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ICDM
2010
IEEE
217views Data Mining» more  ICDM 2010»
9 years 4 months ago
Discovering Temporal Features and Relations of Activity Patterns
An important problem that arises during the data mining process in many new emerging application domains is mining data with temporal dependencies. One such application domain is a...
Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
ICDM
2010
IEEE
130views Data Mining» more  ICDM 2010»
9 years 4 months ago
Using Taxonomies to Perform Aggregated Querying over Imprecise Data
-- In this paper, we put forward our approach for answering aggregated queries over imprecise data using domain specific taxonomies. A new concept we call the weighted hierarchical...
Atanu Roy, Chandrima Sarkar, Rafal A. Angryk
ICDM
2010
IEEE
205views Data Mining» more  ICDM 2010»
9 years 4 months ago
Knowledge File System -- A Principled Approach to Personal Information Management
The Knowledge File System (KFS) is a smart virtual file system that sits between the operating system and the file system. Its primary functionality is to automatically organize fi...
Kuiyu Chang, I. Wayan Tresna Perdana, Bramandia Ra...
ICDM
2010
IEEE
125views Data Mining» more  ICDM 2010»
9 years 4 months ago
Evolving Ensemble-Clustering to a Feedback-Driven Process
Abstract--Data clustering is a highly used knowledge extraction technique and is applied in more and more application domains. Over the last years, a lot of algorithms have been pr...
Martin Hahmann, Dirk Habich, Wolfgang Lehner
ICDM
2010
IEEE
111views Data Mining» more  ICDM 2010»
9 years 4 months ago
ValuePick: Towards a Value-Oriented Dual-Goal Recommender System
Given a user in a social network, which new friends should we recommend, the dual goal being to achieve user satisfaction and good network connectivity? Similarly, which new produc...
Leman Akoglu, Christos Faloutsos
ICDM
2010
IEEE
142views Data Mining» more  ICDM 2010»
9 years 4 months ago
Towards Community Discovery in Signed Collaborative Interaction Networks
Abstract--We propose a framework for discovery of collaborative community structure in Wiki-based knowledge repositories based on raw-content generation analysis. We leverage topic...
Petko Bogdanov, Nicholas D. Larusso, Ambuj K. Sing...
ICDM
2010
IEEE
125views Data Mining» more  ICDM 2010»
9 years 4 months ago
Mining Arabic Business Reviews
For languages with rich content over the web, business reviews are easily accessible via many known websites, e.g., Yelp.com. For languages with poor content over the web like Arab...
Mohamed Elhawary, Mohamed G. Elfeky
ICDM
2010
IEEE
157views Data Mining» more  ICDM 2010»
9 years 4 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
ICDM
2010
IEEE
112views Data Mining» more  ICDM 2010»
9 years 4 months ago
The Meme Ranking Problem: Maximizing Microblogging Virality
Dino Ienco, Francesco Bonchi, Carlos Castillo
ICDM
2010
IEEE
123views Data Mining» more  ICDM 2010»
9 years 4 months ago
Catching a Viral Video
The sharing and re-sharing of videos on social sites, blogs e-mail, and other means has given rise to the phenomenon of viral videos
Tom Broxton, Yannet Interian, Jon Vaver, Mirjam Wa...
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