Výsledky vyhledávání - "Ramdani, Sofiane"

Report

Radius selection using kernel density estimation for the computation of nonlinear measures

Autor: Medrano, Johan, Kheddar, Abderrahmane, Lesne, Annick, Ramdani, Sofiane

Publikováno v: Chaos 1 August 2021; 31 (8): 083131

When nonlinear measures are estimated from sampled temporal signals with finite-length, a radius parameter must be carefully selected to avoid a poor estimation. These measures are generally derived from the correlation integral which quantifies the

Externí odkaz: http://arxiv.org/abs/2401.03891

Zobrazit plný text záznamu

Report

Assessing Time Series Correlation Significance: A Parametric Approach with Application to Physiological Signals

Autor: Medrano, Johan, Kheddar, Abderrahmane, Ramdani, Sofiane

Correlation coefficients play a pivotal role in quantifying linear relationships between random variables. Yet, their application to time series data is very challenging due to temporal dependencies. This paper introduces a novel approach to estimate

Externí odkaz: http://arxiv.org/abs/2401.02387

Zobrazit plný text záznamu

Report

A Deep Learning Framework for Recognizing both Static and Dynamic Gestures

Autor: Mazhar, Osama, Ramdani, Sofiane, Cherubini, Andrea

Intuitive user interfaces are indispensable to interact with the human centric smart environments. In this paper, we propose a unified framework that recognizes both static and dynamic gestures, using simple RGB vision (without depth sensing). This f

Externí odkaz: http://arxiv.org/abs/2006.06321

Zobrazit plný text záznamu