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IEEE Trans. Big Data
2015
2018
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2024
2015
2024
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Publications
volume 10, number 1, 2024
Jinghuan Lao
,
Dong Huang
,
Chang-Dong Wang
,
Jian-Huang Lai
Towards Scalable Multi-View Clustering via Joint Learning of Many Bipartite Graphs.
IEEE Trans. Big Data
10 (1) (2024)
Xingyu Cao
,
Xiangtao Zhang
,
Ce Zhu
,
Jiani Liu
,
Yipeng Liu
TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition.
IEEE Trans. Big Data
10 (1) (2024)
Han Wu
,
Guanqi Zhu
,
Qi Liu
,
Hengshu Zhu
,
Hao Wang
,
Hongke Zhao
,
Chuanren Liu
,
Enhong Chen
,
Hui Xiong
A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction.
IEEE Trans. Big Data
10 (1) (2024)
Naiyao Liang
,
Zuyuan Yang
,
Junhang Chen
,
Zhenni Li
,
Shengli Xie
Label-Weighted Graph-Based Learning for Semi-Supervised Classification Under Label Noise.
IEEE Trans. Big Data
10 (1) (2024)
Wen Qin
,
Xin Luo
,
MengChu Zhou
Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning.
IEEE Trans. Big Data
10 (1) (2024)
Qingtian Zeng
,
Shuai Guo
,
Rui Cao
,
Ziqi Zhao
,
Hua Duan
Legal Transition Sequence Recognition of a Bounded Petri Net Using a Gate Recurrent Unit.
IEEE Trans. Big Data
10 (1) (2024)
Zihao Wang
,
Ming Jiang
,
Junli Wang
PHAED: A Speaker-Aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-Turn Dialogue Generation.
IEEE Trans. Big Data
10 (1) (2024)
Meng Wang
,
Yanhao Yang
,
David Bindel
,
Kun He
Streaming Local Community Detection Through Approximate Conductance.
IEEE Trans. Big Data
10 (1) (2024)
volume 10, number 2, 2024
Ehsan Hallaji
,
Roozbeh Razavi-Far
,
Mehrdad Saif
,
Boyu Wang
,
Qiang Yang
Decentralized Federated Learning: A Survey on Security and Privacy.
IEEE Trans. Big Data
10 (2) (2024)
Huanghuang Liang
,
Zheng Zhang
,
Chuang Hu
,
Yili Gong
,
Dazhao Cheng
A Survey on Spatio-Temporal Big Data Analytics Ecosystem: Resource Management, Processing Platform, and Applications.
IEEE Trans. Big Data
10 (2) (2024)
Wenrui Li
,
Xiaoyu Wang
,
Yuetian Sun
,
Snezana Milanovic
,
Mark A. Kon
,
Julio Enrique Castrillón-Candás
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records.
IEEE Trans. Big Data
10 (2) (2024)
Yongli Cheng
,
Yan Ma
,
Hong Jiang
,
Lingfang Zeng
,
Fang Wang
,
Xianghao Xu
,
Yuhang Wu
TgStore: An Efficient Storage System for Large Time-Evolving Graphs.
IEEE Trans. Big Data
10 (2) (2024)
Yunguo Guan
,
Rongxing Lu
,
Songnian Zhang
,
Yandong Zheng
,
Jun Shao
,
Guiyi Wei
Efficient and Privacy-Preserving Aggregate Query Over Public Property Graphs.
IEEE Trans. Big Data
10 (2) (2024)
Li Li
,
Chuanqi Tao
,
Hongjing Guo
,
Jingxuan Zhang
,
Xiaobing Sun
FATS: Feature Distribution Analysis-Based Test Selection for Deep Learning Enhancement.
IEEE Trans. Big Data
10 (2) (2024)
Changyong Yu
,
Tianmei Ren
,
Wenyu Li
,
Huimin Liu
,
Haitao Ma
,
Yuhai Zhao
BL: An Efficient Index for Reachability Queries on Large Graphs.
IEEE Trans. Big Data
10 (2) (2024)
volume 10, number 3, 2024
Seungeun Oh
,
Hyelin Nam
,
Jihong Park
,
Praneeth Vepakomma
,
Ramesh Raskar
,
Mehdi Bennis
,
Seong-Lyun Kim
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning.
IEEE Trans. Big Data
10 (3) (2024)
Xiaodong Li
,
Pangjing Wu
,
Chenxin Zou
,
Qing Li
Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization.
