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» Mining for trigger events with survival analysis
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DATAMINE
2007
97views more  DATAMINE 2007»
13 years 4 months ago
Mining for trigger events with survival analysis
This paper discusses a new application of data mining, quantifying the importance of responding to trigger events with reactive contacts. Trigger events happen during a customer’...
Edward C. Malthouse
WEBI
2010
Springer
13 years 2 months ago
Towards Understanding How Personality, Motivation, and Events Trigger Web User Activity
Web 2.0 provided internet users with a dynamic medium, where information is updated continuously and anyone can participate. Though preliminary analysis exists, there is still lit...
Konstantinos N. Vavliakis, Andreas L. Symeonidis, ...
ICDM
2007
IEEE
109views Data Mining» more  ICDM 2007»
13 years 11 months ago
A Support Vector Approach to Censored Targets
Censored targets, such as the time to events in survival analysis, can generally be represented by intervals on the real line. In this paper, we propose a novel support vector tec...
Pannagadatta K. Shivaswamy, Wei Chu, Martin Jansch...
KDD
2004
ACM
166views Data Mining» more  KDD 2004»
14 years 5 months ago
Predicting prostate cancer recurrence via maximizing the concordance index
In order to effectively use machine learning algorithms, e.g., neural networks, for the analysis of survival data, the correct treatment of censored data is crucial. The concordan...
Lian Yan, David Verbel, Olivier Saidi
HICSS
2003
IEEE
214views Biometrics» more  HICSS 2003»
13 years 10 months ago
An Event Driven Approach to Customer Relationship Management in e-Brokerage Industry
Customer Relationship Management (CRM) is critical to the success of a business. Recent work in CRM has focused on the mining of customer-related data and the construction of cust...
Dickson K. W. Chiu, Wesley C. W. Chan, Gary K. W. ...