Topology in Real-World Machine Learning and Data Analysis

Kathryn Hess, Frédéric Chazal, Umberto Lupo

Frontiers Media SA

Science Applied Mathematics and Statistics Mathematics of Computation and Data Science

Keywords: topological data analysis,­Computational topology,­machine learning,­Algebraic Topology,­Nonlinear dimensionality reduction

Artificial Intelligence in Insurance and Finance

Glenn Fung, Sou Cheng Choi, Luisa Fernanda Polania Cabrera, Victor Wu, Lawrence Kwan Ho Ma

Frontiers Media SA

Luisa Fernanda Polania Cabrera is an Experienced Professional at Target Corporation (United...

Science Applied Mathematics and Statistics Mathematical Finance

Keywords: big data,­machine learning,­insurtech,­FinTech

Mathematical modelling of the pandemic of 2019 novel coronavirus (COVID-19): Patterns, Dynamics, Prediction, and Control

Hui-Jia Li, Lin Wang, Zhen Wang, Zhanwei Du, Bingyi Yang, Chengyi Xia, Aristides (Aris) Moustakas, Sen Pei

Frontiers Media SA

Science Applied Mathematics and Statistics Dynamical Systems

Keywords: COVID-19,­Epidemic spreading,­pattern recognition,­mathematical modelling,­Transmission dynamics,­Disease Prediction

Anomalous Transport: Applications, Mathematical Perspectives, and Big Data

Ralf Metzler, Carlos Mejía-Monasterio, Jürgen Vollmer

Frontiers Media SA

Science Physics Interdisciplinary Physics

Keywords: anomalous transport,­billiards and dynamical systems,­stochastic dynamics,­applications

Computational Probability and Mathematical Modeling

José Roberto Cantú-González, F-Javier Almaguer, Javier Morales-Castillo, Pavel Solin

Frontiers Media SA

In the present time, two of the most important approaches to tackle complex systems are...

Science Genetics Systems Biology Archive

Keywords: Computational probability,­mathematical modeling,­stochastic processes,­simulation,­complex networks,­circadian clock mathematics,­DNA walks,­Value Chains,­option pricing,­magnus and lift forces