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01/13/2021
Overlapping Community Detection in Temporal Text Networks
Analyzing the groups in the network based on same attributes, functions ...
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10/09/2020
High-Order Relation Construction and Mining for Graph Matching
Graph matching pairs corresponding nodes across two or more graphs. The ...
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02/23/2020
Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning
Author name ambiguity causes inadequacy and inconvenience in academic in...
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04/02/2019
On Geometric Structure of Activation Spaces in Neural Networks
In this paper, we investigate the geometric structure of activation spac...
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01/20/2019
CommunityGAN: Community Detection with Generative Adversarial Nets
Community detection refers to the task of discovering groups of vertices...
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11/14/2018
Predictive Modeling with Delayed Information: a Case Study in E-commerce Transaction Fraud Control
In Business Intelligence, accurate predictive modeling is the key for pr...
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10/10/2018
Adaptive Fraud Detection System Using Dynamic Risk Features
eCommerce transaction frauds keep changing rapidly. This is the major is...
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10/03/2018
Discriminative Data-driven Self-adaptive Fraud Control Decision System with Incomplete Information
While E-commerce has been growing explosively and online shopping has be...
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07/23/2018
AceKG: A Large-scale Knowledge Graph for Academic Data Mining
Most existing knowledge graphs (KGs) in academic domains suffer from pro...
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10/02/2016