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» Variations on Multimedia Data Mining
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AMR
2003
Springer
124views Multimedia» more  AMR 2003»
15 years 5 months ago
Adaptive Discovery of Indexing Rules for Video
This paper presents results, at an early stage of research work, of the use of fuzzy decision trees in a multimedia framework. We present the discovery of rules in three different ...
Marcin Detyniecki
ITS
2010
Springer
160views Multimedia» more  ITS 2010»
15 years 4 months ago
ITS in Ill-Defined Domains: Toward Hybrid Approaches
Classical approaches for supporting tutoring services face several limitations for ill-defined domains. To overcome these limitations, we argue for the utilization of hybrid approa...
Philippe Fournier-Viger, Roger Nkambou, Engelbert ...
ICMCS
2009
IEEE
147views Multimedia» more  ICMCS 2009»
14 years 9 months ago
Not all tags are created equal: Learning flickr tag semantics for global annotation
Large collaborative datasets offer the challenging opportunity of creating systems capable of extracting knowledge in the presence of noisy data. In this work we explore the abili...
Emily Moxley, Jim Kleban, Jiejun Xu, B. S. Manjuna...
ICMCS
2009
IEEE
147views Multimedia» more  ICMCS 2009»
14 years 9 months ago
Knowledge discovery over community-sharing media: From signal to intelligence
The explosive growth of photos/videos and the advent of mediasharing services have drastically increased the volume of usercontributed multimedia resources, which bring profound s...
Winston H. Hsu, Tao Mei, Rong Yan
KDD
2007
ACM
206views Data Mining» more  KDD 2007»
16 years 5 days ago
Automatic labeling of multinomial topic models
Multinomial distributions over words are frequently used to model topics in text collections. A common, major challenge in applying all such topic models to any text mining proble...
Qiaozhu Mei, Xuehua Shen, ChengXiang Zhai