TY  - BOOK
AU  - Naser,M.Z.
TI  - Machine learning for civil & environmental engineers: : a practical approach to data-driven analysis, explainability, and causality
SN  - 9781119897606
U1  - 006.31 
PY  - 2023///]
CY  - Hoboken, New Jersey
PB  - John Wiley & Sons
KW  - Machine learning
KW  - Civil engineering
KW  - Data processing
KW  - Environmental engineering
N1  - Includes bibliographical references and index; Teaching methods for this textbook; Introduction to machine learning; Data and statistics; Machine learning algorithms; Performance fitness indicators and error metrics; Coding-free and coding-based approaches to machine learning; Explainability and interpretability; Causal discovery and casual inference; Final thoughts and future directions
ER  -