Search Results for author: Fabrice Lauri

Found 4 papers, 0 papers with code

A GA-like Dynamic Probability Method With Mutual Information for Feature Selection

no code implementations21 Oct 2022 Gaoshuai Wang, Fabrice Lauri, Amir Hajjam El Hassani

As each gene's probability is independent, the chromosome variety in GADP is more notable than in traditional GA, which ensures GADP has a wider search space and selects relevant features more effectively and accurately.

feature selection POS

Supervised and Semi-supervised Deep Probabilistic Models for Indoor Positioning Problems

no code implementations22 Nov 2019 Weizhu Qian, Fabrice Lauri, Franck Gechter

Predicting smartphone users location with WiFi fingerprints has been a popular research topic recently.

Convolutional Mixture Density Recurrent Neural Network for Predicting User Location with WiFi Fingerprints

no code implementations21 Nov 2019 Weizhu Qian, Fabrice Lauri, Franck Gechter

Predicting smartphone users activity using WiFi fingerprints has been a popular approach for indoor positioning in recent years.

Time Series Time Series Prediction

A Probabilistic Approach for Discovering Daily Human Mobility Patterns with Mobile Data

no code implementations21 Nov 2019 Weizhu Qian, Fabrice Lauri, Franck Gechter

In the experiments, the effectiveness of our method is validated on the real user data collected from different users.

Clustering

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