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IEEE Transactions on Big Data, Volume 9
Volume 9, Number 1, February 2023
- Amitangshu Pal, Junbo Wang
, Yilang Wu, Krishna Kant
Social Media Driven Big Data Analysis for Disaster Situation Awareness: A Tutorial. 1-21 - Tong Liu
High-Ratio Lossy Compression: Exploring the Autoencoder to Compress Scientific Data. 22-36 - Lianpeng Qiao
Maximal Quasi-Cliques Mining in Uncertain Graphs. 37-50 - Farhad Farokhi
Noiseless Privacy: Definition, Guarantees, and Applications. 51-62 - Gan Sun
Hierarchical Lifelong Machine Learning With "Watchdog". 63-74 - Ziheng Chen
Hybrid Riemannian Graph-Embedding Metric Learning for Image Set Classification. 75-92 - Yangwen Yu
Hierarchical Recovery of Missing Air Pollution Data via Improved Long-Short Term Context Encoder Network. 93-105 - Wenqiang Cui
Visual Analysis of Multidimensional Big Data: A Scalable Lightweight Bundling Method for Parallel Coordinates. 106-117 - Yupei Zhang
Predicting and Understanding Student Learning Performance Using Multi-Source Sparse Attention Convolutional Neural Networks. 118-132 - Ziyi Kou, Daniel Yue Zhang, Lanyu Shang
What and Why? Towards Duo Explainable Fauxtography Detection Under Constrained Supervision. 133-146 - Hameeza Ahmed
A Structured Approach Towards Big Data Identification. 147-159 - Hao Zhou
A Lightweight Matrix Factorization for Recommendation With Local Differential Privacy in Big Data. 160-173 - Chao Wang, Shuo Wang, Xiaoman Cheng, Yunhua He
A Privacy and Efficiency-Oriented Data Sharing Mechanism for IoTs. 174-185 - Ziyue Qiao
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training. 186-199 - Ye Yuan
STGAN: Spatio-Temporal Generative Adversarial Network for Traffic Data Imputation. 200-211 - Zhu Wang
Exploring Multi-Dimension User-Item Interactions With Attentional Knowledge Graph Neural Networks for Recommendation. 212-226 - Wenjing Li
Metagraph-Based Life Pattern Clustering With Big Human Mobility Data. 227-240 - Qi Zheng
DSTAGCN: Dynamic Spatial-Temporal Adjacent Graph Convolutional Network for Traffic Forecasting. 241-253 - Shunxin Xiao
SGAE: Stacked Graph Autoencoder for Deep Clustering. 254-266 - Fabian Groh
GGNN: Graph-Based GPU Nearest Neighbor Search. 267-279 - Zijun Yao
Multi-View Multi-Task Campaign Embedding for Cold-Start Conversion Rate Forecasting. 280-293 - Chen Yang
Anomaly Detection in Catalog Streams. 294-311 - Xiushan Nie
Supervised Discrete Multiple-Length Hashing for Image Retrieval. 312-327 - Dexian Wang
A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering. 328-340 - Pei-Pei Li
A Drift-Sensitive Distributed LSTM Method for Short Text Stream Classification. 341-357 - Peng Fang
How to Realize Efficient and Scalable Graph Embeddings via an Entropy-Driven Mechanism. 358-371 - Mykola Servetnyk
Distributed Dual Averaging Based Data Clustering. 372-379 - Heng Chang
Rethinking Embedded Unsupervised Feature Selection: A Simple Joint Approach. 380-387
Volume 9, Number 2, April 2023
- Naila Azam, Anna Lito Michala
Data Privacy Threat Modelling for Autonomous Systems: A Survey From the GDPR's Perspective. 388-414 - Xiao Wang
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources. 415-436 - Zhifeng Jiang
Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies. 437-454 - Xin Sun
Network Embedding via Deep Prediction Model. 455-470 - Pengfei Zhang
PrivTDSI: A Local Differentially Private Approach for Truth Discovery via Sampling and Inference. 471-484 - Xin Liang
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors. 485-498 - Xue Chen
Incorporating Prior Knowledge in Local Differentially Private Data Collection for Frequency Estimation. 499-511 - Chunkai Zhang
TUSQ: Targeted High-Utility Sequence Querying. 512-527 - Yong Zhang
Self-Attention Graph Convolution Residual Network for Traffic Data Completion. 528-541 - Kejie Xu
Mining Hierarchical Information of CNNs for Scene Classification of VHR Remote Sensing Images. 542-554 - Zhaolong Ling
Causal Feature Selection With Efficient Spouses Discovery. 555-568 - Kun Guo
Community Detection Based on Multiobjective Particle Swarm Optimization and Graph Attention Variational Autoencoder. 569-583 - Yuanyi Chen
Meta-Learning Based Classification for Moving Object Trajectories in Mobile IoT. 584-596 - Guowei Yue, Rui Xiao
