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IEEE Transactions on Big Data, Volume 10
Volume 10, Number 1, February 2024
- Xingyu Cao
, Xiangtao Zhang
, Ce Zhu
, Jiani Liu
, Yipeng Liu
:
TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition. 1-11 - Meng Wang
, Yanhao Yang, David Bindel
, Kun He
:
Streaming Local Community Detection Through Approximate Conductance. 12-22 - Zihao Wang
, Ming Jiang
, Junli Wang
:
PHAED: A Speaker-Aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-Turn Dialogue Generation. 23-34 - 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. 35-54 - Naiyao Liang
, Zuyuan Yang
, Junhang Chen
, Zhenni Li
, Shengli Xie
:
Label-Weighted Graph-Based Learning for Semi-Supervised Classification Under Label Noise. 55-65 - Qingtian Zeng
, Shuai Guo
, Rui Cao
, Ziqi Zhao
, Hua Duan
:
Legal Transition Sequence Recognition of a Bounded Petri Net Using a Gate Recurrent Unit. 66-76 - Jinghuan Lao, Dong Huang
, Chang-Dong Wang
, Jian-Huang Lai
:
Towards Scalable Multi-View Clustering via Joint Learning of Many Bipartite Graphs. 77-91 - Wen Qin
, Xin Luo
, MengChu Zhou
:
Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning. 92-107
Volume 10, Number 2, April 2024
- Changyong Yu
, Tianmei Ren
, Wenyu Li, Huimin Liu, Haitao Ma
, Yuhai Zhao
:
BL: An Efficient Index for Reachability Queries on Large Graphs. 108-121 - 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. 122-131 - Li Li
, Chuanqi Tao
, Hongjing Guo
, Jingxuan Zhang
, Xiaobing Sun
:
FATS: Feature Distribution Analysis-Based Test Selection for Deep Learning Enhancement. 132-145 - Yunguo Guan
, Rongxing Lu
, Songnian Zhang
, Yandong Zheng
, Jun Shao
, Guiyi Wei
:
Efficient and Privacy-Preserving Aggregate Query Over Public Property Graphs. 146-157 - Yongli Cheng
, Yan Ma
, Hong Jiang
, Lingfang Zeng, Fang Wang
, Xianghao Xu
, Yuhang Wu
:
TgStore: An Efficient Storage System for Large Time-Evolving Graphs. 158-173 - 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. 174-193 - Ehsan Hallaji
, Roozbeh Razavi-Far
, Mehrdad Saif
, Boyu Wang
, Qiang Yang:
Decentralized Federated Learning: A Survey on Security and Privacy. 194-213
Volume 10, Number 3, June 2024
- Youcef Djenouri
, Ahmed Nabil Belbachir
, Tomasz P. Michalak
, Gautam Srivastava
:
A Federated Convolution Transformer for Fake News Detection. 214-225 - Chaoyu Gong
, Jim Demmel
, Yang You
:
Scalable Evidential K-Nearest Neighbor Classification on Big Data. 226-237 - 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. 238-248 - 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. 249-259 - Rui Chen
, Yongqiang Tang
, Xiangrui Cai
, Xiaojie Yuan
, Wenlong Feng
, Wensheng Zhang
:
Graph Structure Aware Contrastive Multi-View Clustering. 260-274 - Yaojin Lin
, Yulin Li
, Chenxi Wang
, Lei Guo
, Jinkun Chen
:
Label Distribution Learning Based on Horizontal and Vertical Mining of Label Correlations. 275-287 - Xiaodong Li
, Pangjing Wu
, Chenxin Zou
, Qing Li
:
Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization. 288-300 - 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. 301-312 - Meiting Xue
, Zian Zhou
, Pengfei Jiao
, Huijun Tang
:
Fine-Tuned Personality Federated Learning for Graph Data. 313-319
Volume 10, Number 4, August 2024
- Lei Wang
, Leon Wong
, Zhu-Hong You, De-Shuang Huang:
AMDECDA: Attention Mechanism Combined With Data Ensemble Strategy for Predicting CircRNA-Disease Association. 320-329 - Lu Guo
, Limin Wang
, Qilong Li
, Kuo Li
:
Learning Balanced Bayesian Classifiers From Labeled and Unlabeled Data. 330-342 - 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. 343-355 - Xin Liu
, Jiuluan Lv
, Feng Chen
, Qingjie Wei
, Hangxuan He
, Ying Qian
:
Multi-Party Federated Recommendation Based on Semi-Supervised Learning. 356-370 - Yibing Bai
, Zhenqiu Shu
, Jun Yu
, Zhengtao Yu
, Xiao-Jun Wu
:
Proxy-Based Graph Convolutional Hashing for Cross-Modal Retrieval. 371-385 - 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. 386-399 - Jianghe Cai
, Yuhui Deng
, Yi Zhou
, Jiande Huang
, Geyong Min
:
FIG: Feature-Weighted Information Granules With High Consistency Rate. 400-414 - Xiao Zhang
, Zhaoqian He
, Jinhai Li
, Changlin Mei, Yanyan Yang:
Bi-Selection of Instances and Features Based on Neighborhood Importance Degree. 415-428 - Yifei Yang, Xiaoke Ma
:
Graph Contrastive Learning for Clustering of Multi-Layer Networks. 429-441 - Shujing Yang, Fuyuan Cao
, Kui Yu
, Jiye Liang
:
Learning Causal Chain Graph Structure via Alternate Learning and Double Pruning. 442-456 - Wenjun Ma
, Yibing Zhao
, Xiaomao Fan
:
Cascaded Knowledge-Level Fusion Network for Online Course Recommendation System. 457-469 - Peng Zhou
, Yunyun Zhang
, Zhaolong Ling
, Yuanting Yan
, Shu Zhao
, Xindong Wu
:
Online Heterogeneous Streaming Feature Selection Without Feature Type Information. 470-485 - Yuling Su
, Hong Zhao
, Yifeng Zheng
, Yu Wang
:
Few-Shot Learning With Multi-Granularity Knowledge Fusion and Decision-Making. 486-497 - Guoxiang Tong
, Quanquan Li
, Yan Song
:
Enhanced Multi-Scale Features Mutual Mapping Fusion Based on Reverse Knowledge Distillation for Industrial Anomaly Detection and Localization. 498-513 - Xingbo Liu
, Jiamin Li
, Xiushan Nie, Xuening Zhang
, Shaohua Wang
, Yilong Yin:
Scalable Unsupervised Hashing via Exploiting Robust Cross-Modal Consistency. 514-527 - 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. 528-542 - Dawei Dai
, Yingge Liu
, Yutang Li
, Shiyu Fu
, Shuyin Xia
, Guoyin Wang
:
LGRL: Local-Global Representation Learning for On-the-Fly FG-SBIR. 543-555 - Shun Wang
, Yong Zhang
, Xuanqi Lin
, Yongli Hu
, Qingming Huang
, Baocai Yin
:
Dynamic Hypergraph Structure Learning for Multivariate Time Series Forecasting. 556-567 - 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. 568-575
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