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CAEPIA
2015
Springer
3 years 7 months ago
On the Applicability of Ant Colony Optimization to Non-Intrusive Load Monitoring in Smart Grids
Along with the proliferation of the Smart Grid, power load disaggregation is a research area that is lately gaining a lot of popularity due to the interest of energy distribution c...
Antonio González-Pardo, Javier Del Ser, Dav...
CAEPIA
2015
Springer
3 years 7 months ago
Parallel Importance Sampling in Conditional Linear Gaussian Networks
Abstract. In this paper we analyse the problem of probabilistic inference in CLG networks when evidence comes in streams. In such situations, fast and scalable algorithms, able to ...
Antonio Salmerón, Darío Ramos-L&oacu...
CAEPIA
2015
Springer
3 years 7 months ago
Using a New Tool to Visualize Environmental Data for Bayesian Network Modelling
Abstract. This paper presents the software Omnigram Explorer, a visualization tool developed for interactive exploration of relations between variables in a complex system. Its obj...
R. F. Ropero, Ann E. Nicholson, Kevin B. Korb
CAEPIA
2015
Springer
3 years 7 months ago
Beyond Unfeasibility: Strategic Oscillation for the Maximum Leaf Spanning Tree Problem
Given an undirected and connected graph, the maximum leaf spanning tree problem consists in ļ¬nding a spanning tree with as many leaves as possible. This NP-hard problem has pract...
Jesús Sánchez-Oro, Abraham Duarte
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