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11/04/2022
A Latent Space Model for HLA Compatibility Networks in Kidney Transplantation
Kidney transplantation is the preferred treatment for people suffering f...
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06/23/2022
A Hybrid Adjacency and Time-Based Data Structure for Analysis of Temporal Networks
Dynamic or temporal networks enable representation of time-varying edges...
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05/17/2021
Learning User Embeddings from Temporal Social Media Data: A Survey
User-generated data on social media contain rich information about who w...
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03/04/2021
Predicting Kidney Transplant Survival using Multiple Feature Representations for HLAs
Kidney transplantation can significantly enhance living standards for pe...
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08/19/2019
Consistent Community Detection in Continuous-Time Networks of Relational Events
In many application settings involving networks, such as messages betwee...
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11/29/2017
The Block Point Process Model for Continuous-Time Event-Based Dynamic Networks
Many application settings involve the analysis of timestamped relations ...
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03/17/2017
Block CUR : Decomposing Large Distributed Matrices
A common problem in large-scale data analysis is to approximate a matrix...
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02/24/2016
A Compressed Sensing Based Decomposition of Electrodermal Activity Signals
The measurement and analysis of Electrodermal Activity (EDA) offers appl...
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08/20/2015
Multi-criteria Similarity-based Anomaly Detection using Pareto Depth Analysis
We consider the problem of identifying patterns in a data set that exhib...
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04/30/2013
Revealing social networks of spammers through spectral clustering
To date, most studies on spam have focused only on the spamming phase of...
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10/17/2011
Multi-criteria Anomaly Detection using Pareto Depth Analysis
We consider the problem of identifying patterns in a data set that exhib...
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04/11/2011