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ADMA
2010
Springer
248views Data Mining» more  ADMA 2010»
15 years 5 months ago
Classification Inductive Rule Learning with Negated Features
This paper reports on an investigation to compare a number of strategies to include negated features within the process of Inductive Rule Learning (IRL). The emphasis is on generat...
Stephanie Chua, Frans Coenen, Grant Malcolm
EMNLP
2010
15 years 5 months ago
Improving Gender Classification of Blog Authors
The problem of automatically classifying the gender of a blog author has important applications in many commercial domains. Existing systems mainly use features such as words, wor...
Arjun Mukherjee, Bing Liu
ICDM
2010
IEEE
117views Data Mining» more  ICDM 2010»
15 years 5 months ago
Node Similarities from Spreading Activation
In this paper we propose two methods to derive two different kinds of node similarities in a network based on their neighborhood. The first similarity measure focuses on the overla...
Kilian Thiel, Michael R. Berthold
ICDM
2010
IEEE
157views Data Mining» more  ICDM 2010»
15 years 5 months ago
Privacy Violations Using Microtargeted Ads: A Case Study
In this paper we propose a new class of attacks that exploit advertising systems offering microtargeting capabilities in order to breach user privacy. We study the advertising syst...
Aleksandra Korolova
188
Voted
ICDM
2010
IEEE
170views Data Mining» more  ICDM 2010»
15 years 5 months ago
Targeting Television Audiences Using Demographic Similarity
Targeting advertising on television is difficult due to limitations around ad tracking and ad delivery. This paper describes a new method of television advertising which can work w...
Brendan Kitts, Liang Wei, Dyng Au, Stefanie Zlomek...