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153
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AIRS
2004
Springer
15 years 11 months ago
Document Clustering Using Linear Partitioning Hyperplanes and Reallocation
This paper presents a novel algorithm for document clustering based on a combinatorial framework of the Principal Direction Divisive Partitioning (PDDP) algorithm [1] and a simpli...
Canasai Kruengkrai, Virach Sornlertlamvanich, Hito...
AIRS
2006
Springer
15 years 10 months ago
A Novel Ant-Based Clustering Approach for Document Clustering
Recently, much research has been proposed using nature inspired algorithms to perform complex machine learning tasks. Ant Colony Optimization (ACO) is one such algorithm based on s...
Yulan He, Siu Cheung Hui, Yongxiang Sim
151
Voted
CIKM
2003
Springer
15 years 11 months ago
Digital annotation of printed documents
We present a general model and information server for the digital annotation of printed documents. The resulting annotation framework supports both informal and structured annotat...
Corsin Decurtins, Moira C. Norrie, Beat Signer
166
Voted
PAMI
2006
117views more  PAMI 2006»
15 years 6 months ago
Metric Learning for Text Documents
High dimensional structured data such as text and images is often poorly understood and misrepresented in statistical modeling. The standard histogram representation suffers from ...
Guy Lebanon
ICPR
2010
IEEE
15 years 4 months ago
NAVIDOMASS: Structural-based Approaches Towards Handling Historical Documents
In the context of the NAVIDOMASS project, the problematic of this paper concerns the clustering of historical document images. We propose a structural-based framework to handle the...
Salim Jouili, Mickaël Coustaty, Salvatore Tab...