Journal Of Big Data is an academic journal focused on the field of big data, which not only welcomes the research of deep learning algorithms, but also covers a wide range of areas of big data applications. In particular, the journal encourages in-depth investigative reports and case studies on big data technologies to facilitate the exchange of knowledge and innovation in practice.In the wave of big data, we face many challenges, and these challenges include, but are not limited to, the capture and storage of data. With the explosive growth of data volume, how to efficiently store and manage this data has become a key issue. In addition, the search, sharing and analysis of data are also core issues in the field of big data. How to quickly and accurately extract useful information from massive data is an important direction for the development of big data technology.
大数据杂志(Journal Of Big Data)是一本由Springer Nature出版的一本Computer Science-Information Systems学术刊物,主要报道Computer Science-Information Systems相关领域研究成果与实践。本刊已入选来源期刊,出版周期1 issue/year。2021-2022年最新版WOS分区等级:Q1,2023年发布的影响因子为8.6,CiteScore指数17.8,SJR指数2.068。本刊为开放获取期刊。 《Journal Of Big Data》是一本专注于大数据领域的学术期刊,它不仅欢迎深度学习算法的研究,而且涵盖了大数据应用的广泛领域。该杂志特别鼓励对大数据技术进行深入的调查报告和案例研究,以促进知识的交流和实践的创新。在大数据的浪潮中,我们面临着许多挑战,这些挑战包括但不限于数据的捕获和存储问题。随着数据量的爆炸性增长,如何有效地存储和管理这些数据成为了一个关键问题。此外,数据的搜索、分享和分析也是大数据领域的核心议题。如何快速准确地从海量数据中提取有用信息,是大数据技术发展的重要方向。
A survey on Image Data Augmentation for Deep Learning
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0197-0
Survey on deep learning with class imbalance
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0192-5
Deep convolutional neural network based medical image classification for disease diagnosis
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0276-2
Analysis of diabetes mellitus for early prediction using optimal features selection
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0175-6
Traffic flow estimation with data from a video surveillance camera
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0234-z
Context-aware rule learning from smartphone data: survey, challenges and future directions
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0258-4
Internet of Things is a revolutionary approach for future technology enhancement: a review
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0268-2
DENCAST: distributed density-based clustering for multi-target regression
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0207-2
Evaluation of distributed stream processing frameworks for IoT applications in Smart Cities
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0215-2
Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0235-y
Reality mining and predictive analytics for building smart applications
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0227-y
Feature selection methods and genomic big data: a systematic review
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0241-0
Impact of class distribution on the detection of slow HTTP DoS attacks using Big Data
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0230-3
Examining characteristics of predictive models with imbalanced big data
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0231-2
Data mining approach for predicting the daily Internet data traffic of a smart university
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0176-5
Enhanced Secured Map Reduce layer for Big Data privacy and security
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0193-4
The impact of colleges and hospitals to local real estate markets
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0174-7
On combining Big Data and machine learning to support eco-driving behaviours
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0226-z
A survey on driving behavior analysis in usage based insurance using big data
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0249-5
Evaluation of maxout activations in deep learning across several big data domains
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0233-0
Gapprox: using Gallup approach for approximation in Big Data processing
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0185-4
Big data analysis and distributed deep learning for next-generation intrusion detection system optimization
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0248-6
The effects of class rarity on the evaluation of supervised healthcare fraud detection models
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0181-8
Multi-Layer Graph Generative Model Using AutoEncoder for Recommendation Systems
来源期刊:Journal of Big DataDOI:10.32604/JBD.2019.05899
VADA: an architecture for end user informed data preparation
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0237-9
Random forest implementation and optimization for Big Data analytics on LexisNexis’s high performance computing cluster platform
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0232-1
Selecting a representative decision tree from an ensemble of decision-tree models for fast big data classification
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0186-3
Evaluating the performance of sentence level features and domain sensitive features of product reviews on supervised sentiment analysis tasks
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0246-8
Development of a predictive model for on-time arrival flight of airliner by discovering correlation between flight and weather data
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0251-y
HaRD: a heterogeneity-aware replica deletion for HDFS
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0256-6
Arabia Felix 2.0: a cross-linguistic Twitter analysis of happiness patterns in the United Arab Emirates
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0195-2
An intelligent Alzheimer’s disease diagnosis method using unsupervised feature learning
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0190-7
Exploring and cleaning big data with random sample data blocks
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0205-4
How to (better) find a perpetrator in a haystack
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0172-9
Mining aspects of customer’s review on the social network
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0184-5
Big data analytics: a link between knowledge management capabilities and superior cyber protection
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0229-9
Online Feature Selection (OFS) with Accelerated Bat Algorithm (ABA) and Ensemble Incremental Deep Multiple Layer Perceptron (EIDMLP) for big data streams
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0267-3
Efficient storage of heterogeneous geospatial data in spatial databases
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0262-8
An adaptive and real-time based architecture for financial data integration
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0260-x
Feature visualization in comic artist classification using deep neural networks
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0222-3
Bayesian mixture models and their Big Data implementations with application to invasive species presence-only data
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0188-1
A graphical heuristic for reduction and partitioning of large datasets for scalable supervised training
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0259-3
Using transfer learning for smart building management system
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0272-6
Evaluation of big data frameworks for analysis of smart grids
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0270-8
Oscillation of tweet sentiments in the election of João Doria Jr. for Mayor
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0208-1
Verifying big data topologies by-design: a semi-automated approach
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0199-y
Characterizing popularity dynamics of hot topics using micro-blogs spatio-temporal data
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0266-4
Identifying and characterizing the effects of calendar and environmental conditions on pediatric admissions in Shanghai
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0171-x
Adaptive network diagram constructions for representing big data event streams on monitoring dashboards
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0187-2
HPCC based framework for COPD readmission risk analysis
来源期刊:Journal of Big DataDOI:10.1186/s40537-019-0189-0