| 000 -LEADER |
|---|
| fixed length control field |
03346nam a2200337 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
021156746 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
APU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20190114082345.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
181216t20172017sz a b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2017943187 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783319584867 (pbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
3319584863 (pbk.) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1022949011 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CCX |
| Language of cataloging |
eng |
| Transcribing agency |
CCX |
| Modifying agency |
WAN |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
Q335 |
| Item number |
.E78 2017 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ertel, Wolfgang. |
| 9 (RLIN) |
41114 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Introduction to artificial intelligence / |
| Statement of responsibility, etc |
Wolfgang Ertel ; translated by Nathanael Black ; with illustrations by Florian Mast. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd ed. |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Cham, Switzerland : |
| Name of publisher, distributor, etc |
Springer, |
| Date of publication, distribution, etc |
2017. |
| -- |
©2017 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiv, 356 p. : |
| Other physical details |
ill. (some col.) ; |
| Dimensions |
24 cm. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Undergraduate topics in computer science, |
| International Standard Serial Number |
1863-7310 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (pages 339-349) and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction -- Propositional Logic -- First-order Predicate Logic -- Limitations of Logic -- Logic Programming with PROLOG -- Search, Games and Problem Solving -- Reasoning with Uncertainty -- Machine Learning and Data Mining -- Neural Networks -- Reinforcement Learning -- Solutions for the Exercises. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
"This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. Fully revised and updated, this much-anticipated second edition also includes new material on deep learning. Topics and features: Presents an application-focused and hands-on approach to learning, with supplementary teaching resources provided at an associated website; contains numerous study exercises and solutions, highlighted examples, definitions, theorems, and illustrative cartoons;iIncludes chapters on predicate logic, PROLOG, heuristic search, probabilistic reasoning, machine learning and data mining, neural networks and reinforcement learning; reports on developments in deep learning, including applications of neural networks to generate creative content such as text, music and art (NEW); examines performance evaluation of clustering algorithms, and presents two practical examples explaining Bayestheorem and its relevance in everyday life (NEW); discusses search algorithms, analyzing the cycle check, explaining route planning for car navigation systems, and introducing Monte Carlo Tree Search (NEW); Includes a section in the introduction on AI and society, discussing the implications of AI on topics such as employment and transportation (NEW). Ideal for foundation courses or modules on AI, this easy-to-read textbook offers an excellent overview of the field for students of computer science and other technical disciplines, requiring no more than a high-school level of knowledge of mathematics to understand the material."--Back cover. |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
Translated from the German. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Artificial intelligence. |
| 9 (RLIN) |
41115 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Black, Nathanael, |
| Relator term |
translator. |
| 9 (RLIN) |
41116 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mast, Florian, |
| Relator term |
illustrator. |
| 9 (RLIN) |
41117 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Undergraduate topics in computer science. |
| 9 (RLIN) |
41118 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Book |
