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IEEE Transactions on Big Data, Volume 8
Volume 8, Number 1, February 2022
- Hu Xiong
, Kim-Kwang Raymond Choo
Revocable Identity-Based Access Control for Big Data with Verifiable Outsourced Computing. 1-13 - Anmin Fu
NPP: A New Privacy-Aware Public Auditing Scheme for Cloud Data Sharing with Group Users. 14-24 - Qingchen Zhang
PPHOPCM: Privacy-Preserving High-Order Possibilistic c-Means Algorithm for Big Data Clustering with Cloud Computing. 25-34 - Ziyi Su, Frédérique Biennier, Zhihan Lv
Toward Architectural and Protocol-Level Foundation for End-to-End Trustworthiness in Cloud/Fog Computing. 35-47 - Jian Shen
Trustworthiness Evaluation-Based Routing Protocol for Incompletely Predictable Vehicular Ad Hoc Networks. 48-59 - Chengqiang Huang
Time Series Anomaly Detection for Trustworthy Services in Cloud Computing Systems. 60-72 - Xue Yang
Achieving Efficient and Privacy-Preserving Cross-Domain Big Data Deduplication in Cloud. 73-84 - Bing Tang
WukaStore: Scalable, Configurable and Reliable Data Storage on Hybrid Volunteered Cloud and Desktop Systems. 85-98 - Jiahui Yu, Kun Wang
Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection. 99-112 - Qichao Xu
Trust Based Incentive Scheme to Allocate Big Data Tasks with Mobile Social Cloud. 113-124 - Xuyun Zhang
MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation. 125-139 - Tian Wang
A Comprehensive Trustworthy Data Collection Approach in Sensor-Cloud Systems. 140-151 - Hourieh Khalajzadeh
Survey and Analysis of Current End-User Data Analytics Tool Support. 152-165 - Chuishi Meng
Towards the Inference of Travel Purpose with Heterogeneous Urban Data. 166-177 - Conor Fahy
Finding and Tracking Multi-Density Clusters in Online Dynamic Data Streams. 178-192 - Ting Li, Yiming Zhang
Fast Compressive Spectral Clustering for Large-Scale Sparse Graph. 193-202 - Hanieh Poostchi
BiLSTM-SSVM: Training the BiLSTM with a Structured Hinge Loss for Named-Entity Recognition. 203-212 - Daniel Rammer
Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines. 213-228 - Long Hoang Nguyen
Forecasting People's Needs in Hurricane Events from Social Network. 229-240 - Haipeng Yao
Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory. 241-252 - Sijie Wu
Shadow: Exploiting the Power of Choice for Efficient Shuffling in MapReduce. 253-267 - Sethuraman Jayaraman, Manikandan Ramachandran
Fuzzy Deep Neural Learning Based on Goodman and Kruskal's Gamma for Search Engine Optimization. 268-277 - Qi Li
LSTM Based Phishing Detection for Big Email Data. 278-288
Volume 8, Number 2, April 2022
- Xiaofei Liao
Improving Bank-Level Parallelism for In-Memory Checkpointing in Hybrid Memory Systems. 289-301 - Sriram Srinivasan
A Shared-Memory Algorithm for Updating Tree-Based Properties of Large Dynamic Networks. 302-317 - Zhifei Pang
A Stack-Centric Processing Model for Iterative Processing. 318-331 - Zhengyu Yang
I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership. 332-345 - Changqing Luo
Parallel Secure Outsourcing of Large-Scale Nonlinearly Constrained Nonlinear Programming Problems. 346-355 - Anis Alazzawe, Amitangshu Pal
Efficient Big-Data Access: Taxonomy and a Comprehensive Survey. 356-376 - Yang Shi
Visual Analytics of Anomalous User Behaviors: A Survey. 377-396 - Xuan Song
Big Data and Emergency Management: Concepts, Methodologies, and Applications. 397-419 - Xiaoyu Shi
Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems. 420-431 - Panagiotis Liakos
Uncovering Local Hierarchical Overlapping Communities at Scale. 432-445 - Dan Teng
Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform. 446-457 - Yuxing Chen
$d$d-Simplexed: Adaptive Delaunay Triangulation for Performance Modeling and Prediction on Big Data Analytics. 458-469 - Roohollah Etemadi
PES: Priority Edge Sampling in Streaming Triangle Estimation. 470-481 - Shengnan Wang
Discrete Double-Bit Hashing. 482-494 - Peng Sun
GradientFlow: Optimizing Network Performance for Large-Scale Distributed DNN Training. 495-507 - Zubair Shah
Event Detection on Twitter by Mapping Unexpected Changes in Streaming Data into a Spatiotemporal Lattice. 508-522 - Lun Hu
An Algorithm of Inductively Identifying Clusters From Attributed Graphs. 523-534 - Guangyi Lv
Understanding the Users and Videos by Mining a Novel Danmu Dataset. 535-551 - Xuanwu Liu, Guoxian Yu
Weakly Supervised Cross-Modal Hashing. 552-563 - Ye Liu
Predicting Urban Water Quality With Ubiquitous Data - A Data-Driven Approach. 564-578
Volume 8, Number 3, June 2022
- Weijie Fu
FLAG: Faster Learning on Anchor Graph with Label Predictor Optimization. 579-591 - Mayank Kejriwal
Knowledge Graphs for Social Good: An Entity-Centric Search Engine for the Human Trafficking Domain. 592-606 - Liang He
Neurally-Guided Semantic Navigation in Knowledge Graph. 607-615 - Yuyan Zheng
A Meta Path Based Method for Entity Set Expansion in Knowledge Graph. 616-629 - Manling Li
Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach. 630-643 - Zongpu Zhang
Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks. 644-657 - Meng Ma
Efficient Event Inference and Context-Awareness in Internet of Things Edge Systems. 658-670 - Hongchao Qin
Mining Stable Communities in Temporal Networks by Density-Based Clustering. 671-684 - Lianyong Qi, Qiang He, Feifei Chen, Xuyun Zhang
Data-Driven Web APIs Recommendation for Building Web Applications. 685-698 - Chandan Misra
Stark: Fast and Scalable Strassen's Matrix Multiplication Using Apache Spark. 699-710 - Yangwen Yu
Missing Air Pollution Data Recovery Based on Long-Short Term Context Encoder. 711-722 - Nishaal J. Parmar
A Survey on the Methods and Results of Data-Driven Koopman Analysis in the Visualization of Dynamical Systems. 723-738 - Gao Liu, Huidong Dong, Zheng Yan
B4SDC: A Blockchain System for Security Data Collection in MANETs. 739-752 - Rui Wang
Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning. 753-769 - Jia Wang
IRDA: Incremental Reinforcement Learning for Dynamic Resource Allocation. 770-783 - Ye Yuan
A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices. 784-794 - Zhiqing Tang
Representation and Reinforcement Learning for Task Scheduling in Edge Computing. 795-808 - Mingyang Zhang
Urban Anomaly Analytics: Description, Detection, and Prediction. 809-826 - Chao Chen
CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries. 827-842 - Yang Liu
Federated Forest. 843-854 - Xiaofei Niu
OpinionRank: Trustworthy Website Detection Using Three Valued Subjective Logic. 855-866
Volume 8, Number 4, August 2022
- Di Jin
Guest Editorial: Special Issue on Network Structural Modeling and Learning in Big Data. 867-868 - Dongxiao He
Identification of Communities With Multi-Semantics via Bayesian Generative Model. 869-881 - Xiaowei Gao, Xiaoke Ma
