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DIS
2006
Springer
15 years 3 months ago
Optimal Bayesian 2D-Discretization for Variable Ranking in Regression
In supervised machine learning, variable ranking aims at sorting the input variables according to their relevance w.r.t. an output variable. In this paper, we propose a new relevan...
Marc Boullé, Carine Hue
ECIR
2007
Springer
15 years 1 months ago
Results Merging Algorithm Using Multiple Regression Models
: This paper describes a new algorithm for merging the results of remote collections in a distributed information retrieval environment. The algorithm makes use only of the ranks o...
Georgios Paltoglou, Michail Salampasis, Maria Satr...
JSW
2008
167views more  JSW 2008»
14 years 12 months ago
An Approach to Discover Dependencies between Service Operations
Service composition is emerging as an important paradigm for constructing distributed applications by combining and reusing independently developed component services. One key issu...
Shuying Yan, Jing Wang 0002, Chen Liu, Lei Liu
KDD
2012
ACM
187views Data Mining» more  KDD 2012»
13 years 2 months ago
Unsupervised feature selection for linked social media data
The prevalent use of social media produces mountains of unlabeled, high-dimensional data. Feature selection has been shown effective in dealing with high-dimensional data for eï¬...
Jiliang Tang, Huan Liu
ICRA
2010
IEEE
134views Robotics» more  ICRA 2010»
14 years 10 months ago
Peer-to-peer control architecture for multiuser haptic collaboration over undirected delayed packet-switching network
— We propose a novel peer-to-peer distributed control architecture for shared haptic collaboration among remotely-located users over undirected packet-switching network (e.g. Int...
Dongjun Lee, Ke Huang