Search Results for author: Aurelien Pelissier

Found 3 papers, 3 papers with code

Practical and scalable simulations of non-Markovian stochastic processes

1 code implementation9 Dec 2022 Aurelien Pelissier, Miroslav Phan, Niko Beerenwinkel, Maria Rodriguez Martinez

While analytic solutions often cannot be derived, existing simulation frameworks can generate stochastic trajectories compatible with the dynamical laws underlying the random phenomena.

Epidemiology Sociology

Intelligent Measurement Analysis on Single Cell Raman Images for the Diagnosis of Follicular Thyroid Carcinoma

2 code implementations11 Apr 2019 Aurelien Pelissier

A major issue that has received a lot of attention in the Raman literature is the fact that variations in instrumental responses and intrinsic spectral backgrounds over different days of measurements or devices creates strong inconsistency of Raman intensity spectra over the various experimental condition, thus making the use of Raman spectroscopy on a large scale and reproductive basis difficult.

Dimensionality Reduction feature selection

Feature selection as Monte-Carlo Search in Growing Single Rooted Directed Acyclic Graph by Best Leaf Identification

1 code implementation19 Nov 2018 Aurelien Pelissier, Atsuyoshi Nakamura, Koji Tabata

Monte Carlo tree search (MCTS) has received considerable interest due to its spectacular success in the difficult problem of computer Go and also proved beneficial in a range of other domains.

feature selection

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