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MIDDLEWARE
2005
Springer
15 years 12 months ago
Frugal Event Dissemination in a Mobile Environment
Abstract. This paper describes an event dissemination algorithm that impletopic-based publish/subscribe interaction abstraction in mobile ad-hoc networks (MANETs). Our algorithm is...
Sébastien Baehni, Chirdeep Singh Chhabra, R...
PKDD
2005
Springer
109views Data Mining» more  PKDD 2005»
15 years 12 months ago
An Imbalanced Data Rule Learner
Imbalanced data learning has recently begun to receive much attention from research and industrial communities as traditional machine learners no longer give satisfactory results. ...
Canh Hao Nguyen, Tu Bao Ho
GFKL
2004
Springer
137views Data Mining» more  GFKL 2004»
15 years 12 months ago
Density Estimation and Visualization for Data Containing Clusters of Unknown Structure
Abstract. A method for measuring the density of data sets that contain an unknown number of clusters of unknown sizes is proposed. This method, called Pareto Density Estimation (PD...
Alfred Ultsch
ITRUST
2004
Springer
15 years 12 months ago
Analyzing Correlation between Trust and User Similarity in Online Communities
Abstract. Past evidence has shown that generic approaches to recommender systems based upon collaborative filtering tend to poorly scale. Moreover, their fitness for scenarios su...
Cai-Nicolas Ziegler, Georg Lausen
SSPR
2004
Springer
15 years 12 months ago
EM Initialisation for Bernoulli Mixture Learning
Mixture modelling is a hot area in pattern recognition. This paper focuses on the use of Bernoulli mixtures for binary data and, in particular, for binary images. More specificall...
Alfons Juan, José García-Herná...