NPL - 2020 - volume 52 论文列表 |
| 点击这里查看 Neural Processing Letters 的JCR分区、影响因子等信息 |
Volume 52, Number 3, December 2020
Dong Ding Ze Tang Yan Wang Zhicheng Ji
Pedestrian Detection Based on Light-Weighted Separable Convolution for Advanced Driver Assistance Systems.Riadh Ayachi Yahia Said Abdessalem Ben Abdelaali
Output Layer Multiplication for Class Imbalance Problem in Convolutional Neural Networks.Zhao Yang Yuanxin Zhu Tie Liu Sai Zhao Yunyan Wang Dapeng Tao
Forecasting Monthly Tourism Demand Using Enhanced Backpropagation Neural Network.Lin Wang Binrong Wu Qing Zhu Yu-Rong Zeng
Detecting Ordinal Subcascades.Ludwig Lausser Lisa M. Schäfer Silke D. Kühlwein Angelika M. R. Kestler Hans A. Kestler
Evolutionary Denoising-Based Machine Learning for Detecting Knee Disorders.Luca Parisi Narrendar RaviChandran
Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest.Esteban J. Palomo Ezequiel López-Rubio Francisco Ortega-Zamorano Rafaela Benítez-Rochel
Robust Two-Dimensional Linear Discriminant Analysis via Information Divergence. Two-Stage Game Strategy for Multiclass Imbalanced Data Online Prediction.Haiyang Yu Chunyi Chen Huamin Yang
Extracting Classification Rules from Artificial Neural Network Trained with Discretized Inputs. Global Stabilization of Memristive Neural Networks with Leakage and Time-Varying Delays Via Quantized Sliding-Mode Controller.Yuting Cao Bo Sun Zhenyuan Guo Tingwen Huang Zheng Yan Shiping Wen
Cost-sensitive Dictionary Learning for Software Defect Prediction.Liang Niu Jianwu Wan Hongyuan Wang Kaiwei Zhou
EW-Fisher: A Novel Loss Function for Deep Learning-Based Image Co-Segmentation.Xiaopeng Gong Xiabi Liu Xin Duan Yushuo Li
A Robust Least Squares Support Vector Machine Based on L∞-norm.Ting Ke Lidong Zhang Xuechun Ge Hui Lv Min Li
Adaptively Converting Auxiliary Attributes and Textual Embedding for Video Captioning Based on BiLSTM.Shuqin Chen Xian Zhong Lin Li Wenxuan Liu Cheng Gu Luo Zhong
Specialization in Hierarchical Learning Systems. Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods.Özgür Kisi Meysam Alizamir Slavisa Trajkovic Jalal Shiri Sungwon Kim
Complementary Boundary Estimation Network for Temporal Action Proposal Generation. Finite Time Anti-synchronization of Quaternion-Valued Neural Networks with Asynchronous Time-Varying Delays. Locate the Bounding Box of Neural Networks with Intervals.Nikolaos P. Anastasopoulos Ioannis G. Tsoulos Evaggelos Karvounis Alexandros T. Tzallas
Improved Sparsity of Support Vector Machine with Robustness Towards Label Noise Based on Rescaled α-Hinge Loss with Non-smooth Regularizer.Manisha Singla Debdas Ghosh K. K. Shukla
A New Robust Fuzzy Clustering Approach: DBKIFCM. Region Stability and Stabilization of Recurrent Neural Network with Parameter Disturbances.Gang Bao Yue Peng Xue Zhou Shunqi Gong
Adaptive Decision Threshold-Based Extreme Learning Machine for Classifying Imbalanced Multi-label Data.Shang Gao Wenlu Dong Ke Cheng Xibei Yang Shang Zheng Hualong Yu
Low-Rank Discriminative Adaptive Graph Preserving Subspace Learning.Haishun Du Yuxi Wang Fan Zhang Yi Zhou
Robust Biometrics from Motion Wearable Sensors Using a D-vector Approach.Manuel Gil-Martín Rubén San Segundo Ricardo de Córdoba José Manuel Pardo