IEEE Trans. Big Data
10 (3) (2024)
Yu Shi
,
Xi Zhang
,
Yuming Shang
,
Ning Yu
Don't Be Misled by Emotion! Disentangle Emotions and Semantics for Cross-Language and Cross-Domain Rumor Detection.
IEEE Trans. Big Data
10 (3) (2024)
Yanhui Zhu
,
Fang Hu
,
Lei Hsin Kuo
,
Jia Liu
SCOREH+: A High-Order Node Proximity Spectral Clustering on Ratios-of-Eigenvectors Algorithm for Community Detection.
IEEE Trans. Big Data
10 (3) (2024)
Yaojin Lin
,
Yulin Li
,
Chenxi Wang
,
Lei Guo
,
Jinkun Chen
Label Distribution Learning Based on Horizontal and Vertical Mining of Label Correlations.
IEEE Trans. Big Data
10 (3) (2024)
Meiting Xue
,
Zian Zhou
,
Pengfei Jiao
,
Huijun Tang
Fine-Tuned Personality Federated Learning for Graph Data.
IEEE Trans. Big Data
10 (3) (2024)
Rui Chen
,
Yongqiang Tang
,
Xiangrui Cai
,
Xiaojie Yuan
,
Wenlong Feng
,
Wensheng Zhang
Graph Structure Aware Contrastive Multi-View Clustering.
IEEE Trans. Big Data
10 (3) (2024)
Chaoyu Gong
,
Jim Demmel
,
Yang You
Scalable Evidential K-Nearest Neighbor Classification on Big Data.
IEEE Trans. Big Data
10 (3) (2024)
Youcef Djenouri
,
Ahmed Nabil Belbachir
,
Tomasz P. Michalak
,
Gautam Srivastava
A Federated Convolution Transformer for Fake News Detection.
IEEE Trans. Big Data
10 (3) (2024)
volume 10, number 4, 2024
Xingbo Liu
,
Jiamin Li
,
Xiushan Nie
,
Xuening Zhang
,
Shaohua Wang
,
Yilong Yin
Scalable Unsupervised Hashing via Exploiting Robust Cross-Modal Consistency.
IEEE Trans. Big Data
10 (4) (2024)
Wenjun Ma
,
Yibing Zhao
,
Xiaomao Fan
Cascaded Knowledge-Level Fusion Network for Online Course Recommendation System.
IEEE Trans. Big Data
10 (4) (2024)
Ghulam Mujtaba
,
Sunder Ali Khowaja
,
Muhammad Aslam Jarwar
,
Jaehyuk Choi
,
Eun-Seok Ryu
FRC-GIF: Frame Ranking-Based Personalized Artistic Media Generation Method for Resource Constrained Devices.
IEEE Trans. Big Data
10 (4) (2024)
Xin Liu
,
Jiuluan Lv
,
Feng Chen
,
Qingjie Wei
,
Hangxuan He
,
Ying Qian
Multi-Party Federated Recommendation Based on Semi-Supervised Learning.
IEEE Trans. Big Data
10 (4) (2024)
Dawei Dai
,
Yingge Liu
,
Yutang Li
,
Shiyu Fu
,
Shuyin Xia
,
Guoyin Wang
LGRL: Local-Global Representation Learning for On-the-Fly FG-SBIR.
IEEE Trans. Big Data
10 (4) (2024)
Shun Wang
,
Yong Zhang
,
Xuanqi Lin
,
Yongli Hu
,
Qingming Huang
,
Baocai Yin
Dynamic Hypergraph Structure Learning for Multivariate Time Series Forecasting.
IEEE Trans. Big Data
10 (4) (2024)
Lu Guo
,
Limin Wang
,
Qilong Li
,
Kuo Li
Learning Balanced Bayesian Classifiers From Labeled and Unlabeled Data.
IEEE Trans. Big Data
10 (4) (2024)
Yibing Bai
,
Zhenqiu Shu
,
Jun Yu
,
Zhengtao Yu
,
Xiao-Jun Wu
Proxy-Based Graph Convolutional Hashing for Cross-Modal Retrieval.
IEEE Trans. Big Data
10 (4) (2024)
Shujing Yang
,
Fuyuan Cao
,
Kui Yu
,
Jiye Liang
Learning Causal Chain Graph Structure via Alternate Learning and Double Pruning.
IEEE Trans. Big Data
10 (4) (2024)
Charline Bour
,
Abir Elbéji
,
Luigi De Giovanni
,
Adrian Ahne
,
Guy Fagherazzi
ALTRUIST: A Python Package to Emulate a Virtual Digital Cohort Study Using Social Media Data.
