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IEEE Transactions on Big Data, Volume 6
Volume 6, Number 1, March 2020
- Qiang Yang:
Message From the Outgoing Editor-in-Chief. 1 - Jie Tang
:
Message from the Incoming Editor-in-Chief. 2 - Daokun Zhang
Network Representation Learning: A Survey. 3-28 - Guyue Han
Closed Walk Sampler: An Efficient Method for Estimating Eigenvalues of Large Graphs. 29-42 - Francesco Malandrino
From Megabits to CPU Ticks: Enriching a Demand Trace in the Age of MEC. 43-50 - Mohsen Joneidi
E-Optimal Sensor Selection for Compressive Sensing-Based Purposes. 51-65 - Ruiyuan Li
Efficient Path Query Processing Over Massive Trajectories on the Cloud. 66-79 - Alexandre Perrot
Cornac: Tackling Huge Graph Visualization with Big Data Infrastructure. 80-92 - Pengcheng Zhang
Short-Term Rainfall Forecasting Using Multi-Layer Perceptron. 93-106 - Arpan Man Sainju
Parallel Grid-Based Colocation Mining Algorithms on GPUs for Big Spatial Event Data. 107-118 - Jicong Fan
Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization. 119-130 - Huangke Chen
Big Data Processing Workflows Oriented Real-Time Scheduling Algorithm using Task-Duplication in Geo-Distributed Clouds. 131-144 - Xun Zhou
Optimizing Taxi Driver Profit Efficiency: A Spatial Network-Based Markov Decision Process Approach. 145-158 - Brandon Lwowski
Geospatial Event Detection by Grouping Emotion Contagion in Social Media. 159-170 - Ran Xu
On the Opportunistic Topology of Taxi Networks in Urban Mobility Environment. 171-188 - Jiujun Cheng
Overlapping Community Change-Point Detection in an Evolving Network. 189-200 - Szu-Yu Chou
Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback. 201-208
Volume 6, Number 2, June 2020
- Yang Yang
Special Issue on Wireless Big Data. 209-210 - Jie Huang
A Big Data Enabled Channel Model for 5G Wireless Communication Systems. 211-222 - Yupeng Li
Clustering Analysis in the Wireless Propagation Channel with a Variational Gaussian Mixture Model. 223-232 - Ruidong Li
MWBS: An Efficient Many-to-Many Wireless Big Data Delivery Scheme. 233-247 - Qingchen Zhang
Incremental Deep Computation Model for Wireless Big Data Feature Learning. 248-257 - Yu Gu
Sleepy: Wireless Channel Data Driven Sleep Monitoring via Commodity WiFi Devices. 258-268 - Weijia Jia
WiFind: Driver Fatigue Detection with Fine-Grained Wi-Fi Signal Features. 269-282 - Miao Du, Kun Wang
Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing. 283-295 - Yaliang Li
Extracting Medical Knowledge from Crowdsourced Question Answering Website. 309-321 - Wenlu Zhang, Rongjian Li, Tao Zeng, Qian Sun, Sudhir Kumar
Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis. 322-333 - Jianqiang Li
Comparison of Different Machine Learning Approaches to Predict Small for Gestational Age Infants. 334-346 - Abdelmounaam Rezgui
CloudFinder: A System for Processing Big Data Workloads on Volunteered Federated Clouds. 347-358 - Debopriya Ghosh, Javier Cabrera, Tarek N. Adam, Petros Levounis, Nabil R. Adam
Comorbidity Patterns and Its Impact on Health Outcomes: Two-Way Clustering Analysis. 359-368 - Zhao Zhang
Kira: Processing Astronomy Imagery Using Big Data Technology. 369-381 - Vasilis Efthymiou
Benchmarking Blocking Algorithms for Web Entities. 382-395 - Kai Hildebrandt, Fabian Panse
Large-Scale Data Pollution with Apache Spark. 396-411 - Yuxuan Jiang
On Power-Peak-Aware Scheduling for Large-Scale Shared Clusters. 412-426
Volume 6, Number 3, September 2020
- Mihai Datcu
