Ausgabe 5/2023
Special Section: IWANN 2019 (pp. 5269–5376) / Regular Papers (pp. 5377– 6885)
Inhalt (74 Artikel)
New Advances in Artificial Neural Networks and Machine Learning Techniques
Olga Valenzuela, Andreu Catala, Davide Anguita, Ignacio Rojas
Contrasting Explanations for Understanding and Regularizing Model Adaptations
André Artelt, Fabian Hinder, Valerie Vaquet, Robert Feldhans, Barbara Hammer
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification
Javier Barbero-Gómez, Pedro Antonio Gutiérrez, César Hervás-Martínez
Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks
Silvia Cateni, Valentina Colla, Marco Vannucci
Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D
Heba Alateyat, Manuel Fernández-Delgado, Eva Cernadas, Senén Barro
Pseudo S-Asymptotically -Antiperiodic Solutions for SICNNs with Mixed Delays
Penghui Lü, Yong-Kui Chang
Moving Object Detection in Video Sequences Based on a Two-Frame Temporal Information CNN
Mario I. Chacon-Murguia, Abimael Guzman-Pando
Using Cartesian Genetic Programming Approach with New Crossover Technique to Design Convolutional Neural Networks
Ali Torabi, Arash Sharifi, Mohammad Teshnehlab
Node Similarity Preserving Graph Convolutional Network Based on Full-frequency Information for Node Classification
Yuqiang Li, Jing Liao, Chun Liu, YingJie Wang, Lin Li
Asymptotic Stability of Fractional-Order Incommensurate Neural Networks
Liping Chen, Panpan Gu, António M. Lopes, Yi Chai, Shuiqing Xu, Suoliang Ge
An Adaptive Updating Method of Target Network Based on Moment Estimates for Deep Reinforcement Learning
Miaoping Sun, Zequan Yang, Xunhua Dai, Xiaohong Nian, Hongyun Xiong, Haibo Wang
Densely Connected Dilated Residual Network for Image Denoising: DDR-Net
Vedat Acar, Ender M. Eksioglu
Case Element Joint Extraction Based on Case Field Correlation and Dependency Graph Convolutional Network
Yu Zhang, Shengxiang Gao, Zhengtao Yu, Chengding Zhao, Peilian Zhao, Peifu Han
Research on Blind Recognition Algorithm of Channel Coding Based on One-Dimensional Convolutional Neural Network Under the Low SNR Regime
Pan Deng, Tianqi Zhang, Baoze Ma, Zeliang An
Combining Temporal and Interactive Features for Rumor Detection: A Graph Neural Network Based Model
Song Han, Ke Yu, Xing Su, Xiaofei Wu
A Framework for Image Captioning Based on Relation Network and Multilevel Attention Mechanism
Himanshu Sharma, Swati Srivastava
Pre-denoising 3D Multi-scale Fusion Attention Network for Low-Light Enhancement
Hegui Zhu, Ziwei Zhang, Luyang Wang, Tian Geng, Xiangde Zhang
Neural Based Grey Nonlinear Control for Real-World Example of Mechanical Systems
Z. Y. Chen, Y. H. Meng, Ruei-Yuan Wang, Timothy Chen
Multi-level Self-supervised Representation Learning via Triple-way Attention Fusion and Local Similarity Optimization
Sulan Zhang, Fei Chen, Jifu Zhang, Aiqin Liu, Fei Wang
A Time Series Forecasting Model Selection Framework using CNN and Data Augmentation for Small Sample Data
Wentao Jiang, Liwen Ling, Dabin Zhang, Ruibin Lin, Liling Zeng
Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features
Gustavo Z. Felipe, Lucas O. Teixeira, Rodolfo M. Pereira, Jacqueline N. Zanoni, Sara R. G. Souza, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
Improving Span-Based Aspect Sentiment Triplet Extraction with Abundant Syntax Knowledge
Lingcong Feng, Biqing Zeng, Lewei He, Mayi Xu, Huimin Deng, Pengfei Chen, Zipeng Huang, Weihua Du
Multistability of Quaternion-Valued Recurrent Neural Networks with Discontinuous Nonmonotonic Piecewise Nonlinear Activation Functions
Weihao Du, Jianglian Xiang, Manchun Tan
Finite-Time Synchronization for T–S Fuzzy Complex-Valued Inertial Delayed Neural Networks Via Decomposition Approach
S. Ramajayam, S. Rajavel, R. Samidurai, Yang Cao
Hopf Bifurcation Analysis of a Delayed Fractional BAM Neural Network Model with Incommensurate Orders
Bingbing Li, Maoxin Liao, Changjin Xu, Weinan Li
Emotion Recognition on EEG Signal Using ResNeXt Attention 2D-3D Convolution Neural Networks
Dong Cui, Hongyuan Xuan, Jing Liu, Guanghua Gu, Xiaoli Li
COREN: Multi-Modal Co-Occurrence Transformer Reasoning Network for Image-Text Retrieval
Yaodong Wang, Zhong Ji, Kexin Chen, Yanwei Pang, Zhongfei Zhang
Improving Feature Extraction Using a Hybrid of CNN and LSTM for Entity Identification
Elham Parsaeimehr, Mehdi Fartash, Javad Akbari Torkestani
A Survey of Micro-expression Recognition Methods Based on LBP, Optical Flow and Deep Learning
Xiaomei Zeng, Xingcong Zhao, Xinyue Zhong, Guangyuan Liu
