Youssef Masmoudi

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AIMS Cholesterol efflux capacity (CEC) was recently shown to predict future cardiovascular (CV) events. Psoriasis both increases CV risk and impairs CEC. However, whether having poor CEC is associated with coronary plaque burden is currently unknown. We aimed to assess the cross-sectional relationship between coronary plaque burden assessed by quantitative(More)
The purpose of Dynamic Time Warping (DTW) is to determine the shortest warp path, corresponding to the optimal alignment between two sequences. It is one of the most used methods for time series distance measure. DTW was introduced to the community as a Data Mining utility for various tasks for time series problems such as classification and clustering.(More)
The hazardous waste management is composed of three components: the allocation of the different hazardous waste generators, the hazardous waste routing and the hazardous waste location problems. In this paper, we focus on the allocation problem. It is very important to perform this task since it affects the location and the routing problems. Minimizing the(More)
Measuring similarity or distance between two data points is fundamental to many Machine Learning algorithms such as K-Nearest-Neighbor, Clustering etc. Depending on the nature of the data point, various measurements can be used. DTW is largely used for mining time series but it is not adopted to large data sets because of its quadratic complexity. Global(More)
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