An LMI Based State Estimation for Fractional-Order Memristive Neural Networks with Leakage and Time Delays.Gnaneswaran Nagamani M. Shafiya G. Soundararajan
Asynchronous l2-l∞ Filtering for Discrete-Time Fuzzy Markov Jump Neural Networks with Unreliable Communication Links.Yigang Zhang Jianwei Xia Xia Huang Jing Wang Hao Shen
Ensemble pruning of ELM via migratory binary glowworm swarm optimization and margin distance minimization.Xuhui Zhu Zhiwei Ni Liping Ni Feifei Jin Meiying Cheng Zhangjun Wu
Stochastic One-Step Training for Feedforward Artificial Neural Networks.Hector Cano-Rocha Raul Gonzalez-Garcia
An Application of Generalized Fuzzy Hyperbolic Model for Solving Fractional Optimal Control Problems with Caputo-Fabrizio Derivative.Marzieh Mortezaee Mehdi Ghovatmand Alireza Nazemi
Deep Plot-Aware Generalized Matrix Factorization for Collaborative Filtering.Xiaoxin Sun Haobo Zhang Meiqi Wang Mengying Yu Minghao Yin Bangzuo Zhang
Bipartite Synchronization Analysis of Fractional Order Coupled Neural Networks with Hybrid Control. Content-Aware Summarization of Broadcast Sports Videos: An Audio-Visual Feature Extraction Approach.Abdullah Aman Khan Jie Shao Waqar Ali Saifullah Tumrani
Parameter-Free Extreme Learning Machine for Imbalanced Classification.Li Li Kaiyi Zhao Ruizhi Sun Jiangzhang Gan Gang Yuan Tong Liu
An Efficient Algorithm Combining Spectral Clustering with Feature Selection.Qimin Luo Guoqiu Wen Leyuan Zhang Mengmeng Zhan
A Style-Specific Music Composition Neural Network.Cong Jin Yun Tie Yong Bai Xin Lv Shouxun Liu
Convolutional Sparse Coded Dynamic Brain Functional Connectivity. Intra- and Inter-modal Multilinear Pooling with Multitask Learning for Video Grounding.Zhou Yu Yijun Song Jun Yu Meng Wang Qingming Huang
Joint Robust Multi-view Spectral Clustering.Tong Liu Gaven Martin Yongxin Zhu Lin Peng Li Li
Using Locality Preserving Projections to Improve the Performance of Kernel Clustering.Mengmeng Zhan Guangquan Lu Guoqiu Wen Leyuan Zhang Lin Wu
Local Structure Preservation for Nonlinear Clustering.Linjun Chen Guangquan Lu Yangding Li Jiaye Li Malong Tan
Sparse Low-Rank and Graph Structure Learning for Supervised Feature Selection.Guoqiu Wen Yonghua Zhu Mengmeng Zhan Malong Tan
Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning.Luyao Liu Zheng Zhang Zi Huang
Joint Feature Selection with Dynamic Spectral Clustering. Extreme Learning Machine for Supervised Classification with Self-paced Learning. Feature-Based Learning in Drug Prescription System for Medical Clinics.Volume 52, Number 2, October 2020
Clarence Tan Marko Sarlija Nikola K. Kasabov
Label Embedding for Multi-label Classification Via Dependence Maximization. Pathological lung segmentation based on random forest combined with deep model and multi-scale superpixels.Caixia Liu Ruibin Zhao Wangli Xie Mingyong Pang
A Dynamic Programming Framework for Large-Scale Online Clustering on Graphs. Unsupervised Optical Flow Estimation Based on Improved Feature Pyramid.Bo Yang Huan Xie Hongbin Li Nuohan Li Anchang Liu Zhigang Ren Kuan Ye Rong Zhu Xuezhi Xiang
Logic Negation with Spiking Neural P Systems.Daniel Rodríguez-Chavarría Miguel A. Gutiérrez-Naranjo Joaquín Borrego-Díaz
