Tomaso Aste (University College London)

Gebundenes Buch

Probabilistic Data-Driven Modeling

Beschreibung

This book introduces a powerful selection of methodologies and approaches for constructing models from data from various domains from statistics to complexity science. This book uses the estimation of multivariate probabilities as a frame of reference for the entire domain, from linear regressions to deep learning neural networks.

Autor

Tomaso Aste is Professor of Complexity Science at the Computer Science Department at University College London. A trained physicist, he has substantially contributed to research in complex systems modeling, from materials to markets. He has authored over 300 research papers and several books and collaborated with over 100 researchers across all continents. Professor Aste is founder and Head of the Financial Computing and Analytics Group at UCL, he is founder and editor-in-chief of the journal Data-Driven Modelling.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 452
• Erscheinungstermin: 10. Juli 2025
• Englisch
• Abmessung: 249mm x 175mm x 33mm
• Gewicht: 1006g
• ISBN-13: 9781009221856
• ISBN-10: 100922185X
• Artikelnr.: 70892220