Big Data

Flexible Knowledge Graph Error Detection Framework Combined with Semantic Information.- Session-level Normalization and Click-through Data Enhancement for Session-based Evaluation.- A Multi-Dimensional Early Warning Mechanism for Biological Invasions: A Case Study of Vespa Mandarinia.- DLP-FR: Learning Predictable Degradation for Robust Blind Face Restoration.- A joint relation extraction model utilizing message passing mechanism for feature fusion to alleviate FN problem from distant supervision.- Urban Traffic Management: A Predictive Approach Using Mobile Phone Data.- FedPSED: Federated Public Safety Emergency Detection Based on Adaptive Aggregation Strategy.- Evaluation of Retrieval-Augmented Generation: A Survey.- CMNet: Fast Time Series Forecasting Based on Hybrid Convolution-MLP Architecture.- A Domain Adaptive Based Reinforcement Learning Algorithm for Job Shop Scheduling Problems.- Large-scale Data Generation Using SWLBM on the Sunway TaihuLight Supercomputer and Subsequent Data Mining with Physics-Informed Neural Networks.- Enhancing Interaction Graph of Data Schema and Syntactic Structure with Pre-trained Language Model for Text-to-SQL.- Spatial Evolution Analysis of the Level of Digital Economy Development in China.- Predicting Calibrated Conversion Rate of Online Advertising Using a Multi-Task Mixture-of-Experts Calibration Model.- A Transformer-based Spatio-temporal Graph Neural Network for Anomaly Detection on Dynamic Graphs.- Morphological Semantic Ensemble Filtering of Massive Sentence Pairs for Neural Machine Translation.- Improving Event-Level Financial Sentiment Analysis with Retrieval-Augmented Multipath Chain-of-Thought Prompting.- POSRho:Efficient Spearman's Rho Calculation for Big Data.- A Fusion Tuning Method for Named Entity Recognition.- Design of AXI Bus-Based IP Core for Image Processing.- Automated Clinical Summary Generation Via Integrating Structured and Unstructured Data.- A Review on Deep Learning for Sequential Recommendation Systems: Key Technologies and Directions.- TrajUT: Intruder Trajectory Recovery on Utility Tunnel via Video Surveillance Systems.- Spatio-temporal Graph Fusion Network-based Multivariate Time Series Forecasting of Environmental Factors in Utility Tunnels.- Improving spatial co-location pattern mining with enhanced neighbor relationship measures.- PFG: Generation of Paper-Style Handwritten Formulas for Enhancing Handwritten Mathematical Expression Recognition.