Multi-View Clustering With Self-Representation and Structural Constraint. 882-893 - Dong Liu
How to Protect Ourselves From Overlapping Community Detection in Social Networks. 894-904 - Nan Jiang
MAFI: GNN-Based Multiple Aggregators and Feature Interactions Network for Fraud Detection Over Heterogeneous Graph. 905-919 - Yu Xie
Active and Semi-Supervised Graph Neural Networks for Graph Classification. 920-932 - Pengfei Jiao
A Survey on Role-Oriented Network Embedding. 933-952 - Guojie Song
Guest Editorial: Special Issue on Social Media Computing. 953-954 - Ruobing Xie
Improving Accuracy and Diversity in Matching of Recommendation With Diversified Preference Network. 955-967 - Chaobo He
Boosting Nonnegative Matrix Factorization Based Community Detection With Graph Attention Auto-Encoder. 968-981 - Hai Jin
Improving Chinese Word Representation Using Four Corners Features. 982-993 - Dongxiao He
A Joint Community Detection Model: Integrating Directed and Undirected Probabilistic Graphical Models via Factor Graph With Attention Mechanism. 994-1006 - Jianian Li, Peng Bao
MiSTR: A Multiview Structural-Temporal Learning Framework for Rumor Detection. 1007-1019 - Prajwol Sangat
ATrie Group Join: A Parallel Star Group Join and Aggregation for In-Memory Column-Stores. 1020-1033 - Yang Han
A Domain-Specific Bayesian Deep-Learning Approach for Air Pollution Forecast. 1034-1046 - Dongdong Hou
Fast Multi-View Outlier Detection via Deep Encoder. 1047-1058 - Feng Zhao
Dynamic Entity-Based Named Entity Recognition Under Unconstrained Tagging Schemes. 1059-1072 - Li Wang
A Scalable Algorithm for Large-Scale Unsupervised Multi-View Partial Least Squares. 1073-1083 - Yingxue Zhang
Off-Deployment Traffic Estimation - A Traffic Generative Adversarial Networks Approach. 1084-1095 - Yurong Zhong
Momentum-Incorporated Symmetric Non-Negative Latent Factor Models. 1096-1106 - Jiahao Ding, Sai Mounika Errapotu
Private Empirical Risk Minimization With Analytic Gaussian Mechanism for Healthcare System. 1107-1117 - Xiangxi Xu, Zhihui Lai
Relaxed Locality Preserving Supervised Discrete Hashing. 1118-1128 - Aiping Huang
Weak Supervision Learning for Object Co-Segmentation. 1129-1140 - Lei Zhang
Personalized Recommendation in P2P Lending Based on Risk-Return Management: A Multi-Objective Perspective. 1141-1154
Volume 8, Number 5, October 2022
- Jin Huang
Mobile Network Traffic Prediction Based on Seasonal Adjacent Windows Sampling and Conditional Probability Estimation. 1155-1168 - Min Shi
Multi-Label Graph Convolutional Network Representation Learning. 1169-1181 - Beibei Si, Yuxuan Liang, Jin Zhao
GGraph: An Efficient Structure-Aware Approach for Iterative Graph Processing. 1182-1194 - Guojie Song
Deep Convolutional Neural Network Based Medical Concept Normalization. 1195-1208 - Mengyu Ma
Efficient Interactive Global Cellular Signal Strength Visualization. 1209-1219 - Guojie Song
Domain Adaptive Network Embedding. 1220-1232 - Wei Wang
Collaborative Filtering With Network Representation Learning for Citation Recommendation. 1233-1246 - Fan Zhang, Long Zheng
An Effective 2-Dimension Graph Partitioning for Work Stealing Assisted Graph Processing on Multi-FPGAs. 1247-1258 - Xinying Wang
Memory Scaling of Cloud-Based Big Data Systems: A Hybrid Approach. 1259-1272 - Sujit Biswas
DAAC: Digital Asset Access Control in a Unified Blockchain Based E-Health System. 1273-1287 - Xin Zhang
