Fundamentals of Artificial Intelligence [[electronic resource] /] / by K.R. Chowdhary

• Record Nr.: UNISA996465470603316
• Autore: Chowdhary K.R
• Pubbl/distr/stampa: New Delhi : , : Springer India : , : Imprint : Springer, , 2020
• ISBN: 81-322-3972-5
• Edizione: [1st ed. 2020.]
• Descrizione fisica: 1 online resource (730 pages)
• Disciplina: 006.3
• Soggetti: Artificial intelligence; Computational intelligence; Applied mathematics; Engineering mathematics; Artificial Intelligence; Computational Intelligence; Mathematical and Computational Engineering
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: Introducing Artificial Intelligence -- Logic and Reasoning Patterns -- First Order Predicate Logic -- Rule Based Reasoning -- Logic Programming and Prolog -- Real-world Knowledge Representation -- Networks-based Representation -- State Space Search -- Heuristic Search -- Constraint Satisfaction Problems -- Adversarial Search and Game Theory -- Reasoning in Uncertain Environments -- Machine Learning -- Statistical Learning Theory -- Automated Planning -- Intelligent Agents -- Data Mining -- Information Retrieval -- Natural Language Processing -- Automatic Speech Recognition -- Machine Vision.
• Sommario/riassunto: Fundamentals of Artificial Intelligence introduces the foundations of present day AI and provides coverage to recent developments in AI such as Constraint Satisfaction Problems, Adversarial Search and Game Theory, Statistical Learning Theory, Automated Planning, Intelligent Agents, Information Retrieval, Natural Language & Speech Processing, and Machine Vision. The book features a wealth of examples and illustrations, and practical approaches along with the theoretical ; concepts. It covers all major areas of AI in the domain of recent developments. The book is intended primarily for students who major in computer science at undergraduate and graduate level but will also be of interest as a foundation to researchers in the area of AI.