10.1(top 1%)
impact factor
913(top 20%)
papers
34.5K(top 10%)
citations
75(top 10%)
h-index
10.4(top 1%)
extended IF
919
all documents
38.0K
doc citations
173(top 5%)
g-index

Top Articles

#TitleJournalYearCitations
1A survey on Image Data Augmentation for Deep LearningJournal of Big Data20195,470
2A survey of transfer learningJournal of Big Data20163,193
3Review of deep learning: concepts, CNN architectures, challenges, applications, future directionsJournal of Big Data20212,200
4Deep learning applications and challenges in big data analyticsJournal of Big Data20151,661
5Survey on deep learning with class imbalanceJournal of Big Data20191,285
6Big data in healthcare: management, analysis and future prospectsJournal of Big Data2019722
7Text Data Augmentation for Deep LearningJournal of Big Data2021594
8Deep convolutional neural network based medical image classification for disease diagnosisJournal of Big Data2019530
9Big data analytics: a surveyJournal of Big Data2015527
10Internet of Things is a revolutionary approach for future technology enhancement: a reviewJournal of Big Data2019479
11Sentiment analysis using product review dataJournal of Big Data2015447
12A survey on addressing high-class imbalance in big dataJournal of Big Data2018405
13CatBoost for big data: an interdisciplinary reviewJournal of Big Data2020361
14Big healthcare data: preserving security and privacyJournal of Big Data2018359
15Selecting critical features for data classification based on machine learning methodsJournal of Big Data2020329
16A survey of open source tools for machine learning with big data in the Hadoop ecosystemJournal of Big Data2015314
17Survey of review spam detection using machine learning techniquesJournal of Big Data2015301
18Analysis and best parameters selection for person recognition based on gait model using CNN algorithm and image augmentationJournal of Big Data2021297
19Step away from stepwiseJournal of Big Data2018292
20Uncertainty in big data analytics: survey, opportunities, and challengesJournal of Big Data2019274
21A survey on platforms for big data analyticsJournal of Big Data2015269
22Cybersecurity data science: an overview from machine learning perspectiveJournal of Big Data2020246
23Intelligent video surveillance: a review through deep learning techniques for crowd analysisJournal of Big Data2019231
24Analysis of diabetes mellitus for early prediction using optimal features selectionJournal of Big Data2019230
25Survey on categorical data for neural networksJournal of Big Data2020225
26Manufacturing process data analysis pipelines: a requirements analysis and surveyJournal of Big Data2019221
27Big Data: Deep Learning for financial sentiment analysisJournal of Big Data2018219
28A survey on missing data in machine learningJournal of Big Data2021216
29Big data privacy: a technological perspective and reviewJournal of Big Data2016215
30A review of data mining using big data in health informaticsJournal of Big Data2014214
31A survey on heterogeneous transfer learningJournal of Big Data2017214
32Customer churn prediction in telecom using machine learning in big data platformJournal of Big Data2019200
33Intrusion detection and Big Heterogeneous Data: a SurveyJournal of Big Data2015199
34Deep Learning applications for COVID-19Journal of Big Data2021195
35Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 DatasetJournal of Big Data2020194
36Visualizing Big Data with augmented and virtual reality: challenges and research agendaJournal of Big Data2015193
37Smart literature review: a practical topic modelling approach to exploratory literature reviewJournal of Big Data2019192
38An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilitiesJournal of Big Data2015182
39Toward multi-label sentiment analysis: a transfer learning based approachJournal of Big Data2020163
40A comprehensive survey of anomaly detection techniques for high dimensional big dataJournal of Big Data2020160
41Boosting methods for multi-class imbalanced data classification: an experimental reviewJournal of Big Data2020156
42Short-term stock market price trend prediction using a comprehensive deep learning systemJournal of Big Data2020155
43Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usageJournal of Big Data2019151
44Analysis of agriculture data using data mining techniques: application of big dataJournal of Big Data2017135
45Big Data management in smart grid: concepts, requirements and implementationJournal of Big Data2017128
46Comparative analysis of deep learning image detection algorithmsJournal of Big Data2021127
47Prediction and analysis of Indonesia Presidential election from Twitter using sentiment analysisJournal of Big Data2018124
48Intrusion detection model using machine learning algorithm on Big Data environmentJournal of Big Data2018124
49Big data stream analysis: a systematic literature reviewJournal of Big Data2019122
50Analysis and classification of heart diseases using heartbeat features and machine learning algorithmsJournal of Big Data2019121