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Computational Intelligence for Water and Environmental Sciences

Posted By: AvaxGenius
Computational Intelligence for Water and Environmental Sciences

Computational Intelligence for Water and Environmental Sciences by Omid Bozorg-Haddad, Babak Zolghadr-Asli
English | EPUB | 2022 | 547 Pages | ISBN : 9811925186 | 49.5 MB

This book provides a comprehensive yet fresh perspective for the cutting-edge CI-oriented approaches in water resources planning and management. The book takes a deep dive into topics like meta-heuristic evolutionary optimization algorithms (e.g., GA, PSA, etc.), data mining techniques (e.g., SVM, ANN, etc.), probabilistic and Bayesian-oriented frameworks, fuzzy logic, AI, deep learning, and expert systems. These approaches provide a practical approach to understand and resolve complicated and intertwined real-world problems that often imposed serious challenges to traditional deterministic precise frameworks. The topic caters to postgraduate students and senior researchers who are interested in computational intelligence approach to issues stemming from water and environmental sciences.

A Machine Learning Based Model of Boko Haram

Posted By: AvaxGenius
A Machine Learning Based Model of Boko Haram

A Machine Learning Based Model of Boko Haram by V. S. Subrahmanian
English | EPUB | 2021 | 145 Pages | ISBN : 3030606139 | 7.2 MB

This is the first study of Boko Haram that brings advanced data-driven, machine learning models to both learn models capable of predicting a wide range of attacks carried out by Boko Haram, as well as develop data-driven policies to shape Boko Haram’s behavior and reduce attacks by them. This book also identifies conditions that predict sexual violence, suicide bombings and attempted bombings, abduction, arson, looting, and targeting of government officials and security installations.