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Cross-Network Skip-Gram Embedding for Joint Network Alignment and Link Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 3, 页码: 1080-1095
Authors:  Du, Xingbo;  Yan, Junchi;  Zhang, Rui;  Zha, Hongyuan
Favorite  |  View/Download：86/0  |  Submit date：2022/04/02
Task analysis  Predictive models  Social network services  Peer-to-peer computing  Optimization  Computational modeling  Computer science  Link prediction  network alignment  cross-network embedding  skip-gram  biased random walk  
Distribution-Free One-Pass Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 951-963
Authors:  Zhao, Peng;  Wang, Xinqiang;  Xie, Siyu;  Guo, Lei;  Zhou, Zhi-Hua
Favorite  |  View/Download：117/0  |  Submit date：2021/04/26
Data models  Random variables  Proposals  Training  Prediction algorithms  Task analysis  Compressed sensing  Distribution change  one-pass learning  robust learning  non-stationary environments  
Group-Sparse SVD Models via L-1- and L-0-norm Penalties and their Applications in Biological Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 2, 页码: 536-550
Authors:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
Favorite  |  View/Download：120/0  |  Submit date：2021/04/26
Sparse SVD  low-rank matrix decomposition  group-sparse penalty  overlapping group-sparse penalty  coordinate descent method  alternating direction method of multipliers (ADMM)  data mining  
A Study on Big Knowledge and Its Engineering Issues 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 9, 页码: 1630-1644
Authors:  Lu, Ruqian;  Jin, Xiaolong;  Zhang, Songmao;  Qiu, Meikang;  Wu, Xindong
Favorite  |  View/Download：136/0  |  Submit date：2020/01/10
Big data  knowledge engineering  big data knowledge engineering  big knowledge  massiveness characteristics  big-knowledge system  big-knowledge engineering  life cycle  
Stock Selection with a Novel Sigmoid-Based Mixed Discrete-Continuous Differential Evolution Algorithm 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 7, 页码: 1891-1904
Authors:  Yu, Lean;  Hu, Lunchao;  Tang, Ling
Favorite  |  View/Download：75/0  |  Submit date：2018/07/30
Artificial intelligence  constrained optimization  evolutionary computing  portfolio analysis  
Building toward capability specifications of Web services based on an environment ontology 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2008, 卷号: 20, 期号: 4, 页码: 547-561
Authors:  Wang, Puwei;  Jin, Zhi;  Liu, Lin;  Cai, Guangjun
Favorite  |  View/Download：81/0  |  Submit date：2018/07/30
Web services  capability specification  environment ontology  hierarchical state machine  
An exact data mining method for finding center strings and all their instances 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2007, 卷号: 19, 期号: 4, 页码: 509-522
Authors:  Lu, Ruqian;  Jia, Caiyan;  Zhang, Shaofang;  Chen, Lusheng;  Zhang, Hongyu
Favorite  |  View/Download：76/0  |  Submit date：2018/07/30
data mining  frequent pattern  common approximate substring  center string  Bpriori algorithm  
An integrated data preparation scheme for neural network data analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2006, 卷号: 18, 期号: 2, 页码: 217-230
Authors:  Yu, L;  Wang, SY;  Lai, KK
Favorite  |  View/Download：64/0  |  Submit date：2018/07/30
data preparation  neural networks  complex data analysis  cost-benefit analysis