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» Hierarchical summarization of large documents
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CIKM
2004
Springer
14 years 3 months ago
Hierarchical document categorization with support vector machines
Automatically categorizing documents into pre-defined topic hierarchies or taxonomies is a crucial step in knowledge and content management. Standard machine learning techniques ...
Lijuan Cai, Thomas Hofmann
IJCNLP
2004
Springer
14 years 3 months ago
Systematic Construction of Hierarchical Classifier in SVM-Based Text Categorization
In a text categorization task, classification on some hierarchy of classes shows better results than the case without the hierarchy. In current environments where large amount of ...
Yongwook Yoon, Changki Lee, Gary Geunbae Lee
MIR
2006
ACM
132views Multimedia» more  MIR 2006»
14 years 3 months ago
Retrieval of Ottoman documents
There is a growing need to access historical Ottoman documents stored in large archives and therefore managing tools for automatic searching, indexing and transcription of these d...
Esra Ataer, Pinar Duygulu
KAIS
2006
164views more  KAIS 2006»
13 years 9 months ago
On efficiently summarizing categorical databases
Frequent itemset mining was initially proposed and has been studied extensively in the context of association rule mining. In recent years, several studies have also extended its a...
Jianyong Wang, George Karypis
MTA
1998
157views more  MTA 1998»
13 years 9 months ago
Brahma: Browsing and Retrieval Architecture for Hierarchical Multimedia Annotation
Traditional browsing of large multimedia documents (e.g., video, audio) is primarily sequential. In the absence of an index structure browsing and searching for relevant informatio...
Asit Dan, Dinkar Sitaram, Junehwa Song