Artificial Intelligence and Machine Learning

Review of EEG-Based Emotion Recognition Research.- HERA-N²: A Heterogeneous AI Ensemble Framework for Robust Anomaly Detection in QKD Networks.- A Review of Research Progress on the Fusion Paradigm of Data-Driven and Knowledge-Guided Approaches in Artificial Intelligence.- A Communication Traffic Anomaly Detection Method for Autonomous and Controllable Embedded Operating Systems in Power Services.- AI-Driven Customer Insight Systems as Determinants of Operational Efficiency in the Hospitality Industry.- AutoClean-FG: Automatic Construction of Proxy Validation Sets for Webly Supervised Fine Grained Recognition.- Adaptive power allocation strategy for ultra-supercritical unit multi-energy complementary system based on improved bat algorithm and fuzzy control.- A DGD3QN-DG Bearing Fault Diagnosis Method Based on Dual Q-Networks.- A Machine Learning-based Analysis Framework for Malware Detection and Attribution.- STfAKA: Secure Three-factors Authentication and Key Agreement with Forward Secrecy for AI-assisted Devices.- Control of a Double-Swing Arm System for Fourier Infrared Spectrometer Based on Adaptive Neural Network Intelligent Algorithms.- A Unified Dual-Layer Defense Framework for Robust and Secure Federated Learning.- Signal to image transformation for deep siamese-based structural damage detection.- Enhancing Sparse Bird's-Eye-View Perception via Adaptive Spatio-Temporal Sampling and Multi-Scale Dense Depth Supervision.- Real-Time Three-Dimensional Reconstruction of Sparse Bird's-Eye-View Scenes.- A Long and Short-Term Memory Network for Heterogeneous Feature Fusion in College Student Psychological and Academic Risk Prediction.- EdgeS-DET: An Edge-Sharpening Detector for UAV-based Infrared Imager.- An Optuna-Optimized Dual-Stage Deep Learning Framework for Comprehensive Tongue Image Analysis.- Federated Vertical Learning without Data Sharing.- TSOD: Typhoon Similarity Based on Overlap and Multidimensional Metric.- A Point Cloud Sequence Prediction Model for Meteorological Disaster Early Warning.- Study on the Dynamic Performance of Fourier Interferometers Based on Fuzzy PID Algorithms.- Identifying Actual Causes Using LLMs.- t-Recourse: Actionable Counterfactual Explanations for Customer Churn via t-Way Sampling with IPOG.- ART-HPO: Adaptive Random Testing for Efficient Hyperparameter Optimization.- A Review of the Application and Development Trends of Artificial Intelligence Technology in Construction Engineering.- Development Pathways and Methodologies for Generative Artificial Intelligence in Future Architectural Design.- State Awareness and Optimal Control of Boiler Feed Pump Turbine in Deep Peak Shaving Based on GNN-Attention.- Adaptive Event-Triggered Fixed-Time Tracking Control for Robotic Manipulators.- Predefined-Time Control with Sliding Mode for Robotic Manipulators.- A Transformer-Based Approach for Frailty Risk Assessment in Older Adults.- DRL-based Latency-Aware Task Scheduling Enhancement for Smart Education.- Self-Tuning of Parameters for a Piezoelectric Proportional Valve Controller Based on a BP Neural Network.- A Comparative Study on Intelligent Prediction of Pedestrian Head Injury Based on Multi-modal Fusion.- Research on Adaptive Network Weight Algorithm for Path Tracking in Moose Driving Situation Based on Deep Reinforcement Learning.- Vehicle-Mounted Millimeter-Wave Radar Point Cloud Compression and Cloud-Based Collision Avoidance Model.- Multi-Layer Architecture-Based Intelligent Supervision System for Digital Economy Operation.- Artificial Intelligence-Based Adaptive Recommendation Framework for Personalized English Learning.