Proceedings of the 2017 SIAM International Conference on Data Mining
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Published By Society For Industrial And Applied Mathematics

9781611974973
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scholarly journals Hash-Based Feature Learning for Incomplete Continuous-Valued Data

2017 ◽  
pp. 678-686 ◽  
Author(s):  
Shuai Yuan ◽  
Pang-Ning Tan ◽  
Kendra S. Cheruvelil ◽  
C. Emi Fergus ◽  
Nicholas K. Skaff ◽  
...  
Keyword(s):  
Feature Learning

scholarly journals Meta-Path Graphical Lasso for Learning Heterogeneous Connectivities

2017 ◽  
pp. 642-650 ◽  
Author(s):  
Yao Zhang ◽  
Yun Xiong ◽  
Xinyue Liu ◽  
Xiangnan Kong ◽  
Yangyong Zhu
Keyword(s):  
Graphical Lasso ◽  
Meta Path

scholarly journals Predict Land Covers with Transition Modeling and Incremental Learning

2017 ◽  
pp. 171-179 ◽  
Author(s):  
Xiaowei Jia ◽  
Ankush Khandelwal ◽  
Guruprasad Nayak ◽  
James Gerber ◽  
Kimberly Carlson ◽  
...  
Keyword(s):  
Incremental Learning ◽  
Land Covers ◽  
Transition Modeling

scholarly journals Exploiting Hierarchical Structures for Unsupervised Feature Selection

2017 ◽  
pp. 507-515 ◽  
Author(s):  
Suhang Wang ◽  
Yilin Wang ◽  
Jiliang Tang ◽  
Charu Aggarwal ◽  
Suhas Ranganath ◽  
...  
Keyword(s):  
Feature Selection ◽  
Hierarchical Structures ◽  
Unsupervised Feature Selection

scholarly journals Outlier Detection with Autoencoder Ensembles

2017 ◽  
pp. 90-98 ◽  
Author(s):  
Jinghui Chen ◽  
Saket Sathe ◽  
Charu Aggarwal ◽  
Deepak Turaga
Keyword(s):  
Outlier Detection
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