Volume 52, Issue 3

Search all Neural Processing Letters articles

December 2020

Special Issue: Neural and Shallow Methods Feature Learning

Issue Editors:

Xiaofeng Zhu,
Qing Xie,
Mingjeong Kim

48 articles in this issue

Feature-Based Learning in Drug Prescription System for Medical Clinics
Wee Pheng Goh
Xiaohui Tao
Jianming Yong
OriginalPaper 02 July 2020 Pages: 1703 - 1721
Extreme Learning Machine for Supervised Classification with Self-paced Learning
Li Li
Kaiyi Zhao
Saihua Cai
OriginalPaper 14 June 2020 Pages: 1723 - 1744
Joint Feature Selection with Dynamic Spectral Clustering
Tong Liu
Gaven Martin
OriginalPaper 02 March 2020 Pages: 1745 - 1763
Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning
Luyao Liu
Zheng Zhang
Zi Huang
OriginalPaper 16 March 2020 Pages: 1765 - 1791
Sparse Low-Rank and Graph Structure Learning for Supervised Feature Selection
Guoqiu Wen
Yonghua Zhu
Malong Tan
OriginalPaper 24 May 2020 Pages: 1793 - 1809
Local Structure Preservation for Nonlinear Clustering
Linjun Chen
Guangquan Lu
Malong Tan
OriginalPaper 28 May 2020 Pages: 1811 - 1826
Using Locality Preserving Projections to Improve the Performance of Kernel Clustering
Mengmeng Zhan
Guangquan Lu
Lin Wu
OriginalPaper 20 May 2020 Pages: 1827 - 1842
Joint Robust Multi-view Spectral Clustering
Tong Liu
Gaven Martin
Li Li
OriginalPaper 01 May 2020 Pages: 1843 - 1862
Intra- and Inter-modal Multilinear Pooling with Multitask Learning for Video Grounding
Zhou Yu
Yijun Song
Qingming Huang
OriginalPaper 24 February 2020 Pages: 1863 - 1879
Convolutional Sparse Coded Dynamic Brain Functional Connectivity
Jin Yan
Yingying Zhu
OriginalPaper 24 August 2020 Pages: 1881 - 1892
A Style-Specific Music Composition Neural Network
Cong Jin
Yun Tie
Shouxun Liu
OriginalPaper 09 June 2020 Pages: 1893 - 1912
An Efficient Algorithm Combining Spectral Clustering with Feature Selection
Qimin Luo
Guoqiu Wen
Mengmeng Zhan
OriginalPaper 09 July 2020 Pages: 1913 - 1925
Parameter-Free Extreme Learning Machine for Imbalanced Classification
Li Li
Kaiyi Zhao
Tong Liu
OriginalPaper 17 June 2020 Pages: 1927 - 1944
Content-Aware Summarization of Broadcast Sports Videos: An Audio–Visual Feature Extraction Approach
Abdullah Aman Khan
Jie Shao
Saifullah Tumrani
OriginalPaper 04 February 2020 Pages: 1945 - 1968
Bipartite Synchronization Analysis of Fractional Order Coupled Neural Networks with Hybrid Control
Lingzhong Zhang
Yongqing Yang
OriginalPaper 24 September 2020 Pages: 1969 - 1981
Deep Plot-Aware Generalized Matrix Factorization for Collaborative Filtering
Xiaoxin Sun
Haobo Zhang
Bangzuo Zhang
OriginalPaper 14 August 2020 Pages: 1983 - 1995
An Application of Generalized Fuzzy Hyperbolic Model for Solving Fractional Optimal Control Problems with Caputo–Fabrizio Derivative
Marzieh Mortezaee
Mehdi Ghovatmand
Alireza Nazemi
OriginalPaper 29 September 2020 Pages: 1997 - 2020
Stochastic One-Step Training for Feedforward Artificial Neural Networks
Hector Cano-Rocha
Raul Gonzalez-Garcia
OriginalPaper 24 September 2020 Pages: 2021 - 2041
Ensemble pruning of ELM via migratory binary glowworm swarm optimization and margin distance minimization
Xuhui Zhu
Zhiwei Ni
Zhangjun Wu
OriginalPaper 21 September 2020 Pages: 2043 - 2067
Asynchronous \(l_{2}\)–\(l_{\infty }\) Filtering for Discrete-Time Fuzzy Markov Jump Neural Networks with Unreliable Communication Links
Yigang Zhang
Jianwei Xia
Hao Shen
OriginalPaper 08 September 2020 Pages: 2069 - 2088
An LMI Based State Estimation for Fractional-Order Memristive Neural Networks with Leakage and Time Delays
G. Nagamani
M. Shafiya
G. Soundararajan
OriginalPaper 04 September 2020 Pages: 2089 - 2108
Robust Biometrics from Motion Wearable Sensors Using a D-vector Approach
Manuel Gil-Martín
Rubén San-Segundo
José Manuel Pardo
OriginalPaper 07 September 2020 Pages: 2109 - 2125
Low-Rank Discriminative Adaptive Graph Preserving Subspace Learning
Haishun Du
Yuxi Wang
Yi Zhou
OriginalPaper 04 September 2020 Pages: 2127 - 2149
Adaptive Decision Threshold-Based Extreme Learning Machine for Classifying Imbalanced Multi-label Data
Shang Gao
Wenlu Dong
Hualong Yu
