523 search results - page 17 / 105 » Metric Learning for Text Documents |
205
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ICDAR
2011
IEEE
13 years 11 months ago
2011
IEEE
- Large-scale digitisation has led to a number of new possibilities with regard to adaptive and learning based methods in the field of Document Image Analysis and OCR. For ground t...
110
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SDM
2007
SIAM
15 years 22 days ago
2007
SIAM
Topic modeling techniques have widespread use in text data mining applications. Some applications use batch models, which perform clustering on the document collection in aggregat...
AI
2010
Springer
15 years 4 months ago
2010
Springer
This paper presents a supervised machine learning approach for summarizing legal documents. A commercial system for the analysis and summarization of legal documents provided us wi...
107
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SIGIR
2003
ACM
15 years 4 months ago
2003
ACM
Term-based representations of documents have found widespread use in information retrieval. However, one of the main shortcomings of such methods is that they largely disregard le...
131
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KDD
2008
ACM
15 years 11 months ago
2008
ACM
The success of popular algorithms such as k-means clustering or nearest neighbor searches depend on the assumption that the underlying distance functions reflect domain-specific n...