AF-GCN: Attribute-Fusing Graph Convolution Network for Recommendation. 597-607 - Vinayak Gupta
Modeling Spatial Trajectories Using Coarse-Grained Smartphone Logs. 608-620 - Yujing Sun
BitAnalysis: A Visualization System for Bitcoin Wallet Investigation. 621-636 - Unho Choi, Kyungyong Lee
Dense or Sparse : Elastic SPMM Implementation for Optimal Big-Data Processing. 637-652 - Jianxiong Guo
An Overall Evaluation on Benefits of Competitive Influence Diffusion. 653-664 - Ningchao Ge
A Cost-Driven Top-K Queries Optimization Approach on Federated RDF Systems. 665-676 - Zhigao Zheng
Parallel Overlapping Community Detection Algorithm on GPU. 677-687 - Xiuli Bi
IEMask R-CNN: Information-Enhanced Mask R-CNN. 688-700 - Tarique Anwar
Tracking the Evolution of Clusters in Social Media Streams. 701-715 - Haobing Liu
Incorporating Heterogeneous User Behaviors and Social Influences for Predictive Analysis. 716-732 - Songnian Zhang
Efficient Learned Spatial Index With Interpolation Function Based Learned Model. 733-745 - Shiqi Wang
Who are the Best Adopters? User Selection Model for Free Trial Item Promotion. 746-757 - Cheng Wang
LongArms: Fraud Prediction in Online Lending Services Using Sparse Knowledge Graph. 758-772
Volume 9, Number 3, June 2023
- Damian A. Tamburri
Big Data for the Social Good: The Drought Early-Warning Experience Report. 773-791 - Wei Huang
FedCKE: Cross-Domain Knowledge Graph Embedding in Federated Learning. 792-804 - Chang Xu
Efficient Strong Privacy-Preserving Conjunctive Keyword Search Over Encrypted Cloud Data. 805-817 - Sabrina De Capitani di Vimercati
Scalable Distributed Data Anonymization for Large Datasets. 818-831 - Dongjie Wang
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. 832-844 - Weihua Xu
A Novel Dynamic Fusion Approach Using Information Entropy for Interval-Valued Ordered Datasets. 845-859 - Pengfei Zhang
Task Allocation Under Geo-Indistinguishability via Group-Based Noise Addition. 860-877 - Shuai Gao
DAWN: Domain Generalization Based Network Alignment. 878-888 - Minzhi Chen
MNL: A Highly-Efficient Model for Large-scale Dynamic Weighted Directed Network Representation. 889-903 - Yu-Xuan Qiu
Computing Significant Cliques in Large Labeled Networks. 904-917 - Mingdao Li, Peng Peng, Zhen Tian, Zheng Qin, Zheng Huang, Yi Liu:
Optimizing Keyword Search Over Federated RDF Systems. 918-935 - Yushu Zhang
Localization of Inpainting Forgery With Feature Enhancement Network. 936-948 - Huizhang Luo
A Data-driven Approach to Harvesting Latent Reduced Models to Precondition Lossy Compression for Scientific Data. 949-963 - Wenbo Jiang
Physical Black-Box Adversarial Attacks Through Transformations. 964-974 - Ioannis Mavroudopoulos
SIESTA: A Scalable Infrastructure of Sequential Pattern Analysis. 975-990 - Furong Zheng
Metro OD Matrix Prediction Based on Multi-View Passenger Flow Evolution Trend Modeling. 991-1003 - Jia-Quan Yang
Bi-Directional Feature Fixation-Based Particle Swarm Optimization for Large-Scale Feature Selection. 1004-1017
Volume 9, Number 4, August 2023
- Guodao Sun
Application of Mathematical Optimization in Data Visualization and Visual Analytics: A Survey. 1018-1037 - Mengxiao Zhang
A Survey of Data Pricing for Data Marketplaces. 1038-1056 - Yujie Feng
Spatial-Attention and Demographic-Augmented Generative Adversarial Imputation Network for Population Health Data Reconstruction. 1057-1070 - Thomas Weripuo Gyeera
Regression Analysis of Predictions and Forecasts of Cloud Data Center KPIs Using the Boosted Decision Tree Algorithm. 1071-1085 - Hongjian Li
Cost-Efficient Scheduling of Streaming Applications in Apache Flink on Cloud. 1086-1101 - Xing Tian, Wing W. Y. Ng
Deep Incremental Hashing for Semantic Image Retrieval With Concept Drift. 1102-1115 - Pengbo Li
LGM-GNN: A Local and Global Aware Memory-Based Graph Neural Network for Fraud Detection. 1116-1127 - Yimin Liu
UGCC: Social Media User Geolocation via Cyclic Coupling. 1128-1141 - Mohammad Sultan Mahmud
Approximate Clustering Ensemble Method for Big Data. 1142-1155 - Chenchu Xu
Dual Uncertainty-Guided Mixing Consistency for Semi-Supervised 3D Medical Image Segmentation. 1156-1170 - Kun Hao
Efficient and Secure Data Sharing Scheme on Interoperable Blockchain Database. 1171-1185 - Yanbei Liu
Self-Consistent Graph Neural Networks for Semi-Supervised Node Classification. 1186-1197 - Jiachen Zhao