IEEE Trans. Big Data
10 (4) (2024)
Guoxiang Tong
,
Quanquan Li
,
Yan Song
Enhanced Multi-Scale Features Mutual Mapping Fusion Based on Reverse Knowledge Distillation for Industrial Anomaly Detection and Localization.
IEEE Trans. Big Data
10 (4) (2024)
Xinxin Hu
,
Haotian Chen
,
Junjie Zhang
,
Hongchang Chen
,
Shuxin Liu
,
Xing Li
,
Yahui Wang
,
Xiangyang Xue
GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud Detection.
IEEE Trans. Big Data
10 (4) (2024)
Xiao Zhang
,
Zhaoqian He
,
Jinhai Li
,
Changlin Mei
,
Yanyan Yang
Bi-Selection of Instances and Features Based on Neighborhood Importance Degree.
IEEE Trans. Big Data
10 (4) (2024)
Yifei Yang
,
Xiaoke Ma
Graph Contrastive Learning for Clustering of Multi-Layer Networks.
IEEE Trans. Big Data
10 (4) (2024)
Lei Wang
,
Leon Wong
,
Zhu-Hong You
,
De-Shuang Huang
AMDECDA: Attention Mechanism Combined With Data Ensemble Strategy for Predicting CircRNA-Disease Association.
IEEE Trans. Big Data
10 (4) (2024)
Zhi-Long Han
,
Ting-Zhu Huang
,
Xi-Le Zhao
,
Hao Zhang
,
Yun-Yang Liu
Multi-Dimensional Data Recovery via Feature-Based Fully-Connected Tensor Network Decomposition.
IEEE Trans. Big Data
10 (4) (2024)
Peng Zhou
,
Yunyun Zhang
,
Zhaolong Ling
,
Yuanting Yan
,
Shu Zhao
,
Xindong Wu
Online Heterogeneous Streaming Feature Selection Without Feature Type Information.
IEEE Trans. Big Data
10 (4) (2024)
Yuling Su
,
Hong Zhao
,
Yifeng Zheng
,
Yu Wang
Few-Shot Learning With Multi-Granularity Knowledge Fusion and Decision-Making.
IEEE Trans. Big Data
10 (4) (2024)
Jianghe Cai
,
Yuhui Deng
,
Yi Zhou
,
Jiande Huang
,
Geyong Min
FIG: Feature-Weighted Information Granules With High Consistency Rate.
IEEE Trans. Big Data
10 (4) (2024)
volume 9, number 6, 2023
Qian Li
,
Shu Guo
,
Jia Wu
,
Jianxin Li
,
Jiawei Sheng
,
Hao Peng
,
Lihong Wang
Event Extraction by Associating Event Types and Argument Roles.
IEEE Trans. Big Data
9 (6) (2023)
Xovee Xu
,
Zhiyuan Wang
,
Qiang Gao
,
Ting Zhong
,
Bei Hui
,
Fan Zhou
,
Goce Trajcevski
Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference.
IEEE Trans. Big Data
9 (6) (2023)
T. H. Akila S. Siriweera
,
Incheon Paik
,
Huawei Huang
Constraint-Driven Complexity-Aware Data Science Workflow for AutoBDA.
IEEE Trans. Big Data
9 (6) (2023)
Zhuang Yang
Adaptive Powerball Stochastic Conjugate Gradient for Large-Scale Learning.
IEEE Trans. Big Data
9 (6) (2023)
Yixiu Qin
,
Yizhao Wang
,
Jiawei Li
,
Shun Mao
,
He Wang
,
Yuncheng Jiang
Improved Box Embeddings for Fine-Grained Entity Typing.
IEEE Trans. Big Data
9 (6) (2023)
Chenxu Wang
,
Fuli Feng
,
Yang Zhang
,
Qifan Wang
,
Xunhan Hu
,
Xiangnan He
Rethinking Missing Data: Aleatoric Uncertainty-Aware Recommendation.
IEEE Trans. Big Data
9 (6) (2023)
Qi Zhu
,
Qiming Yang
,
Mingming Wang
,
Xiangyu Xu
,
Yuwu Lu
,
Wei Shao
,
Daoqiang Zhang
Multi-Discriminator Active Adversarial Network for Multi-Center Brain Disease Diagnosis.
IEEE Trans. Big Data
9 (6) (2023)