cGAIL: Conditional Generative Adversarial Imitation Learning - An Application in Taxi Drivers' Strategy Learning. 1288-1300 - Menghai Pan
SCCS: Smart Cloud Commuting System With Shared Autonomous Vehicles. 1301-1311 - Zann Koh
Multiple-Perspective Clustering of Passive Wi-Fi Sensing Trajectory Data. 1312-1325 - Xiuwen Yi
Predicting Fine-Grained Air Quality Based on Deep Neural Networks. 1326-1339 - Ahmad Slo
State-Aware Load Shedding From Input Event Streams in Complex Event Processing. 1340-1357 - Nima Ebadi
A Memory Network Information Retrieval Model for Identification of News Misinformation. 1358-1370 - Weiyi Huang
DMP: Content Delivery With Dynamic Movement Pattern in Vehicular Networks. 1371-1386 - Ying Shen
A Knowledge-Enhanced Multi-View Framework for Drug-Target Interaction Prediction. 1387-1398 - Philip Derbeko
Efficient and Privacy Preserving Approximation of Distributed Statistical Queries. 1399-1413 - Yaying Zhang
RCIVMM: A Route Choice-Based Interactive Voting Map Matching Approach for Complex Urban Road Networks. 1414-1427 - Angtai Li, Yu Chen, Zheng Yan
A Survey on Integrity Auditing for Data Storage in the Cloud: From Single Copy to Multiple Replicas. 1428-1442
Volume 8, Number 6, December 2022
- Ali Jazayeri
Frequent Subgraph Mining Algorithms in Static and Temporal Graph-Transaction Settings: A Survey. 1443-1462 - Zhe Fei
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic. 1463-1480 - Xiexin Zou
Long-Term Origin-Destination Demand Prediction With Graph Deep Learning. 1481-1495 - Wan-Lei Zhao
On the Merge of k-NN Graph. 1496-1510 - Yanghua Zhang, Jice Wang, Hexiang Huang
Understanding and Conquering the Difficulties in Identifying Third-Party Libraries From Millions of Android Apps. 1511-1523 - Jia Chen, Xin Luo
Hierarchical Particle Swarm Optimization-incorporated Latent Factor Analysis for Large-Scale Incomplete Matrices. 1524-1536 - Longlong Lin
Mining Diversified Top-$r$r Lasting Cohesive Subgraphs on Temporal Networks. 1537-1549 - Chao Chen
semi-Traj2Graph Identifying Fine-Grained Driving Style With GPS Trajectory Data via Multi-Task Learning. 1550-1565 - Guodao Sun, Sujia Zhu
EvoSets: Tracking the Sensitivity of Dimensionality Reduction Results Across Subspaces. 1566-1579 - He Li
A Two-Phase Method to Balance the Result of Distributed Graph Repartitioning. 1580-1591 - Shuai Yang
Towards Efficient Local Causal Structure Learning. 1592-1609 - Krishnan Raghavan
A Game Theoretic Approach for Addressing Domain-Shift in Big-Data. 1610-1621 - Prince Hamandawana
Accelerating ML/DL Applications With Hierarchical Caching on Deduplication Storage Clusters. 1622-1636 - Yang Zhang
A Multi-Branch Decoder Network Approach to Adaptive Temporal Data Selection and Reconstruction for Big Scientific Simulation Data. 1637-1649 - Shih Yu Chang
Multi-Relational Data Characterization by Tensors: Tensor Inversion. 1650-1663 - Hok Shing Wong
Deep Tensor CCA for Multi-View Learning. 1664-1677 - Ram Mohan
Temporal Causal Modelling on Large Volume Enterprise Data. 1678-1689 - Yiding Zhang
Hyperbolic Graph Attention Network. 1690-1701 - Songnian Zhang
SOREL: Efficient and Secure ORE-Based Range Query Over Outsourced Data. 1702-1715 - Harry Cheng
Multi-Relation Extraction via A Global-Local Graph Convolutional Network. 1716-1728
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