Searching Density-Increasing Path to Local Density Peaks for Unsupervised Anomaly Detection. 1198-1209 - Mengran Li
Self-Supervised Nodes-Hyperedges Embedding for Heterogeneous Information Network Learning. 1210-1224 - Zhenya Wang
ATLAS: GAN-Based Differentially Private Multi-Party Data Sharing. 1225-1237 - Zhigang Kan
A Composable Generative Framework Based on Prompt Learning for Various Information Extraction Tasks. 1238-1251 - Hao Chen
Asynchronous Parallel Incremental Block-Coordinate Descent for Decentralized Machine Learning. 1252-1259
Volume 9, Number 5, October 2023
- Anna Schmedding
Epidemic Spread Modeling for COVID-19 Using Cross-Fertilization of Mobility Data. 1260-1275 - Fulan Qian
Enhancing the Transferability of Adversarial Examples Based on Nesterov Momentum for Recommendation Systems. 1276-1287 - Yao Li
Robust Low Transformed Multi-Rank Tensor Completion With Deep Prior Regularization for Multi-Dimensional Image Recovery. 1288-1301 - Huanyu Chen, Weisheng Li
Novel Multi-Feature Fusion Facial Aesthetic Analysis Framework. 1302-1320 - Shuai Wang
Cross-Region Courier Displacement for On-Demand Delivery With Multi-Agent Reinforcement Learning. 1321-1333 - Qiming Yang
Self-Supervised Federated Adaptation for Multi-Site Brain Disease Diagnosis. 1334-1346 - Yangwen Yu
GCN-ST-MDIR: Graph Convolutional Network-Based Spatial-Temporal Missing Air Pollution Data Pattern Identification and Recovery. 1347-1364 - Zijian Liu
A Multi-Modal Hypergraph Neural Network via Parametric Filtering and Feature Sampling. 1365-1379 - Zongshun Zhang
Privacy and Efficiency of Communications in Federated Split Learning. 1380-1391 - Weichao Liang
Crime Prediction With Missing Data Via Spatiotemporal Regularized Tensor Decomposition. 1392-1407 - Zhuzhu Wang
Outsourced Privacy-Preserving Data Alignment on Vertically Partitioned Database. 1408-1419 - Zhen Liu
RGSE: Robust Graph Structure Embedding for Anomalous Link Detection. 1420-1429 - Balázs Pejó
Quality Inference in Federated Learning With Secure Aggregation. 1430-1437
Volume 9, Number 6, December 2023
- T. H. Akila S. Siriweera
Constraint-Driven Complexity-Aware Data Science Workflow for AutoBDA. 1438-1457 - Dongpan Chen
A Survey of Visual Affordance Recognition Based on Deep Learning. 1458-1476 - Rui Song
A Survey of Blockchain-Based Schemes for Data Sharing and Exchange. 1477-1495 - Jun Yang
Model-Agnostic Method: Exposing Deepfake Using Pixel-Wise Spatial and Temporal Fingerprints. 1496-1509 - Jie Song
Towards an Energy Complexity Model for Distributed Data Processing Algorithms. 1510-1524 - Jianli Huang
Towards Privacy-Aware Causal Structure Learning in Federated Setting. 1525-1535 - Qinpei Zhao
Multivariate Time-Series Forecasting Model: Predictability Analysis and Empirical Study. 1536-1548 - Qian Li
Event Extraction by Associating Event Types and Argument Roles. 1549-1560 - Ha Xuan Tran
Personalized Interventions to Increase the Employment Success of People With Disability. 1561-1574 - Qi Zhu
Multi-Discriminator Active Adversarial Network for Multi-Center Brain Disease Diagnosis. 1575-1585 - Shu Zhao
A Black-Box Adversarial Attack Method via Nesterov Accelerated Gradient and Rewiring Towards Attacking Graph Neural Networks. 1586-1597 - Zhuang Yang
Adaptive Powerball Stochastic Conjugate Gradient for Large-Scale Learning. 1598-1606 - Chenxu Wang
Rethinking Missing Data: Aleatoric Uncertainty-Aware Recommendation. 1607-1619 - Feng Han
Cosine Multilinear Principal Component Analysis for Recognition. 1620-1630 - Yixiu Qin
Improved Box Embeddings for Fine-Grained Entity Typing. 1631-1642 - Xiaosai Huang
Transfer Learning With Document-Level Data Augmentation for Aspect-Level Sentiment Classification. 1643-1657 - Wenjing Li
PredLife: Predicting Fine-Grained Future Activity Patterns. 1658-1669 - Chien-Tse Cheng, Yu-Hsun Lin
Seq2CASE: Weakly Supervised Sequence to Commentary Aspect Score Estimation for Recommendation. 1670-1682 - Siyu Yi
Towards Long-Tailed Recognition for Graph Classification via Collaborative Experts. 1683-1696 - Junfu Wang
Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding. 1697-1710 - Xovee Xu
Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference. 1711-1725 - Zhifei Ding
eBoF: Interactive Temporal Correlation Analysis for Ensemble Data Based on Bag-of-Features. 1726-1737
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