Volume 55, Issue 5 | Neural Processing Letters

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Volume 55, Issue 5

October 2023

Special Section: IWANN 2019 (pp. 5269–5376) / Regular Papers (pp. 5377– 6885)

Issue Editors:

Olga Valenzuela,
Andreu Catala,
Davide Anguita,
Ignacio Rojas

74 articles in this issue

New Advances in Artificial Neural Networks and Machine Learning Techniques
Olga Valenzuela
Andreu Catala
Ignacio Rojas
EditorialNotes 31 July 2023 Pages: 5269 - 5272
Contrasting Explanations for Understanding and Regularizing Model Adaptations
André Artelt
Fabian Hinder
Barbara Hammer
OriginalPaper Open access 04 May 2022 Pages: 5273 - 5297
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification
Javier Barbero-Gómez
Pedro Antonio Gutiérrez
César Hervás-Martínez
OriginalPaper Open access 12 May 2022 Pages: 5299 - 5330
Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks
Silvia Cateni
Valentina Colla
Marco Vannucci
OriginalPaper Open access 10 June 2022 Pages: 5331 - 5356
Graph Neural Network for Context-Aware Recommendation
Asma Sattar
Davide Bacciu
OriginalPaper Open access 20 June 2022 Pages: 5357 - 5376
Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D
Heba Alateyat
Manuel Fernández-Delgado
Senén Barro
OriginalPaper 19 November 2022 Pages: 5377 - 5400
Pseudo S-Asymptotically \(\omega \)-Antiperiodic Solutions for SICNNs with Mixed Delays
Penghui Lü
Yong-Kui Chang
OriginalPaper 19 November 2022 Pages: 5401 - 5423
Moving Object Detection in Video Sequences Based on a Two-Frame Temporal Information CNN
Mario I. Chacon-Murguia
Abimael Guzman-Pando
OriginalPaper 30 November 2022 Pages: 5425 - 5449
Using Cartesian Genetic Programming Approach with New Crossover Technique to Design Convolutional Neural Networks
Ali Torabi
Arash Sharifi
Mohammad Teshnehlab
OriginalPaper 01 December 2022 Pages: 5451 - 5471
Node Similarity Preserving Graph Convolutional Network Based on Full-frequency Information for Node Classification
Yuqiang Li
Jing Liao
Lin Li
OriginalPaper 02 December 2022 Pages: 5473 - 5498
Asymptotic Stability of Fractional-Order Incommensurate Neural Networks
Liping Chen
Panpan Gu
Suoliang Ge
OriginalPaper 29 November 2022 Pages: 5499 - 5513
An Adaptive Updating Method of Target Network Based on Moment Estimates for Deep Reinforcement Learning
Miaoping Sun
Zequan Yang
Haibo Wang
OriginalPaper 13 December 2022 Pages: 5515 - 5537
Synchronous Control of Neutral Stochastic Neural Network with Discrete and Distributed Delays Based on Delay Feedback Controller
Mingyang Tian
Chunmei Duan
OriginalPaper 04 January 2023 Pages: 5539 - 5554
Ramsey’s Theory Meets the Human Brain Connectome
Arturo Tozzi
OriginalPaper 14 December 2022 Pages: 5555 - 5565
Densely Connected Dilated Residual Network for Image Denoising: DDR-Net
Vedat Acar
Ender M. Eksioglu
OriginalPaper 31 December 2022 Pages: 5567 - 5581
Case Element Joint Extraction Based on Case Field Correlation and Dependency Graph Convolutional Network
Yu Zhang
Shengxiang Gao
Peifu Han
OriginalPaper 27 December 2022 Pages: 5583 - 5595
Edge Weight Updating Neural Network for Named Entity Normalization
Sung Hwan Jeon
Sungzoon Cho
OriginalPaper 21 December 2022 Pages: 5597 - 5618
Co-Membership-based Generic Anomalous Communities Detection
Shay Lapid
Dima Kagan
Michael Fire
OriginalPaper 05 January 2023 Pages: 5619 - 5651
Research on Blind Recognition Algorithm of Channel Coding Based on One-Dimensional Convolutional Neural Network Under the Low SNR Regime
Pan Deng
Tianqi Zhang
Zeliang An
OriginalPaper 02 January 2023 Pages: 5653 - 5673
Combining Temporal and Interactive Features for Rumor Detection: A Graph Neural Network Based Model
Song Han
Ke Yu
Xiaofei Wu
OriginalPaper 16 December 2022 Pages: 5675 - 5691
A Framework for Image Captioning Based on Relation Network and Multilevel Attention Mechanism
Himanshu Sharma
Swati Srivastava
OriginalPaper 17 December 2022 Pages: 5693 - 5715
Pre-denoising 3D Multi-scale Fusion Attention Network for Low-Light Enhancement
Hegui Zhu
Ziwei Zhang
Xiangde Zhang
OriginalPaper 22 December 2022 Pages: 5717 - 5743
Neural Based Grey Nonlinear Control for Real-World Example of Mechanical Systems
Z. Y. Chen
Y. H. Meng
Timothy Chen
OriginalPaper 05 January 2023 Pages: 5745 - 5761
Multi-level Self-supervised Representation Learning via Triple-way Attention Fusion and Local Similarity Optimization
Sulan Zhang
Fei Chen
Fei Wang
OriginalPaper 21 December 2022 Pages: 5763 - 5781
