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MLDM
2010
Springer
14 years 11 months ago
Fast Algorithms for Constant Approximation k-Means Clustering
In this paper we study the k-means clustering problem. It is well-known that the general version of this problem is NP-hard. Numerous approximation algorithms have been proposed fo...
Mingjun Song, Sanguthevar Rajasekaran
KDD
2009
ACM
156views Data Mining» more  KDD 2009»
16 years 5 months ago
Multi-focal learning and its application to customer service support
In this study, we formalize a multi-focal learning problem, where training data are partitioned into several different focal groups and the prediction model will be learned within...
Yong Ge, Hui Xiong, Wenjun Zhou, Ramendra K. Sahoo...
CHI
2005
ACM
16 years 4 months ago
Children's and adults' multimodal interaction with 2D conversational agents
Few systems combine both Embodied Conversational Agents (ECAs) and multimodal input. This research aims at modeling the behavior of adults and children during their multimodal int...
Jean-Claude Martin, Stéphanie Buisine
SPIRE
2009
Springer
15 years 11 months ago
A Last-Resort Semantic Cache for Web Queries
We propose a method to evaluate queries using a last-resort semantic cache in a distributed Web search engine. The cache stores a group of frequent queries and for each of these qu...
Flavio Ferrarotti, Mauricio Marín, Marcelo ...
FPL
2007
Springer
101views Hardware» more  FPL 2007»
15 years 10 months ago
Formal Modeling of Process Migration
This paper develops a formal model of process migration that describes programs, processes, and the migration of those processes within a migration realm. A migration realm is a g...
Aric D. Blumer, Henning S. Mortveit, Cameron D. Pa...