[PDF] Top 20 Statistical analysis and parameter selection for Mapper

... user. For instance, the number of selected dimensions for dimension reduction methods or the number of clusters for clustering methods have to be ...methods and thus to select ...with ... Voir le document complet

... high-dimensional, and include some uninformative terms such as “magnetoencephalog- ...features for the supervised text-to-brain ...others. For ex- ample, “auditory” is well correlated with ... Voir le document complet

... approaches for texture analysis usually employ a single mother wavelet f xed for all ...decomposition, and the statistical properties, such as, mean and variance, associated with ... Voir le document complet

... variable selection and adaptive noisy Compressed Sensing For high-dimensional linear regression model, we propose an algorithm of exact support recovery in the setting of noisy compressed sensing ... Voir le document complet

... of statistical deformable models whose ideas go back to D’Arcy Thompson in his book “On Growth and form” [49] for the study of animal and human anatomical shapes and which were ... Voir le document complet

... components and shows the proximity of the first modality of the variable origin and the first modality of the variable ...data for the two first components. A hierarchical cluster analysis is ... Voir le document complet

... When parameter estimation and sensitivity analysis are carried out in the statistical framework, it is necessary to sample the space of uncertain ...developed for parsimonious ... Voir le document complet

... femoral Statistical Shape Model (SSM) from a limited number of data for surgical applications to build a patient-specific femur model and to plan implant ...learning and trained on big data. ... Voir le document complet

... statistics and errors ; the distributio- nal parameters (error bounds, frequency of background fea- tures) can be estimated from sample images and have intui- tive ...well-founded statistical models ... Voir le document complet

... approximately and uses the rank- ing model p b N := p b θ N ...the selection of the ranking model from the family {p θ | θ ∈ Θ} that best explains the ...straightforward for the Mallows model, but a ... Voir le document complet

... capacity and significantly increase the cost of operating wa- ter treatment infrastructure, making the management of sediment supply to reservoirs of increasingly ...geological and statistical ... Voir le document complet

... homes), and commercial floorspace of offices and ...destined for exportation), services (schools, universities, recreational) and ...approach for the consumption chain is as follows: ... Voir le document complet

... measurement and solving the question of zero- flows (Fotheringham and O’Kelly 1989; Sen and Smith ...origin and destination, either in multiplicative (Wilson, 1967) or additive form (Dorigo ... Voir le document complet

... cases for our tool in both the air traffic domain and the Maritime ...route for reasons of safety and ...congestions and to improve flight regulation and ...north-east, ... Voir le document complet

... The proposed index resulted from the weighting of the effects of GCA (grs) and SCA (Sij's) by the respective determination coefficients of additive and dominant genetic deterrninatíons, [r] ... Voir le document complet

... community and has already received a lot of ...users for security reasons since the involved protocols can be used to conduct Deny Of Service attacks or reveal information considered as commercial secret by ... Voir le document complet

... L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignemen[r] ... Voir le document complet

... [25] for an intermediate solution where the penalization term is not convex but where the global criterion stays ...existence and performance of sound algorithmic resolution procedures, it can offer some ... Voir le document complet

... CNAG and GIM, in terms of SNR, giving a more accurate localization of breakpoints validated by ...alternatively and iteratively both non-relevant and biologically relevant ...signal and vice ... Voir le document complet

... sensitivity analysis, with the best point known in the literature being X ∗ = ...solutions and it is obvious from the lower plots that convergence is ...random for the frozen ...faster and ... Voir le document complet