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» Mean shift-based clustering

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DAS
2006
Springer

160views Document Analysis» more DAS 2006»

Efficient Word Retrieval by Means of SOM Clustering and PCA

13 years 11 months ago

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Abstract. We propose an approach for efficient word retrieval from printed documents belonging to Digital Libraries. The approach combines word image clustering (based on Self Orga...

Simone Marinai, Stefano Faini, Emanuele Marino, Gi...

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CIKM
2006
Springer

177views Information Technology» more CIKM 2006»

Measuring the meaning in time series clustering of text search queries

13 years 11 months ago

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We use a combination of proven methods from time series analysis and machine learning to explore the relationship between temporal and semantic similarity in web query logs; we di...

Bing Liu 0003, Rosie Jones, Kristina Lisa Klinkner

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COLT
2007
Springer

129views Machine Learning» more COLT 2007»

Stability of k -Means Clustering

14 years 1 months ago