Ausgabe 1/2024
Inhalt (24 Artikel)
Explainable Artificial Intelligence in Alzheimer’s Disease Classification: A Systematic Review
Vimbi Viswan, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence
Vikas Hassija, Vinay Chamola, Atmesh Mahapatra, Abhinandan Singal, Divyansh Goel, Kaizhu Huang, Simone Scardapane, Indro Spinelli, Mufti Mahmud, Amir Hussain
An Event-Triggered Method for Stabilization of Stochastic Quaternion-Valued Memristive Neural Networks
Ruoyu Wei, Jinde Cao, Sergey Gorbachev
Large Group Decision-Making Method Based on Social Network Analysis: Integrating Evaluation Information and Trust Relationships
Xiangyu Zhong, Xuanhua Xu, Mark Goh, Bin Pan
A Yolo-Based Model for Breast Cancer Detection in Mammograms
Francesco Prinzi, Marco Insalaco, Alessia Orlando, Salvatore Gaglio, Salvatore Vitabile
A Transfer Learning-Based CNN Deep Learning Model for Unfavorable Driving State Recognition
Jichi Chen, Hong Wang, Enqiu He
MDIW-13: a New Multi-Lingual and Multi-Script Database and Benchmark for Script Identification
Miguel A. Ferrer, Abhijit Das, Moises Diaz, Aythami Morales, Cristina Carmona-Duarte, Umapada Pal
O-Bert: Two-Stage Target-Based Sentiment Analysis
Yan Yan, Bo-Wen Zhang, Guanwen Ding, Wenjie Li, Jie Zhang, Jia-Jing Li, Wenchao Gao
A Novel Ensemble-Learning-Based Convolution Neural Network for Handling Imbalanced Data
Xianbin Wu, Chuanbo Wen, Zidong Wang, Weibo Liu, Junjie Yang
TEGAN: Transformer Embedded Generative Adversarial Network for Underwater Image Enhancement
Zhi Gao, Jing Yang, Lu Zhang, Fengling Jiang, Xixiang Jiao
Prototype Consistency Learning for Medical Image Segmentation by Cross Pseudo Supervision
Lu Xie, Weigang Li, Yongqiang Wang, Yuntao Zhao
Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer’s Disease
Hao Jia, Zihao Huang, Cesar F. Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals
Online Signature Recognition: A Biologically Inspired Feature Vector Splitting Approach
Marcos Faundez-Zanuy, Moises Diaz, Miguel Angel Ferrer
Bifurcation−Driven Tipping in A Novel Bicyclic Crossed Neural Network with Multiple Time Delays
Xiangyu Du, Min Xiao, Jie Ding, Jiajin He, Yi Yao, Jinde Cao
Personality Enhanced Emotion Generation Modeling for Dialogue Systems
Zhiqiang Ma, Wenchao Jia, Yutong Zhou, Biqi Xu, Zhiqiang Liu, Zhuoyi Wu
CoDeS: A Deep Learning Framework for Identifying COVID-Caused Depression Symptoms
Mudasir Ahmad Wani, Mohammad ELAffendi, Patrick Bours, Ali Shariq Imran, Amir Hussain, Ahmed A. Abd El-Latif
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization
Mauro Ursino, Gabriele Pirazzini
Improving Knowledge Learning Through Modelling Students’ Practice-Based Cognitive Processes
Huifan Gao, Yifeng Zeng, Biyang Ma, Yinghui Pan
Attention-Guided Multi-Scale Fusion Network for Similar Objects Semantic Segmentation
Fengqin Yao, Shengke Wang, Laihui Ding, Guoqiang Zhong, Shu Li, Zhiwei Xu
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution
Qin Xu, Shiji Liu, Jinpei Liu, Bin Luo
Stability Analysis of Quaternion-Valued Neutral Neural Networks with Generalized Activation Functions
Yanqiu Wu, Zhengwen Tu, Nina Dai, Liangwei Wang, Ning Hu, Tao Peng
Multispectral Image Quality Improvement Based on Global Iterative Fusion Constrained by Meteorological Factors
Yuetian Shi, Bin Fu, Nan Wang, Yaxiong Chen, Jie Fang
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
Pankayaraj Pathmanathan, Natalia Díaz-Rodríguez, Javier Del Ser