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Big Data Mining and Analytics | ResearchHub - ResearchHub

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Big Data Mining and Analytics

Tsinghua University Press · ISSN 2096-0654

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Improving Cross-Modal Semantic Alignment with Cross-Modal Joint Semantic Transformer for Multimodal Sentiment Analysis2026 · Wenxuan Zhang, Jihong Ding, Huazhong Liu · 0 citations

AASFormer: Adaptive Axial Squeeze Transformer Network for Industrial Surface Defect Segmentation2026 · Haoran Yang, Zekun Cao · 0 citations

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Empowering Large Language Models for Relational Data Cleaning and Integration2026 · Xiaojun Shi, Gregorius Justin Chung, Derick Julian · 0 citations

Detection of Base Modifications Using Long-Read Sequencing: Methods, Applications, and Challenges2026 · Tao Sheng, Yifu Xiao, Peng Ni · 0 citations

A Zero-Shot Explainable Doctor Ranking Framework with Large Language Models2026 · Ziyang Zeng, Dongyuan Li · 0 citations

TabMAGD: Combining Masked Autoencoders with Guided Diffusion for Mixed-Type Tabular Data Synthesis2026 · Yinan Jing, Zhenying He, X. Sean Wang · 0 citations

HFXL-Model: A Hybrid Deep Learning and Ensemble Boosting Framework for Binary Intrusion Detection in IoT Networks2026 · Abdeslem Blali, Souhayla Dargaoui, Mourade Azrour · 0 citations

Hypergraph-Enhanced Multimodal Dynamics for Multi-Omics Classification via Intra- and Inter-Sample Fusion2026 · Mengyuan Zhao, Yilang Xiao, Meiyi Xie · 0 citations

Enhancing Distance Entropy Preservation via $\boldsymbol{L}^{2}$ Normalization and Geodesic Distances in High-Dimensional Single-Cell Data Visualization2026 · Ziqi Rong, Jinpu Cai, Jiahao Qiu · 0 citations

You Only Forward Once: Prediction and Rationalization in a Single Forward Pass2026 · Junwen Duan, Zhe Qu · 0 citations

A Novel Exchange Rate Forecasting Paradigm Based on Multi-Agent Collaboration and Multimodal Big Data-Driven Methods2026 · Di Han, Jiaqi Chen, Zikun Guo · 0 citations

Causal-Enhanced Wasserstein GAN in VAE Latent Space for Discrete Integer Data Generation2026 · Anqi Shangguan, Nan Feng, Rong Fei · 0 citations

Causal Machine Learning for Surgical Interventions2026 · Junior Ben Tamo, Nishant S. Chouhan, Micky C. Nnamdi · 0 citations

LXformer: A Long-Term Time Series Forecasting Model Based on Multi-Granularity Feature Extraction for Edge Devices2026 · Zhikui Chen, Xun Tu · 0 citations

Hierarchical Structure Reveals Community Structure in Networks2026 · Chaojun Zhang, Jianhong Mou, Bitao Dai · 0 citations

SWAN: Sliding Window Based Attention Network for Early Battery Anomaly Detection2026 · Wenrui Ma, Tianhang Zhou, Kezhou Chen · 0 citations

DBG-DDA: A Dual-Branch Graph Learning Method for Drug-Disease Associations Prediction2026 · Zhenghua Guan, Baiying Lei, Xiaoting Zeng · 0 citations

Multi-Layer Stacking Ensemble Learning Framework Utilizing Gut Microbiota Data for Colorectal Cancer Classification2026 · Yaoyang Liu, Hongda Chen, Kuangyu Chen · 0 citations

RAG-Based Language Model with Enhanced Indexing Optimization for Financial Intelligent Customer Service Application2026 · Hongfeng Chai, Renfeng Chen, Hongbin Zhu · 0 citations

Deep Feature Learning with Concatenated Rectified Pooling Units2026 · Hera Siddiqui, Chaity Banerjee, Erik Blasch · 0 citations