Big Data Mining and Analytics

Research Article

Open Access

CLTDA:Identifying associations between tsRNAs and diseases based on contrastive learning

Wei Lan, Wenyi Chen, Chunling Li, [...],Qingfeng Chen, Wei Peng, Yi-Ping Phoebe Chen, Xiaoshu Zhu << Fewer

Available online: 25 April 2025

Open Access

Training Large Models on Heterogeneous and Geo-Distributed Resource with Constricted Networks

Zan Zong, Minkun Guo, Mingshu Zhai, [...],Yinan Tang, Jianjiang Li, Jidong Zhai << Fewer

Available online: 27 March 2025

Open Access

Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications

Long Cui, Yongbin Liu, Chunping Ouyang, [...],Ying Yu, Jiangtao Zhang, Yaping Wan, Fei Yang << Fewer

Available online: 27 February 2025

Open Access

SL-CMTGP: An effective knowledge interaction matching model between multitasks for large-scale biomedical ontologies

Donglei Sun, Qing Lv, Pei-Wei Tsai, [...],Xingsi Xue, Kai Zhang, Ketao Dai << Fewer

Available online: 12 February 2025

Open Access

RUP-GAN: A Black-Box Attack Method for Social Intelligence Recommendation Systems Based on Adversarial Learning

Siyang Yu, Mingxing Duan, Kezhi Wang, Shenghong Yang

Available online: 20 January 2025

Open Access

RHCrackNet: Refined Hierarchical Feature Fusion and Enhancement Network for Pixel-level Pavement Anomaly Detection

Wenjing Liu, Zhenhua Li, Ji Wang, Qingjie Lu

Available online: 29 September 2024

Open Access

Data-Driven Agent-Based Model for Public Opinion Propagation Simulation in Cyberbullying

Runyu Wang, Tun Lu, Peng Zhang, Ning Gu

Available online: 31 July 2024

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Open Access

Editorial: Special Section on Intelligent Network Video Advances Based on Transformers

Lin Yuanbo Wu, Bo Li, Huibing Wang, [...],Chunhua Shen, Benjamin Mora, Chen Chen, Xianghua Xie << Fewer

Published: 04 April 2025 2025, 8(3): 519

Open Access

ETV-MVS: Robust Visibility-Aware Multi-View Stereo with Epipolar Line-Based Transformer

Shaoqian Wang, Xiaokun Ding, Yuxin Mao, Yuchao Dai

Published: 04 April 2025 2025, 8(3): 520-533

Open Access

SVMFN-FSAR: Semantic-Guided Video Multimodal Fusion Network for Few-Shot Action Recognition

Ran Wei, Rui Yan, Hongyu Qu, [...],Xing Li, Qiaolin Ye, Liyong Fu << Fewer

Published: 04 April 2025 2025, 8(3): 534-550

Open Access

Spatial-Temporal Sequence Attention Based Efficient Transformer for Video Snow Removal

Tao Gao, Qianxi Zhang, Ting Chen, Yuanbo Wen

Published: 04 April 2025 2025, 8(3): 551-562

Open Access

MFD-KD: Multi-Scale Frequency-Driven Knowledge Distillation

Tao Dai, Rongliang Huang, Hang Guo, [...],Jinbao Wang, Bo Li, Zexuan Zhu << Fewer

Published: 04 April 2025 2025, 8(3): 563-574

Open Access

Towards Efficient Serverless MapReduce Computing on Cloud-Native Platforms

Xu Huang, Rong Gu, Yihua Huang

Published: 04 April 2025 2025, 8(3): 575-591

Open Access

Resource Time Series Analysis and Forecasting in Large-Scale Virtual Clusters

Yue Lin, Jiamin Wen, Xudong Zhang, [...],Yan Liang, Jianjiang Li << Fewer

Published: 04 April 2025 2025, 8(3): 592-605

Open Access

Parameter Disentanglement for Diverse Representations

Jingxu Wang, Jingda Guo, Ruili Wang, [...],Zhao Zhang, Liyong Fu, Qiaolin Ye << Fewer

Published: 04 April 2025 2025, 8(3): 606-623

Open Access

Text Classification Techniques: A Holistic Review, Observational Analysis, and Experimental Investigation

Kamal Taha, Paul D. Yoo, Chan Yeun, Aya Taha

Published: 04 April 2025 2025, 8(3): 624-660

Open Access

Joint Adaptive Resolution Selection and Conditional Early Exiting for Efficient Video Recognition on Edge Devices

