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» An Information-Driven Framework for Image Mining
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SDM
2012
SIAM
258views Data Mining» more  SDM 2012»
11 years 10 months ago
Feature Selection with Linked Data in Social Media
Feature selection is widely used in preparing highdimensional data for effective data mining. Increasingly popular social media data presents new challenges to feature selection....
Jiliang Tang, Huan Liu
MM
2004
ACM
151views Multimedia» more  MM 2004»
14 years 27 days ago
Affinity relation discovery in image database clustering and content-based retrieval
In this paper, we propose a unified framework, called Markov Model Mediator (MMM), to facilitate image database clustering and to improve the query performance. The structure of t...
Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui ...
MMM
2010
Springer
183views Multimedia» more  MMM 2010»
13 years 11 months ago
Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia
In recent years, we have witnessed the blooming of Web 2.0 content such as Wikipedia, Flickr and YouTube, etc. How might we benefit from such rich media resources available on the...
Richang Hong, Jinhui Tang, Zheng-Jun Zha, Zhiping ...
ICDM
2008
IEEE
142views Data Mining» more  ICDM 2008»
14 years 1 months ago
Unsupervised Face Annotation by Mining the Web
Searching for images of people is an essential task for image and video search engines. However, current search engines have limited capabilities for this task since they rely on ...
Duy-Dinh Le, Shin'ichi Satoh
TMM
2002
104views more  TMM 2002»
13 years 7 months ago
Spatial contextual classification and prediction models for mining geospatial data
Modeling spatial context (e.g., autocorrelation) is a key challenge in classification problems that arise in geospatial domains. Markov random fields (MRF) is a popular model for i...
Shashi Shekhar, Paul R. Schrater, Ranga Raju Vatsa...