OriginalPaper 11 September 2020 Pages: 2151 - 2173
Region Stability and Stabilization of Recurrent Neural Network with Parameter Disturbances
Gang Bao
Yue Peng
Shunqi Gong
OriginalPaper 07 September 2020 Pages: 2175 - 2188
A New Robust Fuzzy Clustering Approach: DBKIFCM
Anjana Gosain
Sonika Dahiya
OriginalPaper 20 September 2020 Pages: 2189 - 2210
Improved Sparsity of Support Vector Machine with Robustness Towards Label Noise Based on Rescaled \(\alpha \)-Hinge Loss with Non-smooth Regularizer
Manisha Singla
Debdas Ghosh
K. K. Shukla
OriginalPaper 15 September 2020 Pages: 2211 - 2239
Locate the Bounding Box of Neural Networks with Intervals
Nikolaos Anastasopoulos
Ioannis G. Tsoulos
Alexandros Tzallas
OriginalPaper 11 September 2020 Pages: 2241 - 2251
Finite Time Anti-synchronization of Quaternion-Valued Neural Networks with Asynchronous Time-Varying Delays
Zihan Li
Xiwei Liu
OriginalPaper 10 September 2020 Pages: 2253 - 2274
Complementary Boundary Estimation Network for Temporal Action Proposal Generation
Jinding Wang
Haifeng Hu
OriginalPaper 17 September 2020 Pages: 2275 - 2295
Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods
Ozgur Kisi
Meysam Alizamir
Sungwon Kim
OriginalPaper 20 September 2020 Pages: 2297 - 2318
Specialization in Hierarchical Learning Systems
Heinke Hihn
Daniel A. Braun
OriginalPaper Open access 30 September 2020 Pages: 2319 - 2352
Adaptively Converting Auxiliary Attributes and Textual Embedding for Video Captioning Based on BiLSTM
Shuqin Chen
Xian Zhong
Luo Zhong
OriginalPaper 19 September 2020 Pages: 2353 - 2369
A Robust Least Squares Support Vector Machine Based on L_∞-norm
Ting Ke
Lidong Zhang
Min Li
OriginalPaper 23 September 2020 Pages: 2371 - 2397
EW-Fisher: A Novel Loss Function for Deep Learning-Based Image Co-Segmentation
Xiaopeng Gong
Xiabi Liu
Yushuo Li
OriginalPaper 22 September 2020 Pages: 2399 - 2413
Cost-sensitive Dictionary Learning for Software Defect Prediction
Liang Niu
Jianwu Wan
Kaiwei Zhou
OriginalPaper 25 September 2020 Pages: 2415 - 2449
Global Stabilization of Memristive Neural Networks with Leakage and Time-Varying Delays Via Quantized Sliding-Mode Controller
Yuting Cao
Bo Sun
Shiping Wen
OriginalPaper 30 September 2020 Pages: 2451 - 2468
Extracting Classification Rules from Artificial Neural Network Trained with Discretized Inputs
Dounia Yedjour
OriginalPaper 12 October 2020 Pages: 2469 - 2491
Two-Stage Game Strategy for Multiclass Imbalanced Data Online Prediction
Haiyang Yu
Chunyi Chen
Huamin Yang
OriginalPaper 02 November 2020 Pages: 2493 - 2512
Robust Two-Dimensional Linear Discriminant Analysis via Information Divergence
Lei Zhang
Zhizheng Liang
OriginalPaper 03 October 2020 Pages: 2513 - 2535
Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest
Esteban J. Palomo
Ezequiel López-Rubio
Rafaela Benítez-Rochel
OriginalPaper 03 October 2020 Pages: 2537 - 2563
Evolutionary Denoising-Based Machine Learning for Detecting Knee Disorders
Luca Parisi
Narrendar RaviChandran
OriginalPaper 14 October 2020 Pages: 2565 - 2581
Detecting Ordinal Subcascades
Ludwig Lausser
Lisa M. Schäfer
Hans A. Kestler
OriginalPaper Open access 19 October 2020 Pages: 2583 - 2605
Forecasting Monthly Tourism Demand Using Enhanced Backpropagation Neural Network
Lin Wang
Binrong Wu
Yu-Rong Zeng
OriginalPaper 22 October 2020 Pages: 2607 - 2636
Output Layer Multiplication for Class Imbalance Problem in Convolutional Neural Networks
Zhao Yang
Yuanxin Zhu
Dapeng Tao
OriginalPaper 19 October 2020 Pages: 2637 - 2653
Pedestrian Detection Based on Light-Weighted Separable Convolution for Advanced Driver Assistance Systems
Riadh Ayachi
Yahia Said
Abdessalem Ben Abdelaali
OriginalPaper 13 October 2020 Pages: 2655 - 2668
Adaptive Synchronization of Complex Dynamical Networks via Distributed Pinning Impulsive Control
Dong Ding
Ze Tang
Zhicheng Ji
OriginalPaper 13 October 2020 Pages: 2669 - 2686
Convergence of Batch Gradient Method Based on the Entropy Error Function for Feedforward Neural Networks
Yan Xiong
Xin Tong
OriginalPaper 23 October 2020 Pages: 2687 - 2695

Volume 52, Issue 3

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