Qingli Wang, Chengwu Yu, Shan Chen, [...],Weiwei Fang, Naixue Xiong << Fewer

Published: 04 April 2025 2025, 8(3): 661-677

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Open Access

Multi-view Clustering: A Survey

Yan Yang, Hao Wang

Published: 12 April 2018 2018, 1(2): 83-107

Open Access

Applications of Deep Learning to MRI Images: A Survey

Jin Liu, Yi Pan, Min Li, [...],Ziyue Chen, Lu Tang, Chengqian Lu, Jianxin Wang << Fewer

Published: 25 January 2018 2018, 1(1): 1-18

Open Access

A Survey of Data Partitioning and Sampling Methods to Support Big Data Analysis

Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, [...],Tamer Z. Emara, Kuanishbay Sadatdiynov << Fewer

Published: 27 February 2020 2020, 3(2): 85-101

Open Access

Big Data with Cloud Computing: Discussions and Challenges

Amanpreet Kaur Sandhu

Published: 27 December 2021 2022, 5(1): 32-40

Open Access

Security and Privacy in Metaverse: A Comprehensive Survey

Yan Huang, Yi (Joy) Li, Zhipeng Cai

Published: 26 January 2023 2023, 6(2): 234-247

Open Access

Big Data Analytics for Healthcare Industry: Impact, Applications, and Tools

Sunil Kumar, Maninder Singh

Published: 15 October 2018 2019, 2(1): 48-57

Open Access

IoT-Based Data Logger for Weather Monitoring Using Arduino-Based Wireless Sensor Networks with Remote Graphical Application and Alerts

Jamal Mabrouki, Mourade Azrour, Driss Dhiba, [...],Yousef Farhaoui, Souad El Hajjaji << Fewer

Published: 12 January 2021 2021, 4(1): 25-32

Open Access

Prediction of COVID-19 Confirmed, Death, and Cured Cases in India Using Random Forest Model

Vishan Kumar Gupta, Avdhesh Gupta, Dinesh Kumar, Anjali Sardana

Published: 01 February 2021 2021, 4(2): 116-123

Open Access

Applying Big Data Based Deep Learning System to Intrusion Detection

Wei Zhong, Ning Yu, Chunyu Ai

Published: 16 July 2020 2020, 3(3): 181-195

Open Access

Improvising Personalized Travel Recommendation System with Recency Effects

Paromita Nitu, Joseph Coelho, Praveen Madiraju

Published: 12 May 2021 2021, 4(3): 139-154

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Open Access

Medical Knowledge Graph: Data Sources, Construction, Reasoning, and Applications

Xuehong Wu, Junwen Duan, Yi Pan, Min Li

Published: 26 January 2023 2023, 6(2): 201-217

Open Access

E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review

Abed Mutemi, Fernando Bacao

Published: 22 April 2024 2024, 7(2): 419-444

Open Access

A Systematic Review Towards Big Data Analytics in Social Media

Md. Saifur Rahman, Hassan Reza

Published: 09 June 2022 2022, 5(3): 228-244

Open Access

A Deep-Learning Prediction Model for Imbalanced Time Series Data Forecasting

Chenyu Hou, Jiawei Wu, Bin Cao, Jing Fan

Published: 26 August 2021 2021, 4(4): 266-278

Open Access

Deep Learning in Nuclear Industry: A Survey

Chenwei Tang, Caiyang Yu, Yi Gao, [...],Jianming Chen, Jiaming Yang, Jiuling Lang, Chuan Liu, Ling Zhong, Zhenan He, Jiancheng Lv << Fewer

Published: 25 January 2022 2022, 5(2): 140-160

Open Access

Big Data with Cloud Computing: Discussions and Challenges

Amanpreet Kaur Sandhu

Published: 27 December 2021 2022, 5(1): 32-40

Open Access

Intelligent and Adaptive Web Data Extraction System Using Convolutional and Long Short-Term Memory Deep Learning Networks

Sudhir Kumar Patnaik, C. Narendra Babu, Mukul Bhave

Published: 26 August 2021 2021, 4(4): 279-297

Open Access

Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques

Hanaa Attou, Azidine Guezzaz, Said Benkirane, [...],Mourade Azrour, Yousef Farhaoui << Fewer

Published: 07 April 2023 2023, 6(3): 311-320

Open Access

A Comparison of Computational Approaches for Intron Retention Detection

Jiantao Zheng, Cuixiang Lin, Zhenpeng Wu, Hong-Dong Li

Published: 27 December 2021 2022, 5(1): 15-31

Open Access

News Topic Detection Based on Capsule Semantic Graph

Shuang Yang, Yan Tang

Published: 25 January 2022 2022, 5(2): 98-109

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