A Time Series Forecasting Model Selection Framework using CNN and Data Augmentation for Small Sample Data
Wentao Jiang
Liwen Ling
Liling Zeng
OriginalPaper 13 February 2023 Pages: 5783 - 5810
Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features
Gustavo Z. Felipe
Lucas O. Teixeira
Yandre M. G. Costa
OriginalPaper 28 December 2022 Pages: 5811 - 5832
Improving Span-Based Aspect Sentiment Triplet Extraction with Abundant Syntax Knowledge
Lingcong Feng
Biqing Zeng
Weihua Du
OriginalPaper 23 December 2022 Pages: 5833 - 5854
Multistability of Quaternion-Valued Recurrent Neural Networks with Discontinuous Nonmonotonic Piecewise Nonlinear Activation Functions
Weihao Du
Jianglian Xiang
Manchun Tan
OriginalPaper 24 December 2022 Pages: 5855 - 5884
Finite-Time Synchronization for T–S Fuzzy Complex-Valued Inertial Delayed Neural Networks Via Decomposition Approach
S. Ramajayam
S. Rajavel
Yang Cao
OriginalPaper 09 January 2023 Pages: 5885 - 5903
Hopf Bifurcation Analysis of a Delayed Fractional BAM Neural Network Model with Incommensurate Orders
Bingbing Li
Maoxin Liao
Weinan Li
OriginalPaper 23 December 2022 Pages: 5905 - 5921
Prediction of SO₂ Concentration Based on AR-LSTM Neural Network
Jie Ju
Ke’nan Liu
Fang’ai Liu
OriginalPaper 24 December 2022 Pages: 5923 - 5941
Emotion Recognition on EEG Signal Using ResNeXt Attention 2D-3D Convolution Neural Networks
Dong Cui
Hongyuan Xuan
Xiaoli Li
OriginalPaper 23 December 2022 Pages: 5943 - 5957
COREN: Multi-Modal Co-Occurrence Transformer Reasoning Network for Image-Text Retrieval
Yaodong Wang
Zhong Ji
Zhongfei Zhang
OriginalPaper 22 December 2022 Pages: 5959 - 5978
Improving Feature Extraction Using a Hybrid of CNN and LSTM for Entity Identification
Elham Parsaeimehr
Mehdi Fartash
Javad Akbari Torkestani
OriginalPaper 03 January 2023 Pages: 5979 - 5994
A Survey of Micro-expression Recognition Methods Based on LBP, Optical Flow and Deep Learning
Xiaomei Zeng
Xingcong Zhao
Guangyuan Liu
ReviewPaper 03 January 2023 Pages: 5995 - 6026
CAFNET: Cross-Attention Fusion Network for Infrared and Low Illumination Visible-Light Image
Xiaoling Zhou
Zetao Jiang
Idowu Paul Okuwobi
OriginalPaper 30 December 2022 Pages: 6027 - 6041
A Transfer Learning Algorithm Based on Support Vector Machine
Weifei Wu
Shidian Chen
LiYing Bao
OriginalPaper 23 December 2022 Pages: 6043 - 6066
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering
Zhenqiu Shu
Bin Li
Xiao-Jun Wu
OriginalPaper 22 February 2023 Pages: 6067 - 6087
\(H_{\infty }\) Secure Consensus of Two-Time-Scale Markov Jump Multi-agent Systems with Partially Unknown Transition Rates Against Hybrid Cyber-Attacks
Guanzheng Zhang
Jing Wang
Hao Shen
OriginalPaper 03 January 2023 Pages: 6089 - 6108
Facial Expression Recognition Based on Spatial-Temporal Fusion with Attention Mechanism
Lifeng Zhang
Xiangwei Zheng
Cun Ji
OriginalPaper 25 December 2022 Pages: 6109 - 6124
Bifurcation Mechanism for Fractional-Order Three-Triangle Multi-delayed Neural Networks
Changjin Xu
Zixin Liu
Lingyun Yao
OriginalPaper 19 December 2022 Pages: 6125 - 6151
Feature Fusion Based Parallel Graph Convolutional Neural Network for Image Annotation
Mengke Wang
Yan Liu
Baodi Liu
OriginalPaper 09 January 2023 Pages: 6153 - 6164
Knowledge Fusion Distillation: Improving Distillation with Multi-scale Attention Mechanisms
Linfeng Li
Weixing Su
Xiaodan Liang
OriginalPaper 03 January 2023 Pages: 6165 - 6180
Dilated Transformer with Feature Aggregation Module for Action Segmentation
Zexing Du
Qing Wang
OriginalPaper 21 December 2022 Pages: 6181 - 6197
Multichannel Matrix Randomized Autoencoder
Shichen Zhang
Tianlei Wang
Jun Liu
OriginalPaper 28 December 2022 Pages: 6199 - 6212
Adaptive Style Modulation for Artistic Style Transfer
Yipeng Zhang
Bingliang Hu
Quan Wang
OriginalPaper 31 December 2022 Pages: 6213 - 6230
Multi-view Subspace Clustering Based on Unified Measure Standard
Kewei Tang
Xiaoru Wang
Jinhong Li
OriginalPaper 27 December 2022 Pages: 6231 - 6246
A Radial Basis Function Neural Network for Stochastic Frontier Analyses of General Multivariate Production and Cost Functions
Parag C. Pendharkar
OriginalPaper 05 January 2023 Pages: 6247 - 6268
Separately Guided Context-Aware Network for Weakly Supervised Temporal Action Detection
Bairong Li
Yifan Pan
Yuesheng Zhu
OriginalPaper 25 March 2023 Pages: 6269 - 6288
Scale-Aware Regional Collective Feature Enhancement Network for Scene Object Detection
Yiyao Li
Jin Liu
Zhenyu Gao
OriginalPaper 03 January 2023 Pages: 6289 - 6310