Table of Contents
| Enhancing Machine Learning and Deep Learning Models for Depression Detection: A Focus on SMOTE, RoBERTa, and CNN-LSTM | |
| Chaimae Taoussi, Soufiane Lyaqini, Abdelmoutalib Metrane, Imad Hafidi |
| Optimization of Mechanical Manufacturing Processes Via Deep Reinforcement Learning-Based Scheduling Models | |
| Yundong Zhao |
| Improved SIFRANK for Efficient Media Hotspot Mining in Social Networks | |
| Jun Zhang, Yuke Cai |
| Application and Optimization of Convolutional Neural Networks Based on Deep Learning in Network Traffic Classification and Anomaly Detection | |
| Yanjie Wang, Lei Song |
| Using DTL-MD with GANs and ResNet for Malicious Code Detection | |
| Yiming Li, Tao Xie, Dongdong Mei |
| GAN-Based Financial Data Generation and Prediction: Improving The Authenticity and Prediction Ability of Financial Statements | |
| Feng Qi |
| Hybrid CatBoost and SVR Model for Earthquake Prediction Using the LANL Earthquake Dataset | |
| Arush Kaushal, Ashok Kumar Gupta, Vivek Kumar Sehgal |
| Improved Memory Efficient Computing Unit DWT Architecture For Satellite Images | |
| Azhagu Jaisudhan Pazhani, Gunasekaran Perumalsamy, A. Rameshbabu |
| Research on Sign Language Recognition for Hearing-Impaired People Through the Improved YOLOv5 Algorithm Combining CBAM with Focal CioU | |
| Niqin Jing, Yi Hu, Yanxia Wang |
| Deciphering COVID-19 Narratives: A Comparative Study of ML Models (RF, MNB, GB, LR, SVM) and DL Models (CNN, Bi-LSTM) for News Article Classification | |
| Kana Das, Md. Asadullah, Md. Murad Hossain, Annita Siddeka Tanni, Shahidul Islam, Masudul Islam, Mst Sharmin Akter Sumy |
| Damage Identification of Prestressed Concrete Components Based on Machine Learning Optimization Algorithm and Piezoelectric Wave Measurement | |
| Hongtao Zhu, Shuyun Guo |
| Self-Learning Model for Pattern Recognition in Vision System Based on Adaptive Kernel | |
| Aradea Aradea, Rianto Rianto, Nina Herlina, Irani Hoeronis |
| A Learning-Based Ensemble Algorithm with Optimal Selection for Outlier Detection | |
| Girish Reddy Ginni, Srinivasa Chakravarthi Lade |
| An Enhanced Aspect-Based Sentiment Analysis Model Based on RoBERTa For Text Sentiment Analysis | |
| Amit Chauhan, Aman Sharma, Rajni Mohana |
| Comparative Analysis of ARDL, LSTM, and XGBoost Models For Forecasting The Moroccan Stock Market During The COVID-19 Pandemic | |
| Mohamed Hassan Oukhouya, Nora Angour, Noureddine Aboutabit, Imad Hafidi |
| Optimization-Driven Deep Learning Framework for Ethnic Instrumental Music Style Recognition and Cross-Cultural Semantic Dissemination | |
| Shiwei Zhao, Haidi Zhao |
| A Closed-Loop Intelligent Control Framework for Automated Railway Shunting in Marshalling Yards | |
| Lei Liu |
| Hybrid CNN–SVM and Multi-Strategy Collaborative Optimization for Secondary System Configuration in Smart Grid Substations | |
| Yihan Zhu |
| A Multi-Task GRU-Attention Model for Predicting Enterprise Investment and Financing Behavior from Multi-Source Economic Data | |
| Lei Gu, Tao Liu |
| Clothing Pattern Structure Modeling and Reconstruction via Multi-Module Fusion Graph Neural Networks with Path Planning and Reinforcement Learning | |
| Yanfang Duan |
| GCN–LSTM Analysis of Spatiotemporal Evolution of Node Centrality in Tourism Flow Networks | |
| Henan Jia, Dongfeng Chen |
| A Transformer-Based Multimodal Semantic Retrieval Model for Business Intelligence Systems | |
| Jigang Xie |
| Graph-Attention Fusion with VAE Cross-Modal Mapping and Reinforcement-Learning Visualization for Real-Time AR | |
| Cheng Cheng |
| A Modular Deep Learning Pipeline (CNN+U-Net+GAN) for Color-Accurate, Cross-Material Digital Textile Printing with Transfer-Learning-Based Material Adaptation | |
| Hua Yan, Huizhi Jiang |
| Closed-Loop Building Energy Control via Deep Forecasting, Reinforcement Learning and Evolutionary Multi-Objective Optimization in Hot-Summer/Cold-Winter Zon | |
| Jingjing He |
| Conditioned Denoising Diffusion with Spatial Attention for Controllable 3D Scene Layout Generation and Editing | |
| Kaiwen Zhu, Houmin Wu, Bin Xiao |
| Deep Learning-Based Adaptive Recommendation and Multi-Level Security Architecture for Smart Canteen Management Systems | |
| Zhi Wang |
| Actor–Critic Deep Reinforcement Learning for Multi-Objective Intelligent Irrigation Scheduling: Algorithm and Edge-Cloud Management System | |
| Peng Huang |
| Graph Neural Network and Reinforcement Learning–Based Framework for Real-Time Traffic Congestion Detection and Police Dispatch Using Multi-Source Heterogeneous Data | |
| Shuo Xu, Qilin Mao |