CAFNET: Cross-Attention Fusion Network for Infrared and Low Illumination Visible-Light Image
Xiaoling Zhou, Zetao Jiang, Idowu Paul Okuwobi
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering
Zhenqiu Shu, Bin Li, Cong Hu, Zhengtao Yu, Xiao-Jun Wu
Secure Consensus of Two-Time-Scale Markov Jump Multi-agent Systems with Partially Unknown Transition Rates Against Hybrid Cyber-Attacks
Guanzheng Zhang, Jing Wang, Feng Li, Hao Shen
Facial Expression Recognition Based on Spatial-Temporal Fusion with Attention Mechanism
Lifeng Zhang, Xiangwei Zheng, Xuanchi Chen, Xiuxiu Ren, Cun Ji
Bifurcation Mechanism for Fractional-Order Three-Triangle Multi-delayed Neural Networks
Changjin Xu, Zixin Liu, Peiluan Li, Jinling Yan, Lingyun Yao
Feature Fusion Based Parallel Graph Convolutional Neural Network for Image Annotation
Mengke Wang, Yan Liu, Weifeng Liu, Baodi Liu
Knowledge Fusion Distillation: Improving Distillation with Multi-scale Attention Mechanisms
Linfeng Li, Weixing Su, Fang Liu, Maowei He, Xiaodan Liang
Adaptive Style Modulation for Artistic Style Transfer
Yipeng Zhang, Bingliang Hu, Yingying Huang, Chi Gao, Quan Wang
Multi-view Subspace Clustering Based on Unified Measure Standard
Kewei Tang, Xiaoru Wang, Jinhong Li
Separately Guided Context-Aware Network for Weakly Supervised Temporal Action Detection
Bairong Li, Yifan Pan, Ruixin Liu, Yuesheng Zhu
Scale-Aware Regional Collective Feature Enhancement Network for Scene Object Detection
Yiyao Li, Jin Liu, Zhenyu Gao
AdaLip: An Adaptive Learning Rate Method per Layer for Stochastic Optimization
George Ioannou, Thanos Tagaris, Andreas Stafylopatis
Global Exponential Stability Analysis of Commutative Quaternion-Valued Neural Networks with Time Delays on Time Scales
Yannan Xia, Xiaofeng Chen, Dongyuan Lin, Bing Li, Xujun Yang
Transformer-Based Cross-Modal Information Fusion Network for Semantic Segmentation
Zaipeng Duan, Xiao Huang, Jie Ma
A Novel Small Samples Fault Diagnosis Method Based on the Self-attention Wasserstein Generative Adversarial Network
Zhiwu Shang, Jie Zhang, Wanxiang Li, Shiqi Qian, Jingyu Liu, Maosheng Gao
Can Global Strategy Outperform Myopic Strategy in Bayesian Sequential Design?
Juanping Zhu, Hairong Gu
ELANet: Effective Lightweight Attention-Guided Network for Real-Time Semantic Segmentation
Qingming Yi, Guoshuai Dai, Min Shi, Zunkai Huang, Aiwen Luo
IGJO: An Improved Golden Jackel Optimization Algorithm Using Local Escaping Operator for Feature Selection Problems
R. Manjula Devi, M. Premkumar, G. Kiruthiga, R. Sowmya
Cluster Synchronization for Stochastic Coupled Neural Networks with Nonidentical Nodes via Adaptive Pinning Control
Yongkai Xie, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou
Semantic-Aware Feature Aggregation for Few-Shot Image Classification
Fusheng Hao, Fuxiang Wu, Fengxiang He, Qieshi Zhang, Chengqun Song, Jun Cheng
A Voltage Control Method of 6-DoF Underwater Robotic System with an Observer-Based Robust Adaptive Fuzzy Estimator
Hesam Fallah Ghavidel, S. Mohammad Mousavi-G, Mohammad Ali Sandidzadeh
Quasi-Projective and Mittag-Leffler Synchronization of Discrete-Time Fractional-Order Complex-Valued Fuzzy Neural Networks
Yingying Xu, Hong-Li Li, Long Zhang, Cheng Hu, Haijun Jiang
A Neurodynamic Approach for Solving E-Convex Interval-Valued Programming
Jin Hu, Yiheng Peng, Li He, Chunna Zeng
A Multi-prototype Capsule Network for Image Recognition with High Intra-class Variations
Saeid Abbaasi, Kamaledin Ghiasi-Shirazi, Ahad Harati
Complementary Attention Network for Weakly Supervised Temporal Action Localization
Peng Dou, Haifeng Hu
A Novel BSO Algorithm for Three-Layer Neural Network Optimization Applied to UAV Edge Control
Dechao Chen, Zhaotian Fang, Shuai Li
A New Evolutionary Ensemble Learning of Multimodal Feature Selection from Microarray Data
Nadia Nekouie, Morteza Romoozi, Mahdi Esmaeili
Stability Analysis of Distributed Fusion Estimation Algorithm for Complex Networked Systems
Honglei Lin, Shuli Sun
Performance-Efficiency Comparisons of Channel Attention Modules for ResNets
Sander R. Klomp, Rob G. J. Wijnhoven, Peter H. N. de With
Decentralized PI Controller Design for Robust Perfect Adaptation in Noisy Time-Delayed Genetic Regulatory Networks
Mohammad Mohammadian, Hazhar Sufi Karimi
Enhancing Context-Aware Recommendation Using Trust-Based Contextual Attentive Autoencoder
S. Abinaya, A. Sherly Alphonse, S. Abirami, M. K. Kavithadevi
Recovering Clean Data with Low Rank Structure by Leveraging Pre-learned Dictionary for Structured Noise
Wanhong Wu, Zikai Wu, Hongjuan Zhang