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Handbuch der Künstlichen Intelligenz
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Edited by:
Language:
German
Published/Copyright:
2021
About this book
This handbook provides a comprehensive overview of fundamental modern artificial intelligence methods and applications. The topics covered include cognition, neural networks, machine learning, speech and image analysis, robotics, software agents, and applications in Industry 4.0. The editor and authors are specialists in the subject areas they cover. This book is indispensable for anyone who works with AI.
Umfassend - Grundlegend - Topaktuell
Author / Editor information
Günter Görz, Erlangen
Ute Schmid, Bamberg
Tanya Braun, Lübeck
Topics
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Frontmatter
I -
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Vorwort
V -
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Inhalt
IX -
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1 Einleitung
1 -
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2 Wissensrepräsentation und -verarbeitung
27 -
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3 Suche
57 -
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4 Wissen über Raum und Zeit
101 -
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5 Automatische Inferenz
143 -
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6 Nichtmonotones Schließen
189 -
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7 Kognition
227 -
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8 Unsicheres, impräzises und unscharfes Wissen
279 -
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9 Fallbasiertes Schließen
343 -
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10 Planen
395 -
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11 Grundlagen des Maschinellen Lernens
429 -
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12 Tiefe neuronale Netze
509 -
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13 Vertrauenswürdiges, transparentes und robustesMaschinelles Lernen
571 -
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14 Sprachverarbeitung
601 -
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15 Bildanalyse
673 -
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16 Constraints
713 -
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17 Multiagentensysteme
755 -
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18 Semantic Web
783 -
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19 Universelle Spielprogramme
817 -
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20 Assistenzsysteme
859 -
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21 Ethische Fragen der Künstlichen Intelligenz
907 -
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Beteiligte
935 -
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Stichwortverzeichnis
941
Publishing information
Pages and Images/Illustrations in book
eBook published on:
December 16, 2020
eBook ISBN:
9783110659948
Edition:
6. Auflage
Pages and Images/Illustrations in book
Front matter:
20
Main content:
956
Illustrations:
207
Tables:
19
eBook ISBN:
9783110659948
Audience(s) for this book
Informatiker, Ingenieure, Wirtschafts- und Naturwissenschaftler
