Big Data Mining and Analytics Open Access Editors-in-Chief: Yi Pan, Weimin Zheng
Home Big Data Mining and Analytics All Issues Volume 7 Issue 3
Volume 7 Issue 3, September 2024
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PP. 565-1014
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25 articles
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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
Zhaoxu Meng, Cheng Chen, Xuan Zhang, [...], Wei Zhao, Xuefeng Cui << Fewer
Published: 27 February 2024
2024, 7(3): 565-576
Open Access
DMSS: An Attention-Based Deep Learning Model for High-Quality Mass Spectrometry Prediction
Yihui Ren, Yu Wang, Wenkai Han, [...], Yikang Huang, Xiaoyang Hou, Chunming Zhang, Dongbo Bu, Xin Gao, Shiwei Sun << Fewer
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
Zhilong Lv, Rui Yan, Yuexiao Lin, [...], Lin Gao, Fa Zhang, Ying Wang << Fewer
Published: 16 April 2024
2024, 7(3): 590-602
Regular Articles
Open Access
House Price Prediction: A Multi-Source Data Fusion Perspective
Yaping Zhao, Jichang Zhao, Edmund Y. Lam
Published: 28 August 2024
2024, 7(3): 603-620
Open Access
A Large-Scale Spatio-Temporal Multimodal Fusion Framework for Traffic Prediction
Bodong Zhou, Jiahui Liu, Songyi Cui, Yaping Zhao
Published: 28 August 2024
2024, 7(3): 621-636
Open Access
Network Diffusion Framework to Simulate Spreading Processes in Complex Networks
Michał Czuba, Mateusz Nurek, Damian Serwata, [...], Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radosław Michalski, Piotr Bródka << Fewer
Published: 28 August 2024
2024, 7(3): 637-654
Open Access
Influence of Attribute Granulation on Three-Way Concept Lattices
Jun Long, Yinan Li, Zhan Yang
Published: 28 August 2024
2024, 7(3): 655-667
Open Access
EPIMR: Prediction of Enhancer-Promoter Interactions by Multi-Scale ResNet on Image Representation
Qiaozhen Meng, Yinuo Lyu, Xiaoqing Peng, [...], Junhai Xu, Jijun Tang, Fei Guo << Fewer
Published: 28 August 2024
2024, 7(3): 668-681
Open Access
Collaborative Knowledge Infusion for Low-Resource Stance Detection
Ming Yan, Tianyi Zhou Joey, W. Tsang Ivor
Published: 28 August 2024
2024, 7(3): 682-698
Open Access
Towards Privacy in Decentralized IoT: A Blockchain-Based Dual Response DP Mechanism
Kai Zhang, Pei-Wei Tsai, Jiao Tian, [...], Wenyu Zhao, Xinyi Cai, Longxiang Gao, Jinjun Chen << Fewer
Published: 28 August 2024
2024, 7(3): 699-717
Open Access
An Evaluation of Variational Autoencoder in Credit Card Anomaly Detection
Faleh Alshameri, Ran Xia
Published: 18 July 2024
2024, 7(3): 718-729
Open Access
Node and Edge Joint Embedding for Heterogeneous Information Network
Lei Chen, Yuan Li, Hualiang Liu, Haomiao Guo
Published: 28 August 2024
2024, 7(3): 730-752
Open Access
Graph Deep Active Learning Framework for Data Deduplication
Huan Cao, Shengdong Du, Jie Hu, [...], Yan Yang, Shi-Jinn Horng, Tianrui Li << Fewer
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
Min Li, Baoying Zhao, Yiming Li, [...], Pingjian Ding, Rui Yin, Shichao Kan, Min Zeng << Fewer
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
Ruimin Ma, Ruitao Xie, Yanlin Wang, [...], Jintao Meng, Yanjie Wei, Yunpeng Cai, Wenhui Xi, Yi Pan << Fewer
Published: 28 August 2024
2024, 7(3): 781-793
Open Access
SNCA: Semi-Supervised Node Classification for Evolving Large Attributed Graphs
Faima Abbasi, Muhammad Muzammal, Qiang Qu, [...], Farhan Riaz, Jawad Ashraf << Fewer
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
Shuqing He, Jicong Fan, Tianwei Yu
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
Jin Liu, Xu Tian, Hanhe Lin, [...], Hong-Dong Li, Yi Pan << Fewer
Published: 28 August 2024
2024, 7(3): 828-842
Open Access
Prompting Large Language Models with Knowledge-Injection for Knowledge-Based Visual Question Answering
Zhongjian Hu, Peng Yang, Fengyuan Liu, [...], Yuan Meng, Xingyu Liu << Fewer
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
Taojie Kuang, Pengfei Liu, Zhixiang Ren
Published: 28 August 2024
2024, 7(3): 858-888
Open Access
Local Region Frequency Guided Dynamic Inconsistency Network for Deepfake Video Detection
Pengfei Yue, Beijing Chen, Zhangjie Fu
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
Tao Chen, Yang Jiao, Lei Xie, Hongye Su
Published: 28 August 2024
2024, 7(3): 905-919
Open Access
Multi-Relational Graph Representation Learning for Financial Statement Fraud Detection
Chenxu Wang, Mengqin Wang, Xiaoguang Wang, [...], Luyue Zhang, Yi Long << Fewer
Published: 28 August 2024
2024, 7(3): 920-941
Open Access
Analysis and Classification of Fake News Using Sequential Pattern Mining
M. Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He
Published: 28 August 2024
2024, 7(3): 942-963
Open Access
Empirical and Experimental Perspectives on Big Data in Recommendation Systems: A Comprehensive Survey
Kamal Taha, Paul D. Yoo, Chan Yeun, Aya Taha
Published: 28 August 2024
2024, 7(3): 964-1014