Semi-supervised Weighted Ternary Decision Structure for Multi-category Classification.Pooja Saigal Reshma Rastogi Suresh Chandra
A Novel Solution of Using Deep Learning for White Blood Cells Classification: Enhanced Loss Function with Regularization and Weighted Loss (ELFRWL).Jaya Basnet Abeer Alsadoon P. W. C. Prasad Sarmad Al Aloussi Omar Hisham Alsadoon
A Review of Dynamic Maps for 3D Human Motion Recognition Using ConvNets and Its Improvement.Zhimin Gao Pichao Wang Huogen Wang Mingliang Xu Wanqing Li
Time Series Prediction Method Based on Variant LSTM Recurrent Neural Network.Jiaojiao Hu Xiaofeng Wang Ying Zhang Depeng Zhang Meng Zhang Jianru Xue
Flight Delay Prediction Using Deep Convolutional Neural Network Based on Fusion of Meteorological Data.Jingyi Qu Ting Zhao Meng Ye Jiayi Li Chao Liu
Content-Based Bipartite User-Image Correlation for Image Recommendation.Meng Jian Ting Jia Lifang Wu Lei Zhang Dong Wang
Partial Pinning Control for the Synchronization of Fractional-Order Directed Complex Networks.Fengyi Liu Yongqing Yang Aihua Hu Li Li
SNRNet: A Deep Learning-Based Network for Banknote Serial Number Recognition.Zhijie Lin Zhaoshui He Peitao Wang Beihai Tan Jun Lu YuLei Bai
Hyper Autoencoders. Exponential Synchronization of Complex-Valued Neural Networks Via Average Impulsive Interval Strategy.Mei Liu Zhanfeng Li Haijun Jiang Cheng Hu Zhiyong Yu
Finite/Fixed-Time Bipartite Synchronization of Coupled Delayed Neural Networks Under a Unified Discontinuous Controller.Haocong Wu Xia Wang Xiaoyang Liu Jinde Cao
Feature Selection Method Based on Differential Correlation Information Entropy.Xiujuan Wang Yixuan Yan Xiaoyue Ma
Robust Subspace Clustering via Latent Smooth Representation Clustering. A New Fixed-Time Stability Criterion and Its Application to Synchronization Control of Memristor-Based Fuzzy Inertial Neural Networks with Proportional Delay.Yadan Zhang Minghui Jiang Xue Fang
Fixed-Time Synchronization of Complex-Valued Memristor-Based Neural Networks with Impulsive Effects. Conditional Generative Adversarial Networks with Multi-scale Discriminators for Prostate MRI Segmentation.Jun He Xinke Li Ninghui Liu Shu Zhan
Synchronization of Stochastic Complex Dynamical Networks with Mixed Time-Varying Coupling Delays.M. Syed Ali M. Usha Ahmed Alsaedi Bashir Ahmad
A Novel Combined Model for Short-Term Electric Load Forecasting Based on Whale Optimization Algorithm.Zhihao Shang Zhaoshuang He Yanru Song Yi Yang Lian Li Yanhua Chen
Improved Stabilization Results for Markovian Switching CVNNs with Partly Unknown Transition Rates. Bifurcation Mechanisation of a Fractional-Order Neural Network with Unequal Delays. Super-Resolution Based Automatic Diagnosis of Retinal Disease Detection for Clinical Applications.Vylala Anoop Plakkottu Radhakrishnan Bipin
An Analysis of Activation Function Saturation in Particle Swarm Optimization Trained Neural Networks.Cody Dennis Andries P. Engelbrecht Beatrice M. Ombuki-Berman
Radical and Stroke-Enhanced Chinese Word Embeddings Based on Neural Networks.Shirui Wang Wen'an Zhou Qiang Zhou
Approximately Optimal Control of Discrete-Time Nonlinear Switched Systems Using Globalized Dual Heuristic Programming.Chaoxu Mu Kaiju Liao Ling Ren Zhongke Gao
H∞ State Estimation of Static Neural Networks with Mixed Delay.Shuchen Wu Xiuping Han Xiaodi Li
