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 VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume

2017 ◽  
pp. 108-116 ◽  
Author(s):  
Daniel Y. T. Chino ◽  
Alceu F. Costa ◽  
Agma J. M. Traina ◽  
Christos Faloutsos
Keyword(s):  
Anomaly Detection ◽  
Online Activity ◽  
Unsupervised Anomaly Detection

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

scholarly journals Accelerated Attributed Network Embedding

2017 ◽  
pp. 633-641 ◽  
Author(s):  
Xiao Huang ◽  
Jundong Li ◽  
Xia Hu
Keyword(s):  
Network Embedding ◽  
Attributed Network

scholarly journals Embedded Supervised Feature Selection for Multi-class Data

2017 ◽  
pp. 516-524 ◽  
Author(s):  
Lin Chen ◽  
Jiliang Tang ◽  
Baoxin Li
Keyword(s):  
Feature Selection ◽  
Selection For

scholarly journals Multi-core K-means

2017 ◽  
pp. 273-281 ◽  
Author(s):  
Christian Böhm ◽  
Martin Perdacher ◽  
Claudia Plant

scholarly journals Using a Random Forest to Inspire a Neural Network and Improving on It

2017 ◽  
pp. 1-9 ◽  
Author(s):  
Suhang Wang ◽  
Charu Aggarwal ◽  
Huan Liu
Keyword(s):  
Neural Network ◽  
Random Forest

scholarly journals A Sparse Nonlinear Classifier Design Using AUC Optimization

2017 ◽  
pp. 291-299 ◽  
Author(s):  
Vishal Kakkar ◽  
Shirish Shevade ◽  
S Sundararajan ◽  
Dinesh Garg
Keyword(s):  
Classifier Design ◽  
Auc Optimization ◽  
Nonlinear Classifier

scholarly journals Signed Network Embedding in Social Media

2017 ◽  
pp. 327-335 ◽  
Author(s):  
Suhang Wang ◽  
Jiliang Tang ◽  
Charu Aggarwal ◽  
Yi Chang ◽  
Huan Liu
Keyword(s):  
Social Media ◽  
Network Embedding ◽  
Signed Network

scholarly journals Clustering with Domain-Specific Usefulness Scores

2017 ◽  
pp. 207-215 ◽  
Author(s):  
Yale Chang ◽  
Junxiang Chen ◽  
Michael H. Cho ◽  
Peter J. Castaidi ◽  
Edwin K. Silverman ◽  
...  
Keyword(s):  
Domain Specific
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