Ausgabe 1/2020
Inhalt (50 Artikel)
Non-iterative Knowledge Fusion in Deep Convolutional Neural Networks
Mikhail Iu. Leontev, Viktoriia Islenteva, Sergey V. Sukhov
Domain Adaptation with Few Labeled Source Samples by Graph Regularization
Jinfeng Li, Weifeng Liu, Yicong Zhou, Dapeng Tao, Liqiang Nie
Entropy-Based Fuzzy Least Squares Twin Support Vector Machine for Pattern Classification
Sugen Chen, Junfeng Cao, Fenglin Chen, Bingbing Liu
Finite-Time Stabilization for Static Neural Networks with Leakage Delay and Time-Varying Delay
Xiaoyu Zhang, Yuan Yuan, Xiaodi Li
Methodologies of Compressing a Stable Performance Convolutional Neural Networks in Image Classification
Mo’taz Al-Hami, Marcin Pietron, Raul Casas, Maciej Wielgosz
ELMAENet: A Simple, Effective and Fast Deep Architecture for Image Classification
Peiju Chang, Jiangshe Zhang, Jinyan Wang, Rongrong Fei
Data-Based Online Optimal Temperature Tracking Control in Continuous Microwave Heating System by Adaptive Dynamic Programming
Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang
Exponential Stability and Sampled-Data Synchronization of Delayed Complex-Valued Memristive Neural Networks
Huilan Li, Xingbao Gao, Ruoxia Li
Attentive Semantic and Perceptual Faces Completion Using Self-attention Generative Adversarial Networks
Xiaowei Liu, Kenli Li, Keqin Li
Speed Up the Training of Neural Machine Translation
Xinyue Liu, Weixuan Wang, Wenxin Liang, Yuangang Li
Synchronous Reluctance Motor Speed Tracking Using a Modified Second-Order Sliding Mode Control Method
Wei-Lung Mao, Chao-Ting Chu, Chung-Wen Hung
Mean-Square Exponential Input-to-State Stability of Stochastic Gene Regulatory Networks with Multiple Time Delays
Guoxiong Xu, Haibo Bao, Jinde Cao
Action Recognition with Multiple Relative Descriptors of Trajectories
Zhongke Liao, Haifeng Hu, Yichu Liu
A Novel Identification-Based Convex Control Scheme via Recurrent High-Order Neural Networks: An Application to the Internal Combustion Engine
Carlos Armenta, Thomas Laurain, Víctor Estrada-Manzo, Miguel Bernal
Complex Projection Synchronization of Fractional-Order Complex-Valued Memristive Neural Networks with Multiple Delays
Dawei Ding, Xiaolei Yao, Hongwei Zhang
Maximum Mean and Covariance Discrepancy for Unsupervised Domain Adaptation
Wenju Zhang, Xiang Zhang, Long Lan, Zhigang Luo
A High Generalizable Feature Extraction Method Using Ensemble Learning and Deep Auto-Encoders for Operational Reliability Assessment of Bearings
Xianguang Kong, Yang Fu, Qibin Wang, Hongbo Ma, Xiaodong Wu, Gang Mao
Finite Time Stability Analysis of Fractional-Order Complex-Valued Memristive Neural Networks with Proportional Delays
M. Syed Ali, G. Narayanan, Zeynep Orman, Vineet Shekher, Sabri Arik
On Infinite Horizon Optimal Control Problems with a Feed Forward Neural Network Scheme
Marziyeh Mortezaee, Alireza Nazemi
Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G
João Gante, Gabriel Falcão, Leonel Sousa
A Novel Geometric Mean Feature Space Discriminant Analysis Method for Hyperspectral Image Feature Extraction
Li Li, Hongwei Ge, Jianqiang Gao, Yixin Zhang, Yubing Tong, Jun Sun
Novel Sufficient Conditions on Periodic Solutions for Discrete-Time Neutral-Type Neural Networks
Dan He, Bin Zhou, Zhengqiu Zhang
Distributed Neuro-Dynamic Algorithm for Price-Based Game in Energy Consumption System
Shifan Wen, Xing He, Tingwen Huang
Improved Data Modeling Using Coupled Artificial Neural Networks
Zvi Boger, Danny Kogan, Nadav Joseph, Yehuda Zeiri
A Unified Self-Stabilizing Neural Network Algorithm for Principal Takagi Component Extraction
Maolin Che, Xuezhong Wang, Yimin Wei
Dimensionality Reduction Using Discriminant Collaborative Locality Preserving Projections
Guoqiang Wang, Lei Gong, Yajun Pang, Nianfeng Shi
Discriminative Face Recognition Methods with Structure and Label Information via -Norm Regularization
Keqi Wang, Haifeng Hu, Lin Li, Tundong Liu
Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection
Guofeng Lin, Wentao Fan
An Improved Flower Pollination Algorithm with Three Strategies and Its Applications
Xin Yang, Yanjun Shen
Non-negative Matrix Factorization with Symmetric Manifold Regularization
Shangming Yang, Yongguo Liu, Qiaoqin Li, Wen Yang, Yi Zhang, Chuanbiao Wen
Random Regrouping and Factorization in Cooperative Particle Swarm Optimization Based Large-Scale Neural Network Training
Cody Dennis, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
Learning Biased SVM with Weighted Within-Class Scatter for Imbalanced Classification
Jing-Jing Zhang, Ping Zhong
AR–ARCH Type Artificial Neural Network for Forecasting
Burcin Seyda Corba, Erol Egrioglu, Ali Zafer Dalar
Traffic Signs Detection for Real-World Application of an Advanced Driving Assisting System Using Deep Learning
Riadh Ayachi, Mouna Afif, Yahia Said, Mohamed Atri
Learning the Graph Edit Costs Based on a Learning Model Applied to Sub-optimal Graph Matching
Pep Santacruz, Francesc Serratosa
Second Order Training and Sizing for the Multilayer Perceptron
Kanishka Tyagi, Son Nguyen, Rohit Rawat, Michael Manry
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization
Wenju Xu, Yuanwei Wu, Wenchi Ma, Guanghui Wang
Tuning Parameter Selection Based on Blocked Cross-Validation for High-Dimensional Linear Regression Model
Xingli Yang, Yu Wang, Ruibo Wang, Mengmeng Chen, Jihong Li
Multi-class Review Rating Classification using Deep Recurrent Neural Network
Junaid Hassan, Umar Shoaib