Hierarchical Deep Neural Network for Image Captioning.Yuting Su Yuqian Li Ning Xu An-An Liu
3D Model Retrieval Using Bipartite Graph Matching Based on Attention.Shanlin Sun Yun Li Yunfeng Xie Zhicheng Tan Xing Yao Rongyao Zhang
Pairwise Generalization Network for Cross-Domain Image Recognition. Construction of Retinal Vessel Segmentation Models Based on Convolutional Neural Network.Qiangguo Jin Qi Chen Zhaopeng Meng Bing Wang Ran Su
Hierarchical Temporal Fusion of Multi-grained Attention Features for Video Question Answering.Shaoning Xiao Yimeng Li Yunan Ye Long Chen Shiliang Pu Zhou Zhao Jian Shao Jun Xiao
A Multi-modality Sensor System for Unmanned Surface Vehicle.Hao Liu Jie Nie Yingjian Liu Yingying Wu Hanxing Wang Fangchao Qu Wei Liu Yangyang Li
Unsupervised Learning Approach for Abnormal Event Detection in Surveillance Video by Hybrid Autoencoder.Fuqiang Zhou Lin Wang Zuoxin Li Wangxia Zuo Haishu Tan
An Abstract Painting Generation Method Based on Deep Generative Model. Refocused Attention: Long Short-Term Rewards Guided Video Captioning.Volume 52, Number 1, August 2020
Dongsheng Xu Chengqiang Xu Ming Liu
Consistent Discriminant Correlation Analysis.Enhao Zhang Xiaohong Chen Liping Wang
Semi-supervised Learning Algorithm Based on Linear Lie Group for Imbalanced Multi-class Classification. Multi-geometric Sparse Subspace Clustering. SAOSA: Stable Adaptive Optimization for Stacked Auto-encoders.Ali Moradi Vartouni Mohammad Teshnehlab Saeed Sedighian Kashi
Multilayer Convolutional Neural Network to Filter Low Quality Content from Quora. Intra-layer Synchronization in Duplex Networks with Time-Varying Delays and Stochastic Perturbations Under Impulsive Control.Jinsen Zhuang Yan Zhou Yonghui Xia
An Improved Crow Search Algorithm for Test Data Generation Using Search-Based Mutation Testing. A New Supervised Clustering Framework Using Multi Discriminative Parts and Expectation-Maximization Approach for a Fine-Grained Animal Breed Classification (SC-MPEM).Sundaram Divya Meena Loganathan Agilandeeswari
Li-Function Activated Zhang Neural Network for Online Solution of Time-Varying Linear Matrix Inequality. GrasNet: A Simple Grassmannian Network for Image Set Classification. A Novel Technique for Segmentation of High Resolution Remote Sensing Images Based on Neural Networks. Wireless Sensor Network Based Smart Grid Supported by a Cognitively Driven Load Management Decision Making.Arifa Sultana Aroop Bardalai Kandarpa Kumar Sarma
Anti-synchronization of a Class Of Fuzzy Memristive Competitive Neural Networks with Different Time Scales.Shanshan Ren Yong Zhao Yonghui Xia
PSSA: Polar Coordinate Salp Swarm Algorithm for Curve Design Problems.Zhehong Xiang Yongquan Zhou Qifang Luo Chunming Wen
Fractional Order Echo State Network for Time Series Prediction. Latent-MVCNN: 3D Shape Recognition Using Multiple Views from Pre-defined or Random Viewpoints.Qian Yu Chengzhuan Yang Honghui Fan Hui Wei
Adaptive Sampled-Data Observer Design for a Class of Nonlinear Systems with Unknown Hysteresis. Path Capsule Networks. Global Exponential Stability of Hybrid Non-autonomous Neural Networks with Markovian Switching. Fast and Memory-Efficient Import Vector Domain Description.Sergio Decherchi Andrea Cavalli
