Cover image for Demystifying Artificial Intelligence : Symbolic, Data-Driven, Statistical and Ethical AI.
Demystifying Artificial Intelligence : Symbolic, Data-Driven, Statistical and Ethical AI.
Title:
Demystifying Artificial Intelligence : Symbolic, Data-Driven, Statistical and Ethical AI.
Author:
Gillain, Emmanuel.
ISBN:
9783111426143
Personal Author:
Edition:
1st ed.
Physical Description:
1 online resource (476 pages)
Series:
De Gruyter STEM Series
Contents:
Intro -- Acknowledgment -- Contents -- List of chapter authors -- 1 Preface and introduction -- 2 A holistic view of AI techniques, their limitations and complementarities -- 3 Solve problems by searching, including with constraints, a fundamental pillar -- 4 Reasoning with first-order logic -- 5 Knowledge representation and engineering with ontologies -- 6 Probabilistic reasoning: When the environment is uncertain -- 7 Learning from data -- 8 Between language and knowledge -- 9 Some words about ethics. The angles of fairness and transparency -- 10 Industry examples where different AI techniques are combined -- 11 Conclusion - Moving forward -- Trademarks -- Index.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Electronic Access:
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