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AI-Based Transportation Planning and Operation

Posted By: AvaxGenius
AI-Based Transportation Planning and Operation

AI-Based Transportation Planning and Operation by Keemin Sohn
English | PDF | 2021 | 126 Pages | ISBN : 3036503641 | 13.5 MB

The purpose of this Special Issue is to create an an academic platform whereby high-quality research papers are published on the applications of innovative AI algorithms to transportation planning and operation. The authors present their original research articles related to the applications of AI or machine-learning techniques to transportation planning and operation. The topics of the articles encompass traffic surveillance, traffic safety, vehicle emission reduction, congestion management, traffic speed forecasting, and ride sharing strategy.

Effective Statistical Learning Methods for Actuaries II: Tree-Based Methods and Extensions

Posted By: AvaxGenius
Effective Statistical Learning Methods for Actuaries II: Tree-Based Methods and Extensions

Effective Statistical Learning Methods for Actuaries II: Tree-Based Methods and Extensions by Michel Denuit
English | PDF,EPUB | 2020 | 235 Pages | ISBN : 3030575551 | 25 MB

This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.

An Introduction to Statistical Learning: with Applications in R (Corrected at 8th printing 2017)

Posted By: AvaxGenius
An Introduction to Statistical Learning: with Applications in R (Corrected at 8th printing 2017)

An Introduction to Statistical Learning: with Applications in R by Gareth James
English | PDF,EPUB (True) | 2013 (Corrected at 8th printing 2017) | 434 Pages | ISBN : 1461471370 | 14.62 MB

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years.

New Frontiers in Mining Complex Patterns

Posted By: AvaxGenius
New Frontiers in Mining Complex Patterns

New Frontiers in Mining Complex Patterns: 8th International Workshop, NFMCP 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Revised Selected Papers by Michelangelo Ceci
English | PDF | 2020 | 160 Pages | ISBN : 3030488608 | 19.03 MB

This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2019, held in conjunction with ECML-PKDD 2019 in Würzburg, Germany, in September 2019.