Fixed-Time Lag Synchronization Analysis for Delayed Memristor-Based Neural Networks.Xiahedan Haliding Haijun Jiang Abdujelil Abdurahman Cheng Hu
Unsupervised Domain Adaptation via Discriminative Classes-Center Feature Learning in Adversarial Network. Fukunaga-Koontz Convolutional Network with Applications on Character Classification.Bernardo B. Gatto Eulanda Miranda dos Santos Kazuhiro Fukui Waldir S. S. Junior Kenny V. dos Santos
An Enhanced Extreme Learning Machine Based on Liu Regression.Hasan Yildirim M. Revan Özkale
Quantized Control for Synchronization of Delayed Fractional-Order Memristive Neural Networks.Yingjie Fan Xia Huang Zhen Wang Jianwei Xia Hao Shen
Spikes and Nets (S&N): A New Fast, Parallel Computing, Point Process Software for Multineuronal Discharge and Connectivity Analysis.Carlos Valle Maria Rodriguez-Fernandez Antonio Eblen-Zajjur
Learning Stable Robust Adaptive NARMA Controller for UAV and Its Application to Twin Rotor MIMO Systems.Parvm Bulucu Mehmet Ugur Soydemir Savas Sahin Aykut Kocaoglu Cüneyt Güzelis
Semantic Image Segmentation with Improved Position Attention and Feature Fusion.Hegui Zhu Yan Miao Xiangde Zhang
Dual-Path Part-Level Method for Visible-Infrared Person Re-identification.Xuezhi Xiang Ning Lv Mingliang Zhai Rokia Abdeen Abdulmotaleb El-Saddik
Finite-Time Synchronization of Hybrid-Coupled Delayed Dynamic Networks via Aperiodically Intermittent Control.Taiyan Jing Daoyuan Zhang Tailong Jing
Remerging Feigenbaum Trees, Coexisting Behaviors and Bursting Oscillations in a Novel 3D Generalized Hopfield Neural Network.Zeric Tabekoueng Njitacke C. Laura Matze M. Fouodji Tsotsop Jacques Kengne
GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map. Optimal Control Based on Neuro Estimator for Fractional Order Uncertain Non-linear Continuous-Time Systems.Gholamreza Nassajian Saeed Balochian
A Context Based Deep Temporal Embedding Network in Action Recognition.Maryam Koohzadi Nasrollah Moghadam Charkari
Deep Learning Neural Network for Unconventional Images Classification.Wei Xu Hamid Parvin Hadi Izadparast
Binary Output Layer of Extreme Learning Machine for Solving Multi-class Classification Problems.Sibo Yang Chao Zhang Yuan Bao Jie Yang Wei Wu
Time Series, Spectral Densities and Robust Functional Clustering.Diego Rivera-García Luis Angel García-Escudero Agustín Mayo-Íscar Joaquín Ortega
An Evaluation of Equity Premium Prediction Using Multiple Kernel Learning with Financial Features.Argimiro Arratia Lluís A. Belanche Luis Fábregues
Machine Learning Nowcasting of PV Energy Using Satellite Data.Alejandro Catalina Alberto Torres-Barrán Carlos M. Alaíz José R. Dorronsoro
A Multi-resolution Approximation for Time Series.Heider Sanchez Benjamin Bustos
Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing.Manuel Dorado-Moreno Pedro Antonio Gutiérrez Laura Cornejo-Bueno Luis Prieto Sancho Salcedo-Sanz César Hervás-Martínez
Fuzzy Time Series Models Using Pliant- and Asymptotically Pliant Arithmetic-Based Inference.József Dombi Tamás Jónás Zsuzsanna Eszter Tóth
Application of Quantile Graphs to the Automated Analysis of EEG Signals.Andriana S. L. O. Campanharo Erwin Doescher Fernando M. Ramos
Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017.