Engineering mathematics and artificial intelligence : foundations, methods, and applications
/ edited by Herb Kunze [and three others]
- First edition
- xvi, 513 pages : illustrations
- Mathematics and its applications : modelling, engineering, and social sciences .
Includes bibliographical references and index.
Chapter 1. Multiobjective optimization : an overview / Matteo Rocca Chapter 2. Inverse problems / Didier Auroux Chapter 3. Decision tree for classification and forecasting / Mariangela Zenga and Cinzia Colapinto Chapter 4. A review of choice topics in Quantum computing and some connections with machine learning / Faisal Shah Khan Chapter 5. Sparse models for machine learning / Marco Repetto Chapter 6. Interpretability in machine learning / Marco Repetto Chapter 7. Big data : concepts, techniques, and considerations / Kate Mobley [and three others] Chapter 8. A machine of many faces : on the issue of interface in artificial intelligence and tools from user experience / Stefano Triberti, Maurizio Mauri and Andrea Gaggioli Chapter 9. Artificial intelligence technologies and platforms / Muhammad Usman, Abdullah Abonamah, ans Marc Poulin Chapter 10. Artificial neural networks / Bryson Boreland, Herb Kunze and Kimberly M. Levere Chapter 11. Multicriteria optimization in deep learning / Marco Repetto and Davide La Torre Chapter 12. Natural language processing : current methods and challenges / Ali Emami Chapter 13. AI and imaging in remote sensing / Nour Aburaed and Mina Al-Saad Chapter 14. AI in agriculture / Marie Kiroach and Adam Riccoboni Chapter 15. AI and cancer imaging / Lars Johannes Isaksson, Stefania Volpe, and Barbara Alicja Jereczek-Fossa Chapter 16. AI and ecommerce : from Amazon and Tiktok, GPT-3 and LaMDA, to the metaverse and beyond / Adam Riccoboni Chapter 17. The difficulties of clinical NLP / Vanessa Klotzman Chapter 18. Inclusive green growth in OECD countries : insight from the Lasso regularization and inferential techniques / Andrea Vezzulli [and others] Chapter 19. Quality assessment of medical images / Ilona Anna Urbaniak and Ruben Nandan Pinto Chapter 20. Securing machine learning models : notions and open issues / Lara Mauri and Ernesto Damiani