Special Issue on Big Data From Space. 427-429 - Giulio Coluccia
Optical Compressive Imaging Technologies for Space Big Data. 430-442 - Clémentine Barreyre
Multiple Testing for Outlier Detection in Space Telemetries. 443-451 - Ruben De March
Innovative Approach for PMM Data Processing and Analytics. 452-459 - Radamanthys Stivaktakis
Convolutional Neural Networks for Spectroscopic Redshift Estimation on Euclid Data. 460-476 - Mariem Brahem
ASTROIDE: A Unified Astronomical Big Data Processing Engine over Spark. 477-491 - Yonghao Xu
Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification. 492-506 - Xin-Yi Tong
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. 507-521 - Fan Hu
Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery. 522-536 - João Paulo da Silva
A Time Series Mining Approach for Agricultural Area Detection. 537-546 - Vasileios Syrris
Mosaicking Copernicus Sentinel-1 Data at Global Scale. 547-557 - Ivana Zinno
National Scale Surface Deformation Time Series Generation through Advanced DInSAR Processing of Sentinel-1 Data within a Cloud Computing Environment. 558-571 - Andrii Shelestov, Mykola Lavreniuk
Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery. 572-582 - Raúl Zurita-Milla
Exploring Spring Onset at Continental Scales: Mapping Phenoregions and Correlating Temperature and Satellite-Based Phenometrics. 583-593 - Zhanyu Ma
Deep Neural Network-Based Impacts Analysis of Multimodal Factors on Heat Demand Prediction. 594-605
Volume 6, Number 4, December 2020
- Shiyan Hu
Big Data for Cyber-Physical Systems. 606-608 - Mohamed Ibrahim
BioCyBig: A Cyberphysical System for Integrative Microfluidics-Driven Analysis of Genomic Association Studies. 609-623 - Zubair Shah
A Spatiotemporal Data Summarization Approach for Real-Time Operation of Smart Grid. 624-637 - R. Lily Hu
A Mathematical Programming Formulation for Optimal Load Shifting of Electricity Demand for the Smart Grid. 638-651 - Md. Zakirul Alam Bhuiyan
Event Detection Through Differential Pattern Mining in Cyber-Physical Systems. 652-665 - Xiaokang Wang, Laurence T. Yang
A Multi-Order Distributed HOSVD with Its Incremental Computing for Big Services in Cyber-Physical-Social Systems. 666-678 - Chao Huang, Dong Wang
On Physical-Social-Aware Localness Inference by Exploring Big Data from Location-Based Services. 679-690 - Kazunori Sakurama
Control of Large-Scale Cyber-Physical Systems with Agents Having Various Dynamics. 691-701 - Chao Huang, Dong Wang
Scalable Uncertainty-Aware Truth Discovery in Big Data Social Sensing Applications for Cyber-Physical Systems. 702-713 - Dániel Kondor
Towards Matching User Mobility Traces in Large-Scale Datasets. 714-726 - Antonia Gogoglou
A Data-Driven Unified Framework for Predicting Citation Dynamics. 727-740 - Guifeng Wang
Product Supply Optimization for Crowdfunding Campaigns. 741-756 - Xiaoping Zhou, Xun Liang
Scalable Triangle Discovery Algorithm for Large Scale-Free Network with Limited Internal Memory. 757-769 - Wei Dai, Qing Zhang, Weike Pan
Transfer to Rank for Top-N Recommendation. 770-779 - Ke Gu
Learning a Unified Blind Image Quality Metric via On-Line and Off-Line Big Training Instances. 780-791 - Die Hu
Efficient Provenance Management via Clustering and Hybrid Storage in Big Data Environments. 792-803 - Ehab Zaghloul
P-MOD: Secure Privilege-Based Multilevel Organizational Data-Sharing in Cloud Computing. 804-815 - Peng Sun
GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine. 816-829
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