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Engineering mathematics and artificial intelligence : foundations, methods, and applications / edited by Herb Kunze [and three others]

Contributor(s): Material type: TextTextSeries: Mathematics and its applications : modelling, engineering, and social sciencesPublisher: Boca Raton, Florida : CRC Press, 2024Edition: First editionDescription: xvi, 513 pages : illustrationsContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781032255675
Subject(s): Genre/Form:
DDC classification:
  • 620.001
Contents:
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
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Item type Current library Collection Call number Status Barcode
Book Book Main Library Reference Section Reference R 620.001 En57 2024 (Browse shelf(Opens below)) Room use only 57694QC

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

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