Ausgabe 7/2023
Inhalt (74 Artikel)
Evaluation of the Explanatory Power Of Layer-wise Relevance Propagation using Adversarial Examples
Tamara R. Dieter, Horst Zisgen
Exponential Synchronization for Variable-order Fractional Complex Dynamical Networks via Dynamic Event-triggered Control Strategy
Ruihong Li, Huaiqin Wu, Jinde Cao
Mutual Information-Based Neural Network Distillation for Improving Photonic Neural Network Training
Alexandros Chariton, Nikolaos Passalis, Nikos Pleros, Anastasios Tefas
A Novel Binary Artificial Jellyfish Search Algorithm for Solving 0–1 Knapsack Problems
Gülnur Yildizdan, Emine Baş
Active Sonar Image Classification Using Deep Convolutional Neural Network Evolved by Robust Comprehensive Grey Wolf Optimizer
Maryam Najibzadeh, Azar Mahmoodzadeh, Mohammad Khishe
DuReSE: Rewriting Incomplete Utterances via Neural Sequence Editing
Wenhui Jiang, Xiaodong Gu, Yuting Chen, Beijun Shen
Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems
Vasilios N. Katsikis, Predrag S. Stanimirović, Spyridon D. Mourtas, Lin Xiao, Dragiša Stanujkić, Darjan Karabašević
Improved Recurrent Neural Networks for Text Classification and Dynamic Sylvester Equation Solving
Weijie Chen, Jie Jin, Dimitrios Gerontitis, Lixin Qiu, Jingcan Zhu
Multi-Scale Arc-Fusion Based Feature Embedding for Small-Scale Biometrics
Shitala Prasad, Tingting Chai
A Deep Model of Visual Attention for Saliency Detection on 3D Objects
Ghazal Rouhafzay, Ana-Maria Cretu, Pierre Payeur
A Contrastive Learning Framework with Tree-LSTMs for Aspect-Based Sentiment Analysis
Qichen Zhang, Shuai Wang, Jingmei Li
Multi-speaker DoA Estimation Using Audio and Visual Modality
Yulin Wu, Ruimin Hu, Xiaochen Wang, Shanfa Ke
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy
Xinyi Yu, Xiaowei Wang, Jintao Rong, Mingyang Zhang, Linlin Ou
Multi-class Motor Imagery Recognition of Single Joint in Upper Limb Based on Multi-domain Feature Fusion
Shan Guan, Zhen Yuan, Fuwang Wang, Jixian Li, Xiaogang Kang, Bin Lu
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method
Yingbin Gao, Xiangyu Kong, Haidi Dong
A New MC-LSTM Network Structure Designed for Regression Prediction of Time Series
Haifeng Yang, Juanjuan Hu, Jianghui Cai, Yupeng Wang, Xin Chen, Xujun Zhao, Lili Wang
Switching-Like Event-Triggered State Estimation for Reaction–Diffusion Neural Networks Against DoS Attacks
Xiaona Song, Nana Wu, Shuai Song, Vladimir Stojanovic
Identification of Hammerstein Systems with Random Fourier Features and Kernel Risk Sensitive Loss
Yunfei Zheng, Shiyuan Wang, Badong Chen
Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks
Zhenyu Lou, Xin Ye, Luoming Zhang, Weijia Wu, Yefei He, Hong Zhou
An Optimal Stacked ResNet-BiLSTM-Based Accurate Detection and Classification of Genetic Disorders
K. Nandhini, G. Tamilpavai
Multi-Head Attention and Knowledge Graph Based Dual Target Graph Collaborative Filtering Network
Xu Yu, Qinglong Peng, Feng Jiang, Junwei Du, Hongtao Liang, Jinhuan Liu
An Effective Ionospheric TEC Predicting Approach Using EEMD-PE-Kmeans and Self-Attention LSTM
Xingyu Zhao, Xuemin Lu, Wei Quan, Xin Li, Haiquan Zhao, Guosong Lin
Mean Square Asymptotic Stability of Discrete-Time Fractional Order Stochastic Neural Networks with Multiple Time-Varying Delays
Dongsheng Yang, Yongguang Yu, Wei Hu, Xiaolin Yuan, Guojian Ren
End-to-End Entity Detection with Proposer and Regressor
Xueru Wen, Changjiang Zhou, Haotian Tang, Luguang Liang, Hong Qi, Yu Jiang
Dynamic Properties of Dual-delay Network Congestion Control System Based on Hybrid Control
Lifang Wang, Wenzhao Qin, Yan-Yong Zhao
Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization
Feri Setiawan, Bernardo Nugroho Yahya, Seok-Lyong Lee
A Novel Vision Transformer Model for Skin Cancer Classification
Guang Yang, Suhuai Luo, Peter Greer
An Edge-Preserving Image Denoising Framework by Adaptive Thresholding-Based DWT and Modified Deep Structured Architecture
Srinivasa Rao Thamanam, K. Manjunathachari, K. Satya Prasad
Design of Controllers for Finite-Time Robust Stabilization of Inertial Delayed Neural Networks with External Disturbances
Nan Hong, Wei Zhang, Zichuan Zhou, Ruihong Xiu
Next-Cart Recommendation by Utilizing Personalized Item Frequency Information in Online Web Portals
Dhawan Sanjeev, Kulvinder Singh, Eduard-Marius Craciun, Adrian Rabaea, Amit Batra
