10.6(top 1%)
impact factor
967(top 20%)
papers
40.8K(top 10%)
citations
81(top 10%)
h-index
11.0(top 2%)
extended IF
992
all documents
45.1K
doc citations
188(top 5%)
g-index

Top Articles

#TitleJournalYearCitations
1A survey on Image Data Augmentation for Deep LearningJournal of Big Data20196,308
2A survey of transfer learningJournal of Big Data20163,603
3Review of deep learning: concepts, CNN architectures, challenges, applications, future directionsJournal of Big Data20212,936
4Deep learning applications and challenges in big data analyticsJournal of Big Data20151,772
5Survey on deep learning with class imbalanceJournal of Big Data20191,474
6Big data in healthcare: management, analysis and future prospectsJournal of Big Data2019848
7Text Data Augmentation for Deep LearningJournal of Big Data2021718
8Deep convolutional neural network based medical image classification for disease diagnosisJournal of Big Data2019619
9Internet of Things is a revolutionary approach for future technology enhancement: a reviewJournal of Big Data2019569
10Big data analytics: a surveyJournal of Big Data2015556
11CatBoost for big data: an interdisciplinary reviewJournal of Big Data2020498
12Sentiment analysis using product review dataJournal of Big Data2015478
13A survey on addressing high-class imbalance in big dataJournal of Big Data2018470
14Big healthcare data: preserving security and privacyJournal of Big Data2018413
15Selecting critical features for data classification based on machine learning methodsJournal of Big Data2020412
16Step away from stepwiseJournal of Big Data2018332
17A survey of open source tools for machine learning with big data in the Hadoop ecosystemJournal of Big Data2015327
18Uncertainty in big data analytics: survey, opportunities, and challengesJournal of Big Data2019322
19A survey on missing data in machine learningJournal of Big Data2021322
20Survey of review spam detection using machine learning techniquesJournal of Big Data2015319
21Analysis and best parameters selection for person recognition based on gait model using CNN algorithm and image augmentationJournal of Big Data2021308
22Cybersecurity data science: an overview from machine learning perspectiveJournal of Big Data2020286
23A survey on platforms for big data analyticsJournal of Big Data2015279
24Survey on categorical data for neural networksJournal of Big Data2020272
25Intelligent video surveillance: a review through deep learning techniques for crowd analysisJournal of Big Data2019267
26Analysis of diabetes mellitus for early prediction using optimal features selectionJournal of Big Data2019254
27Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 DatasetJournal of Big Data2020243
28Big Data: Deep Learning for financial sentiment analysisJournal of Big Data2018241
29Customer churn prediction in telecom using machine learning in big data platformJournal of Big Data2019238
30Big data privacy: a technological perspective and reviewJournal of Big Data2016237
31Manufacturing process data analysis pipelines: a requirements analysis and surveyJournal of Big Data2019236
32Smart literature review: a practical topic modelling approach to exploratory literature reviewJournal of Big Data2019236
33A survey on heterogeneous transfer learningJournal of Big Data2017232
34A review of data mining using big data in health informaticsJournal of Big Data2014221
35Deep Learning applications for COVID-19Journal of Big Data2021210
36Visualizing Big Data with augmented and virtual reality: challenges and research agendaJournal of Big Data2015206
37Intrusion detection and Big Heterogeneous Data: a SurveyJournal of Big Data2015206
38A comprehensive survey of anomaly detection techniques for high dimensional big dataJournal of Big Data2020197
39Boosting methods for multi-class imbalanced data classification: an experimental reviewJournal of Big Data2020196
40An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilitiesJournal of Big Data2015194
41Short-term stock market price trend prediction using a comprehensive deep learning systemJournal of Big Data2020193
42Toward multi-label sentiment analysis: a transfer learning based approachJournal of Big Data2020178
43A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applicationsJournal of Big Data2023176
44Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usageJournal of Big Data2019175
45Comparative analysis of deep learning image detection algorithmsJournal of Big Data2021166
46Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunitiesJournal of Big Data2020160
47The use of Big Data Analytics in healthcareJournal of Big Data2022156
48Analysis of agriculture data using data mining techniques: application of big dataJournal of Big Data2017150
49A survey on data‐efficient algorithms in big data eraJournal of Big Data2021149
50Analysis and classification of heart diseases using heartbeat features and machine learning algorithmsJournal of Big Data2019148