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Journal

Big Data Mining and Analytics

2096-0654 · Tsinghua University Press

21 verified public works

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Improving Cross-Modal Semantic Alignment with Cross-Modal Joint Semantic Transformer for Multimodal Sentiment Analysis

2026 · 0 citations

Detection of Base Modifications Using Long-Read Sequencing: Methods, Applications, and Challenges

2026 · 0 citations

Empowering Large Language Models for Relational Data Cleaning and Integration

2026 · 0 citations

AASFormer: Adaptive Axial Squeeze Transformer Network for Industrial Surface Defect Segmentation

2026 · 0 citations

A Zero-Shot Explainable Doctor Ranking Framework with Large Language Models

2026 · 0 citations

CFL-LSTM: Collaborative Cloud Server Load Prediction Using Multi-Dimensional Time Series Correlation Analysis and LSTM

2026 · 0 citations

TabMAGD: Combining Masked Autoencoders with Guided Diffusion for Mixed-Type Tabular Data Synthesis

2026 · 0 citations

Hypergraph-Enhanced Multimodal Dynamics for Multi-Omics Classification via Intra- and Inter-Sample Fusion

2026 · 0 citations

HFXL-Model: A Hybrid Deep Learning and Ensemble Boosting Framework for Binary Intrusion Detection in IoT Networks

2026 · 0 citations

Deep Feature Learning with Concatenated Rectified Pooling Units

2026 · 0 citations

Enhancing Distance Entropy Preservation via $\boldsymbol{L}^{2}$ Normalization and Geodesic Distances in High-Dimensional Single-Cell Data Visualization

2026 · 0 citations

Causal-Enhanced Wasserstein GAN in VAE Latent Space for Discrete Integer Data Generation

2026 · 0 citations

You Only Forward Once: Prediction and Rationalization in a Single Forward Pass

2026 · 0 citations

Causal Machine Learning for Surgical Interventions

2026 · 0 citations

A Novel Exchange Rate Forecasting Paradigm Based on Multi-Agent Collaboration and Multimodal Big Data-Driven Methods

2026 · 0 citations

SWAN: Sliding Window Based Attention Network for Early Battery Anomaly Detection

2026 · 0 citations

LXformer: A Long-Term Time Series Forecasting Model Based on Multi-Granularity Feature Extraction for Edge Devices

2026 · 0 citations

Multi-Layer Stacking Ensemble Learning Framework Utilizing Gut Microbiota Data for Colorectal Cancer Classification

2026 · 0 citations

DBG-DDA: A Dual-Branch Graph Learning Method for Drug-Disease Associations Prediction

2026 · 0 citations

RAG-Based Language Model with Enhanced Indexing Optimization for Financial Intelligent Customer Service Application

2026 · 0 citations

Hierarchical Structure Reveals Community Structure in Networks

2026 · 0 citations

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