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
