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CORR
2011
Springer
168views Education» more  CORR 2011»
12 years 11 months ago
Link Prediction by De-anonymization: How We Won the Kaggle Social Network Challenge
— This paper describes the winning entry to the IJCNN 2011 Social Network Challenge run by Kaggle.com. The goal of the contest was to promote research on realworld link predictio...
Arvind Narayanan, Elaine Shi, Benjamin I. P. Rubin...
EMISA
2006
Springer
13 years 11 months ago
Challenges and Solutions in Planning Information Systems for Networked Value Constellations
: Nowadays businesses often decide to form networked value constellations in order to satisfy complex customer needs. To fulfill the value-based requirements of an e-Business idea ...
Novica Zarvic, Maya Daneva
KDD
2008
ACM
165views Data Mining» more  KDD 2008»
14 years 8 months ago
Colibri: fast mining of large static and dynamic graphs
Low-rank approximations of the adjacency matrix of a graph are essential in finding patterns (such as communities) and detecting anomalies. Additionally, it is desirable to track ...
Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, P...
WWW
2004
ACM
14 years 8 months ago
Challenges and practices in deploying web acceleration solutions for distributed enterprise systems
For most Web-based applications, contents are created dynamically based on the current state of a business, such as product prices and inventory, stored in database systems. These...
Divyakant Agrawal, K. Selçuk Candan, Koji H...
NSPW
2006
ACM
14 years 1 months ago
Large-scale collection and sanitization of network security data: risks and challenges
Over the last several years, there has been an emerging interest in the development of widearea data collection and analysis centers to help identify, track, and formulate respons...
Phillip A. Porras, Vitaly Shmatikov