Big Data Mining and Analytics Open Access Editors-in-Chief: Yi Pan, Weimin Zheng
Volume 7 Issue 3, September 2024
PP. 565-1014
|
25 articles
Special Section on Machine Learning for Biological and Medical Big Data
Open Access
Exploring Fragment Adding Strategies to Enhance Molecule Pretraining in AI-Driven Drug Discovery
Published: 27 February 2024
2024, 7(3): 565-576
Open Access
DMSS: An Attention-Based Deep Learning Model for High-Quality Mass Spectrometry Prediction
Published: 28 August 2024
2024, 7(3): 577-589
Open Access
A Disentangled Representation-Based Multimodal Fusion Framework Integrating Pathomics and Radiomics for KRAS Mutation Detection in Colorectal Cancer
Published: 16 April 2024
2024, 7(3): 590-602
Regular Articles
Open Access
House Price Prediction: A Multi-Source Data Fusion Perspective
Published: 28 August 2024
2024, 7(3): 603-620
Open Access
A Large-Scale Spatio-Temporal Multimodal Fusion Framework for Traffic Prediction
Published: 28 August 2024
2024, 7(3): 621-636
Open Access
Network Diffusion Framework to Simulate Spreading Processes in Complex Networks
Published: 28 August 2024
2024, 7(3): 637-654
Open Access
Influence of Attribute Granulation on Three-Way Concept Lattices
Published: 28 August 2024
2024, 7(3): 655-667
Open Access
EPIMR: Prediction of Enhancer-Promoter Interactions by Multi-Scale ResNet on Image Representation
Published: 28 August 2024
2024, 7(3): 668-681
Open Access
Collaborative Knowledge Infusion for Low-Resource Stance Detection
Published: 28 August 2024
2024, 7(3): 682-698
Open Access
Towards Privacy in Decentralized IoT: A Blockchain-Based Dual Response DP Mechanism
Published: 28 August 2024
2024, 7(3): 699-717
Open Access
An Evaluation of Variational Autoencoder in Credit Card Anomaly Detection
Published: 18 July 2024
2024, 7(3): 718-729
Open Access
Node and Edge Joint Embedding for Heterogeneous Information Network
Published: 28 August 2024
2024, 7(3): 730-752
Open Access
Graph Deep Active Learning Framework for Data Deduplication
Published: 28 August 2024
2024, 7(3): 753-764
Open Access
SGCL-LncLoc: An Interpretable Deep Learning Model for Improving lncRNA Subcellular Localization Prediction with Supervised Graph Contrastive Learning
Published: 28 August 2024
2024, 7(3): 765-780
Open Access
Autism Spectrum Disorder Classification with Interpretability in Children Based on Structural MRI Features Extracted Using Contrastive Variational Autoencoder
Published: 28 August 2024
2024, 7(3): 781-793
Open Access
SNCA: Semi-Supervised Node Classification for Evolving Large Attributed Graphs
Published: 28 August 2024
2024, 7(3): 794-808
Open Access
G3DC: A Gene-Graph-Guided Selective Deep Clustering Method for Single Cell RNA-seq Data
Published: 28 August 2024
2024, 7(3): 809-827
Open Access
Multi-Task Learning for Alzheimer’s Disease Diagnosis and Mini-Mental State Examination Score Prediction
Published: 28 August 2024
2024, 7(3): 828-842
Open Access
Prompting Large Language Models with Knowledge-Injection for Knowledge-Based Visual Question Answering
Published: 28 August 2024
2024, 7(3): 843-857
Open Access
Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey
Published: 28 August 2024
2024, 7(3): 858-888
Open Access
Local Region Frequency Guided Dynamic Inconsistency Network for Deepfake Video Detection
Published: 28 August 2024
2024, 7(3): 889-904
Open Access
QTFN: A General End-to-End Time-Frequency Network to Reveal the Time-Varying Signatures of the Time Series
Published: 28 August 2024
2024, 7(3): 905-919
Open Access
Multi-Relational Graph Representation Learning for Financial Statement Fraud Detection
Published: 28 August 2024
2024, 7(3): 920-941
Open Access
Analysis and Classification of Fake News Using Sequential Pattern Mining
Published: 28 August 2024
2024, 7(3): 942-963
Open Access
Empirical and Experimental Perspectives on Big Data in Recommendation Systems: A Comprehensive Survey
Published: 28 August 2024
2024, 7(3): 964-1014