Tan / Shi Data Mining and Big Data

10th International Conference, DMBD 2025, Beijing, China, December 19–22, 2025, Proceedings
Erscheinungsjahr 2026
ISBN: 978-981-9202-29-4
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 260 Seiten

Reihe: Communications in Computer and Information Science

This book constitutes the refereed proceedings of the 10th International Conference on Data Mining and Big Data, DMBD 2025, held in Beijing, China, in December 19-22, 2025.

The 20 full papers included in this book were carefully reviewed and selected from 42 submissions. This conference focuses on  algorithms, models, and applications of data mining, big data, and artificial intelligence techniques.

Zielgruppe

Research

Autoren/Hrsg.

Tan, Ying

Shi, Yuhui

Inhaltsverzeichnis

.- Classfying Social Touch using Convolutional neural network and long short - term memory techniques.

.- A Smartphone-Based Two-Stage Approach for Early Screening of Pulmonary Health and COPD.

.- A Bayesian Network Model for Assessing Sales Risk in E-commerce Live-Streaming: A Retailer’s Perspective.

.- Resu: A regularized and non-monotonic activation function for convolution neural network.

.- Deep Learning for Efficient Spintronic Film Analysis.

.- Carbon Price Forecasting Based on EMD and Deep Learning.

.- Generalizable Abnormal Driving Behavior Recognition Based on Dual-Stream Feature Fusion And Domain Alignment.

.- A Novel Crow Search Algorithm for Anomaly Detection.

.- A Study on Explainable Graph Anomaly Detection via Graph Contrastive Learning.

.- Investigation of Insomnia Detection Based on Refined Machine Learning Algorithm.

.- Multi-scale Dynamic Interaction Network for Change Detection.

.- Deception Detection based on Audio Features.

.- Hybrid Fitness Functions for Factor Mining: Combining Information Coefficient with Tail Return Components.

.- Fuzzy Spatial High Utility Co-location Patterns Mining Based on Extended Regions.

.- A Class of Locally Repairable Codes for Cloud Storage.

.- An Adaptive Ensemble Learning Strategy Dynamic Selection Method.

.- Edge-Optimized Multimodal Learning for UAV Video Understanding via BLIP-2.

.- Stage-Aware Optimization of Corpse Combustion via Rolling-Horizon GA.

.- Network Load Forecasting via SARIMA-BiLSTM Transfer Learning.

.- A Chinese Text Deduplication Method Integrating Semantics.