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» Presenting Data from Experiments in Algorithmics
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143
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ICPR
2008
IEEE
16 years 3 months ago
A discrete-time parallel update algorithm for distributed learning
We present a distributed machine learning framework based on support vector machines that allows classification problems to be solved iteratively through parallel update algorithm...
Christian Bauckhage, Tansu Alpcan
128
Voted
INCDM
2007
Springer
97views Data Mining» more  INCDM 2007»
15 years 8 months ago
Clustering by Random Projections
Abstract. Clustering algorithms for multidimensional numerical data must overcome special difficulties due to the irregularities of data distribution. We present a clustering algo...
Thierry Urruty, Chabane Djeraba, Dan A. Simovici
ESWS
2006
Springer
15 years 6 months ago
Using Semantics to Enhance the Blogging Experience
Blogging, as a subset of the web as a whole, can benefit greatly from the addition of semantic metadata. The result -- which we will call Semantic Blogging -- provides improved cap...
Knud Möller, Uldis Bojars, John G. Breslin
SDM
2007
SIAM
184views Data Mining» more  SDM 2007»
15 years 3 months ago
Mining Naturally Smooth Evolution of Clusters from Dynamic Data
Many clustering algorithms have been proposed to partition a set of static data points into groups. In this paper, we consider an evolutionary clustering problem where the input d...
Yi Wang, Shi-Xia Liu, Jianhua Feng, Lizhu Zhou
113
Voted
UM
2010
Springer
15 years 25 days ago
User Modeling for Telecommunication Applications: Experiences and Practical Implications
Abstract. Telecommunication applications based on user modeling focus on extracting customer behavior and preferences from the information implicitly included in Call Detail Record...
Heath Hohwald, Enrique Frías-Martíne...