Machine Learning for Practical Decision Making

Christo El Morr (), Manar Jammal (), Hossam Ali-Hassan () and Walid EI-Hallak ()
Additional contact information
Christo El Morr: York University
Manar Jammal: York University
Hossam Ali-Hassan: York University, Glendon Campus
Walid EI-Hallak: Ontario Health

in International Series in Operations Research and Management Science from Springer, currently edited by Camille C. Price, Joe Zhu and Frederick S. Hillier

Date: 2022
ISBN: 978-3-031-16990-8
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Chapters in this book:

Ch Chapter 1 Introduction to Machine Learning

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 10 K-Nearest Neighbors

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 11 Neural Networks

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 12 K-Means

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 13 Support Vector Machine

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 14 Voting and Bagging

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 15 Boosting and Stacking

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 16 Future Directions and Ethical Considerations

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 2 Statistics

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 3 Overview of Machine Learning Algorithms

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 4 Data Preprocessing

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 5 Data Visualization

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 6 Linear Regression

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 7 Logistic Regression

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 8 Decision Trees

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

Ch Chapter 9 Naïve Bayes

Christo El Morr, Manar Jammal, Hossam Ali-Hassan and Walid El-Hallak

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DOI: 10.1007/978-3-031-16990-8

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