Safe and Sound: Artificial Intelligence in Hazardous Applications

Fox, John; Das, Subrata Kumar; American Association For Artificial Intelligence

ISBN 10: 0262062119 / ISBN 13: 9780262062114

Verlag: Aaai Pr, 2000

Beschreibung

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Bestandsnummer des Verkäufers OTV.0262062119.G

Bibliografische Details

• Titel: Safe and Sound: Artificial Intelligence in Hazardous Applications
• Verlag: Aaai Pr
• Erscheinungsjahr: 2000
• Sprache: Englisch
• ISBN-10: 0262062119
• ISBN-13: 9780262062114
• Einband: Hardcover
• Zustand: good

Über diesen Titel

Inhaltsangabe

This book describes, from both practical and theoretical perspectives, an AI technology for supporting sound clinical decision making and safe patient management.

Computer science and artificial intelligence are increasingly used in the hazardous and uncertain realms of medical decision making, where small faults or errors can spell human catastrophe. This book describes, from both practical and theoretical perspectives, an AI technology for supporting sound clinical decision making and safe patient management. The technology combines techniques from conventional software engineering with a systematic method for building intelligent agents. Although the focus is on medicine, many of the ideas can be applied to I systems in other hazardous settings. The book also covers a number of general AI problems, including knowledge representation and expertise modeling, reasoning and decision making under uncertainty, planning and scheduling, and the design and implementation of intelligent agents. The book, written in an informal style, begins with the medical background and motivations, technical challenges, and proposed solutions. It then turns to a wide-ranging discussion of intelligent and autonomous agents, with particular reference to safety and hazard management. The final section provides a detailed discussion of the knowledge representation and other aspects of the agent model developed in the book, along with a formal logical semantics for the language.

Über die Autorin bzw. den Autor

Subrata Das, well known for his expertise in data fusion, computational intelligence, and business analytics, is Founder, President, and Chief Scientist of Machine Analytics.