• Aucun résultat trouvé

topological data analysis

An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists

An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists

... provide data scien- tists with a brief and comprehensive introduction to the mathematical and statistical foundations of ...exploratory topological data analysis (Section 3), geometric ...

39

High-Dimensional Topological Data Analysis

High-Dimensional Topological Data Analysis

... ANALYSIS Fr´ ed´ eric Chazal INTRODUCTION Modern data often come as point clouds embedded in high dimensional Euclidean spaces, or possibly more general metric ...topology. Topological data ...

22

Empowering Advanced Driver-Assistance Systems from Topological Data Analysis

Empowering Advanced Driver-Assistance Systems from Topological Data Analysis

... theory; topological data analysis; machine learning; time series; smart driving ...systematic analysis of drivers in actual driving ...

17

Nonlinear Regression Operating on Microstructures Described from Topological Data Analysis for the Real-Time Prediction of Effective Properties

Nonlinear Regression Operating on Microstructures Described from Topological Data Analysis for the Real-Time Prediction of Effective Properties

... using Topological Data Analysis for describing those rich topologies and morphologies in a concise way, and then using the associated topological descriptions for generating accurate ...

13

Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks

Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks

... 4 Experimental Results From the problem presentation, we highlighted two issues, relative to any healthcare machine-learning problem: imbal- anced datasets and individual differences. The fewer the pa- tients and the ...

8

Topological Analysis of High Velocity Turbulent Flow

Topological Analysis of High Velocity Turbulent Flow

... object. Topological data analysis (TDA) is used to improve understanding and avoid costly traditional methods such as 3D modal decomposition algorithms or highly technical hydrody- namic stability ...

3

Analysis of ordinal longitudinal data

Analysis of ordinal longitudinal data

... Longitudinal Data Analysis using Generalized Linear Models, Biometrika, 73, 13-22 ...binary data Using the odds ratio as measure of association, Biometrika, 78, ...

138

Grid Analysis of Radiological Data

Grid Analysis of Radiological Data

... MDM security The latest version of the MDM is based on the lightweight Disk Pool Manager (DPM) disk server which implements SRM version 2 (Perelmutov 2002). Access is controlled through the combined use of the LFC File ...

32

Data on Social Network Analysis on Malaria

Data on Social Network Analysis on Malaria

... As for the authors we can notice on table 2 that some of them have a higher number of publications, much greater than the average researcher on the area. The top 10 authors for example have more than 150 publications (11 ...

6

Analysis of longitudinal imaging data

Analysis of longitudinal imaging data

... Compound Symmetric (CS) intra-visit correlation structure Naive-OLS (N-OLS) model which include subject indicator variables as covariates.. Fast, but only valid with CS intra-visit corre[r] ...

29

Immersive Data Exploration and Analysis

Immersive Data Exploration and Analysis

... Regarding data visualization and interactions, with a mean of 5 ...the data is far away. Using the duplication of data point alleviated the problem during the study though this was not the intended ...

5

Topological gradient for a fourth order operator used in image analysis

Topological gradient for a fourth order operator used in image analysis

... of topological gradient which has been rigorously formalized in [13, 17] for shape optimization problems has a wide range of applications : structural mechanics, optimal design, inverse analysis and more ...

32

Multiresolution analysis of ranking data

Multiresolution analysis of ranking data

... ranking data. Much less considered than vector data, they actually arise in a large variety of applications and a tremendous literature is dedicated to their analysis, spreading across many ...

227

Analysis of the topological charge of vortex beams using a hole wheel

Analysis of the topological charge of vortex beams using a hole wheel

... The LG beam is diffracted by a p hole wheel, having holes with d = 0.15 mm diameter, regularly spaced on a circle of radius R = 2.5 mm. R is chosen to be of the order of the LG beam radius to get a correct brilliance for ...

9

Discriminant Analysis for Multiway Data

Discriminant Analysis for Multiway Data

... sented in this paper. The core of MFDA relies on the structural constraint imposed to the discriminant vectors in order to account for the multiway structure of the data. This results in a more parsimonious model ...

11

Floquet topological insulators

Floquet topological insulators

... a topological mass of the Haldane type which can be detected through the associated Hall ...a topological phase of matter by applying a proper time-periodic ...already topological, photons are also ...

9

Analysis method for detecting topological defect dark matter with a global magnetometer network

Analysis method for detecting topological defect dark matter with a global magnetometer network

... the analysis methods, a geo- metrical interpretation of the principles of the analysis procedure is introduced in Section ...The analysis procedure follows sev- eral steps that are described in ...

12

Data Engineering for the Analysis of Semiconductor Manufacturing Data

Data Engineering for the Analysis of Semiconductor Manufacturing Data

... the analysis, since highly correlated features can act as “synonyms” in the decision ...of data from the same process, minor variations in the data can cause radi- cally different trees to be ...the ...

11

Advanced Data Interpolating Variational Analysis. Application to climatological data.

Advanced Data Interpolating Variational Analysis. Application to climatological data.

... doi:10.1016/0967-0637(96)00012-X, 1996. Troupin, C., Sirjacobs, D., Rixen, M., Brasseur, P., Brankart J.-M., Barth, A., Alvera-Azc´arate, A., Capet, A., Ouberdous, M. , Lenartz, F., Toussaint, M.-E., and J.-M. Beckers: ...

1

Analysis of data virtualization & enterprise data standardization in business intelligence

Analysis of data virtualization & enterprise data standardization in business intelligence

... In order to be used for data integration DV platform must do data cleansing, data transformation and data correlation. DW does each of these stages separately and [r] ...

59

Show all 10000 documents...

Sujets connexes