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» A Multi-level Approach for Document Clustering
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122
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CLEF
2010
Springer
15 years 4 months ago
MapReduce for Information Retrieval Evaluation: "Let's Quickly Test This on 12 TB of Data"
We propose to use MapReduce to quickly test new retrieval approaches on a cluster of machines by sequentially scanning all documents. We present a small case study in which we use ...
Djoerd Hiemstra, Claudia Hauff
117
Voted
CORR
2010
Springer
102views Education» more  CORR 2010»
15 years 3 months ago
MIREX: MapReduce Information Retrieval Experiments
We propose to use MapReduce to quickly test new retrieval approaches on a cluster of machines by sequentially scanning all documents. We present a small case study in which we use...
Djoerd Hiemstra, Claudia Hauff
124
Voted
ICDAR
2003
IEEE
15 years 9 months ago
A Low-Cost Parallel K-Means VQ Algorithm Using Cluster Computing
In this paper we propose a parallel approach for the Kmeans Vector Quantization (VQ) algorithm used in a twostage Hidden Markov Model (HMM)-based system for recognizing handwritte...
Alceu de Souza Britto Jr., Paulo Sergio Lopes de S...
132
Voted
APWEB
2003
Springer
15 years 7 months ago
A Web User Profiling Approach
People display regularities in almost everything they do. This paper proposes characteristics of an idealized algorithm that would allow an automatic extraction of web user profil ...
Younes Hafri, Chabane Djeraba, Peter L. Stanchev, ...
135
Voted
NN
2008
Springer
129views Neural Networks» more  NN 2008»
15 years 3 months ago
Neurolinguistic approach to natural language processing with applications to medical text analysis
Brain processes responsible for understanding language are approximated by spreading activation in semantic networks, providing enhanced representations that involve concepts not ...
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian