Description
Book Synopsis._Intelligent Data Analysis and Prediction.
._A Table Semantic Retrieval Method using Self-supervised Pre-training Querying Transformer and Text-Attributed Graphs.
._BCIMFuse: Beneficial Complementary Information Mining Networks for Infrared and Visible Image Fusion.
._MCTFuse: A Cross-Domain Global Interaction Framework for Infrared and Visible Image Fusion.
._ Fine-Grained Feature Fusion for Self-Supervised Multimodal Sentiment Analysis.
._LFVD: Language-Focused Augmented Transformer with Variational Distillation Fusion for Multimodal Emotion Recognition in Conversation.
._A Multi-Expert Vision Adapter Framework for End-to-End Vision-Language Integration.
._Memory Adaptive Dynamic Graph Convolutional Recurrent Networks for Traffic Prediction.
._LLM-Enhanced Feature Engineering for Multi-Factor Electricity Price Predictions.
._Two-state Interpretable Knowledge Tracing Model Based on Difficulty Tensor.
._TKGMamba: An Efficient Temporal Knowledge Graph Reasoning Method with Enhanced Semantic and Temporal Dependency Modeling.
._Dependencies in Long-Term Time Series Forecasting.
._KGNN-KT: Enhancing Knowledge Tracing in Programming Education Through LLM-Extracted Knowledge Graphs.
._ETHDec: An Opcode-level Analysis Approach through Parameter-efficient Fine-tuning.
._Transformer-based Heterogeneous Feature Disentangled Representation Learning for Multimodal Sentiment Analysis.
._MCot-NWU: A Multi-CoT Framework for Interpreting Chinese Internet Neologisms.
._Bus Arrival Time Prediction at Intersections via Structured Spatio-Temporal Learning.
._GEM-GCRN: A Geospatial-Enabled Meta-Graph Convolutional Recurrent Network for Traffic Prediction.
._DSEFormer: An Efficient Deep Learning-Based Regression Framework.
._Bearing Remaining Useful Life Prediction Method Based on the GWO Algorithm and MsTCN-Informer Model.
._DSTNet: A Dual-Branch Architecture for Seasonal-Trend Feature Fusion in Time Series Forecasting.
._Text-Based Sarcasm Detection with Emoji Contradictory Clues Assisting.
._Convolutional Long Short-Term Memory Neural Networks Based Numerical Simulation of Flow Field.
._Yes or No: Active Learning with Binary Feedback for Efficient Label Acquisition.
._Self-Supervised Graph-Optimized Cascading Disentangled GCNs for Multi-Behavior Recommendation.
._From Interpretation to Precision: A Game-Theoretic Model for Accurate Precipitation Nowcasting.
._ADInformer for the Personalized Prediction of Alzheimer's Disease Progression Trajectory.
._Personalized Learning Style Classification and Adaptive Teaching with SRE-TransformerNet.
._PAMCNet: A Hybrid Network Combining Patch-Dependent Attention and Mamba Channel Modeling for Multivariate Time Series Forecasting.
._G-Value: Bridging the Gap Between LOO and Shapley Value Approaches for Data Valuation.
._HBLSIR: Information Diffusion Modeling on Inherent Public Opinion Structure, Multidimensional Emotion and Dynamic Susceptibility.
._Aircraft surface taxiing trajectory prediction fused with path instructions.
._Carbon Emission Prediction Based on GNNWR-GBDT.
._Flight Trajectory Prediction Based on TCN-Transformer Method.
._An Effective Support Vector Regression Based on L∞-norm for Small Samples.
._AutoBackend: Agent-driven Framework for Intelligent Backend Development.
._Intelligent Fault Diagnosis of Tunnel Boring Machine Main Bearings via LCD-FastICA and Multi-scale CNN.
._Time Series Anomaly Detection Based on an Enhanced Anomaly Transformer.
._Fine-Grained Root Cause Localization for Large-Scale Server Systems Based on Indicator-Level Graph Learning.
._A Network Traffic Anomaly Detection Method Based on BLTranAD-NR.
._HRM: A One-Class Learning Approach for Anomaly Detection in Blockchain Transactions.
._Adaptive Ternary Division with VLM Knowledge for Domain Adaptation of Black-Box Predictors.
._BAAM: An Inferential Multi-Agent Modeling for Energy-Optimized Job Scheduling in Green Data Centers.
._Multi-level Attention-based Dynamic Production Task Scheduling with Cross-plant Material Transfers in Multi-plant Collaborative Manufacturing.
._Collaborative Edge Computing.