LenM: Improving Low-Resource Neural Machine Translation Using Target Length Modeling
Mohammad Mahdi Mahsuli, Shahram Khadivi, Mohammad Mehdi Homayounpour
Application of DQN-IRL Framework in Doudizhu’s Sparse Reward
Yan Kong, Hongyuan Shi, Xiaocong Wu, Yefeng Rui
A Heterogeneous Interaction Graph Network for Multi-Intent Spoken Language Understanding
Qichen Zhang, Shuai Wang, Jingmei Li
Synchronization of Fuzzy Inertial Neural Networks with Time-Varying Delays via Fixed-Time and Preassigned-Time Control
Songjie Li, Haoyu Li, Xinmei Wang, Leimin Wang, Junhao Hu
Improving Human Pose Estimation Based on Stacked Hourglass Network
Xuelian Zou, Xiaojun Bi, Changdong Yu
Lightweight Image Super-Resolution with ConvNeXt Residual Network
Yong Zhang, Haomou Bai, Yaxing Bing, Xiao Liang
Completion-Attention Ladder Network for Few-Shot Underwater Acoustic Recognition
Xue Lingzhi, Zeng Xiangyang, Yan Xiang, Yang Shuang
Estimation of 6D Pose of Objects Based on a Variant Adversarial Autoencoder
Dan Huang, Hyemin Ahn, Shile Li, Yueming Hu, Dongheui Lee
Effect of Impulses on Robust Exponential Stability of Delayed Quaternion-Valued Neural Networks
Xiaohui Xu, Jibin Yang, Haolin Yang, Shulei Sun
New Results on Robust Finite-Time Extended Dissipativity for Uncertain Fractional-Order Neural Networks
Tran Ngoc Tuan, Nguyen Truong Thanh, Mai Viet Thuan
SiamMLT: Siamese Hybrid Multi-layer Transformer Fusion Tracker
Zhenhai Wang, Hui Chen, Lutao Yuan, Ying Ren, Hongyu Tian, Xing Wang
Combining Pixel-Level and Structure-Level Adaptation for Semantic Segmentation
Xiwen Bi, Dubing Chen, He Huang, Shidong Wang, Haofeng Zhang
Improved Generative Adversarial Network Learning via Structural Pattern Classification
Qinyu Zhou, Jianwei Zhang, Guoqiang Han
HMM-based finite-time synchronization of fuzzy jumping neural networks with input constraints and partial information
Ziwei Li, Youzhi Cai, Lei Su, Kaibo Shi, Hao Shen
A Multi-objective Optimization Model for Redundancy Reduction in Convolutional Neural Networks
Ali Boufssasse, El houssaine Hssayni, Nour-Eddine Joudar, Mohamed Ettaouil
Eliminating Scale Ambiguity of Unsupervised Monocular Visual Odometry
Zhongyi Wang, Mengjiao Shen, Qijun Chen
Fixed/Prescribed-Time Bipartite Synchronization of Coupled Quaternion-Valued neural Networks with Competitive Interactions
Ruoyu Wei, Jinde Cao, Fawaz E. Alsaadi
Sparse and Outlier Robust Extreme Learning Machine Based on the Alternating Direction Method of Multipliers
Yuao Zhang, Yunwei Dai, Qingbiao Wu
Fusing Convolution and Self-Attention Parallel in Frequency Domain for Image Deblurring
Xuandong Huang, JingSong He
A Rumor Detection Model Incorporating Propagation Path Contextual Semantics and User Information
Lin Bai, Xueming Han, Caiyan Jia
A Novel Hybrid Grasshopper Optimization Algorithm for Numerical and Engineering Optimization Problems
Lingyun Deng, Sanyang Liu
Exponential Lag Synchronization of Cohen–Grossberg Neural Networks with Discrete and Distributed Delays on Time Scales
Vipin Kumar, Jan Heiland, Peter Benner
Automatic Head-and-Neck Tumor Segmentation in MRI via an End-to-End Adversarial Network
PinLi Yang, XingChen Peng, JiangHong Xiao, Xi Wu, JiLiu Zhou, Yan Wang
Adaptive Visual Field Multi-scale Generative Adversarial Networks Image Inpainting Base on Coordinate-Attention
Gang Chen, Peipei Kang, Xingcai Wu, Zhenguo Yang, Wenyin Liu
Self-eliminating Discriminant Analysis Dictionary Learning for Pattern Classification
Haishun Du, Yonghao Zhang, Zhaoyang Li, Panting Liu, Dingyi Wang
Kernel Optimization for Reducing Core Vector Machine Classification Error
Babak Afshin, Mohammad Ebrahim Shiri, Kamran Layeghi, Hamid Haj Seyyed Javadi
A Novel Adaptive Sliding Mode Control of Robot Manipulator Based on RBF Neural Network and Exponential Convergence Observer
Xiaoling Li, Hongliang Gao, Lang Xiong, Hongcong Zhang, Bing Li
FCA-LJP: A Method Based on Formal Concept Analysis for Case Judgment Prediction
Lei Zhang, Feifei Zao, Zhuo Shen, Xiaoding Guo
Model Selection for Time Series Forecasting An Empirical Analysis of Multiple Estimators
Vitor Cerqueira, Luis Torgo, Carlos Soares
Mixed Entropy Model Enhanced Residual Attention Network for Remote Sensing Image Compression
Junjun Gao, Qizhi Teng, Xiaohai He, Zhengxin Chen, Chao Ren