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Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing

期刊: BIG DATA, ; ()

The internet of things (IoT) is permeating our daily lives through continuous environmental monitoring and data collection. The promise of low latency......

The Evolution of Publication Hotspots in Electronic Health Records from 1957 to 2016 and Differences Among Six Countries

期刊: BIG DATA, 2020; 8 (2)

This study aims to reveal the evolution of publication hotspots in the field of electronic health records (EHRs) and differences among countries. We a......

MonkeyKing: Adaptive Parameter Tuning on Big Data Platforms with Deep Reinforcement Learning

期刊: BIG DATA, 2020; 8 (4)

Choosing the right parameter configurations for recurring jobs running on big data analytics platforms is difficult because there can be hundreds of p......

Graph Neural Network-Based Diagnosis Prediction

期刊: BIG DATA, 2020; 8 (5)

Diagnosis prediction is an important predictive task in health care that aims to predict the patient future diagnosis based on their historical medica......

Midterm Power Load Forecasting Model Based on Kernel Principal Component Analysis and Back Propagation Neural Network with Particle Swarm Optimization

期刊: BIG DATA, 2019; 7 (2)

To improve the accuracy of midterm power load forecasting, a forecasting model is proposed by combing kernel principal component analysis (KPCA) with ......

JIF:2.11

An Empirical Study on the Artificial Intelligence Writing Evaluation System in China CET

期刊: BIG DATA, 2019; 7 (2)

The Artificial Intelligence Writing Evaluation system is widely used in China College English writing. It provides for both teachers and the English l......

JIF:2.11

An Improved Particle Filtering Algorithm Using Different Correlation Coefficients for Nonlinear System State Estimation

期刊: BIG DATA, 2019; 7 (2)

Particle filtering (PF) algorithm has found an increasingly wide utilization in many fields at present, especially in nonlinear and non-Gaussian situa......

JIF:2.11

Abnormal Data Region Discrimination and Cross-Monitoring Points Historical Correlation Repair of Water Intake Data

期刊: BIG DATA, 2019; 7 (2)

For the problems of abnormal values existing in the water intake monitoring data and centralized uploaded report, the abnormal data region discriminat......

JIF:2.11

Multiple Targets Tracking with Big Data-Based Measurement for Extended Binary Phase Shift Keying Transceiver

期刊: BIG DATA, 2019; 7 (2)

Extended binary phase shift keying (EBPSK) transmit-receive system is considered as a high-resolution radar tracking system. The target kinematic stat......

JIF:2.11

Efficient State Management for Scaling Out Stateful Operators in Stream Processing Systems

期刊: BIG DATA, 2019; 7 (3)

Many big data applications require real-time analysis of continuous data streams. Stream Processing Systems (SPSs) are designed to act on real-time st......

JIF:2.11

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