynomial Activation Functions for Feedforward Neural Networks
Ezequiel López-Rubio, Francisco Ortega-Zamorano, Enrique Domínguez, José Muñoz-Pérez
Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning
Younghoon Lee, Minki Chung, Sungzoon Cho, Jinhae Choi
Semi-supervised One-Pass Multi-view Learning with Variable Features and Views
Changming Zhu, Duoqian Miao
Robust Filtering of Stochastic Switched Complex Dynamical Networks with Parameter Uncertainties, Disturbances, and Time-Varying Delays
M. Syed Ali, J. Yogambigai, Faris Alzahrani
Graph Regularized Sparse Autoencoders with Nonnegativity Constraints
Yueyang Teng, Yichao Liu, Jinliang Yang, Chen Li, Shouliang Qi, Yan Kang, Fenglei Fan, Ge Wang
Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network
Diem-Phuc Tran, Van-Dung Hoang
Multi-object Tracking by Joint Detection and Identification Learning
Bo Ke, Huicheng Zheng, Lvran Chen, Zhiwei Yan, Ye Li
Pseudo Almost Periodic Solution of Recurrent Neural Networks with D Operator on Time Scales
Chaouki Aouiti, El Abed Assali, Imen Ben Gharbia
Stability Switches and Hopf Bifurcation of a Neuron System with both Leakage and Distributed Delays
Yi Yao, Min Xiao, Jinde Cao, Chengdai Huang, Qiankun Song
Sampled-Data State Estimation of Neutral Type Neural Networks with Mixed Time-Varying Delays
M. Syed Ali, N. Gunasekaran, Young Hoon Joo
Action Recognition Using Multiple Pooling Strategies of CNN Features
Haifeng Hu, Zhongke Liao, Xiang Xiao
Age-Invariant Face Recognition Using Coupled Similarity Reference Coding
Yongbo Wu, Haifeng Hu, Haoxi Li
Stability Analysis in a Class of Markov Switched Stochastic Hopfield Neural Networks
Lichao Feng, Jinde Cao, Lei Liu
General Decay Lag Synchronization for Competitive Neural Networks with Constant Delays
Malika Sader, Abdujelil Abdurahman, Haijun Jiang
Exponential Synchronization of Stochastic Memristive Neural Networks with Time-Varying Delays
Ruoxia Li, Xingbao Gao, Jinde Cao
Sign Normalised Hammerstein Spline Adaptive Filtering Algorithm in an Impulsive Noise Environment
Chang Liu, Zhi Zhang, Xiao Tang
A Forecasting Framework Based on Kalman Filter Integrated Multivariate Local Polynomial Regression: Application to Urban Water Demand
Guoqiang Chen, Tianyu Long, Yun Bai, Jin Zhang
Synchronization of Switched Coupled Neural Networks with Distributed Impulsive Effects: An Impulsive Strength Dependent Approach
Huan Zhang, Wenbing Zhang, Qingying Miao, Ying Cui
Asymptotical Stability of Riemann–Liouville Fractional-Order Neutral-Type Delayed Projective Neural Networks
Jin-dong Li, Zeng-bao Wu, Nan-jing Huang
Stability Analysis of Fractional Order Hopfield Neural Networks with Optimal Discontinuous Control
Lingzhong Zhang, Yongqing Yang
New Results on Periodicity of Non-autonomous Inertial Neural Networks Involving Non-reduced Order Method
Chuangxia Huang, Luanshan Yang, Bingwen Liu
Finite-Time Stability for Caputo–Katugampola Fractional-Order Time-Delayed Neural Networks
Assaad Jmal, Abdellatif Ben Makhlouf, A. M. Nagy, Omar Naifar
An Ar2p Deep Learning Architecture for the Discovery and the Selection of Features
E. Puerto, J. Aguilar, R. Vargas, J. Reyes
Event-Triggered Distributed Cooperative Learning Algorithms over Networks via Wavelet Approximation
Hao Dai, Jin Xie, Weisheng Chen
Fuzzy One-Class Extreme Auto-encoder
Hualong Yu, Dan Sun, Xiaoyan Xi, Xibei Yang, Shang Zheng, Qi Wang
A Comparative Study of Suitability of Certain Features in Classification of Bharatanatyam Mudra Images Using Artificial Neural Network
Basavaraj S. Anami, Venkatesh A. Bhandage
Application of Strong Arcs in m-Polar Fuzzy Graphs
Sonia Mandal, Sankar Sahoo, Ganesh Ghorai, Madhumangal Pal
From Night to Day: GANs Based Low Quality Image Enhancement
Yingying Meng, Deqiang Kong, Zhenfeng Zhu, Yao Zhao
A New LMI Approach to Finite and Fixed Time Stabilization of High-Order Class of BAM Neural Networks with Time-Varying Delays
Chaouki Aouiti, Xiaodi Li, Foued Miaadi
Classification of Gait Patterns Using Kinematic and Kinetic Features, Gait Dynamics and Neural Networks in Patients with Unilateral Anterior Cruciate Ligament Deficiency
Wei Zeng, Shiek Abdullah Ismail, Yoong Ping Lim, Richard Smith, Evangelos Pappas
Synthesization of Multi-valued Associative High-Capacity Memory Based on Continuous Networks with a Class of Non-smooth Linear Nondecreasing Activation Functions
Chunlin Sha, Hongyong Zhao, Yuan Yuan, Yuzhen Bai
On Incremental Learning for Gradient Boosting Decision Trees
Chongsheng Zhang, Yuan Zhang, Xianjin Shi, George Almpanidis, Gaojuan Fan, Xiajiong Shen
A Hybride Active Contour Model Driven by Global and Local Image Information
Xu Li, Hairong Liu, Yu Xing
Image Captioning Using Region-Based Attention Joint with Time-Varying Attention
Weixuan Wang, Haifeng Hu