Artificial intelligence: with an introduction to machine learning (Record no. 823)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02873nam a22002537a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210129104832.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210129b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367571641 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Item number | NEA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Neapolitan, Richard E. |
| 245 ## - TITLE STATEMENT | |
| Title | Artificial intelligence: with an introduction to machine learning |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | CRC Press |
| Place of publication, distribution, etc. | London |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 466 p. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 42.99 |
| 490 ## - SERIES STATEMENT | |
| Series statement | Artificial intelligence and robotics |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Table of Contents<br/><br/>1. Introduction to Artificial Intelligence<br/><br/>Part I LOGICAL INTELLIGENCE<br/>2. Propositional Logic<br/>3. First-Order Logic<br/>4. Certain Knowledge Representation<br/>5. Learning Deterministic Models<br/><br/>PART II PROBABILISTIC INTELLIGENCE<br/>6. Probability<br/>7. Uncertain Knowledge Representation<br/>8. Advanced Properties of Bayesian Network<br/>9. Decision Analysis<br/>10. Learning Probabilistic Model Parameters<br/>11. Learning Probabilistic Model Structure<br/>12. Unsupervised Learning and Reinforcement Learning<br/><br/>PART III EMERGENT INTELLIGENCE<br/>13. Evolutionary Computation<br/>14. Swarm Intelligence<br/><br/>PART IV NEURAL INTELLIGENCE<br/>15. Neural Networks and Deep Learning<br/><br/>PART V LANGUAGE UNDERSTANDING<br/>16. Natural Language Understanding |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods. The book is divided into five sections that focus on the most useful techniques that have emerged from AI. The first section of the book covers logic-based methods, while the second section focuses on probability-based methods. Emergent intelligence is featured in the third section and explores evolutionary computation and methods based on swarm intelligence. The newest section comes next and provides a detailed overview of neural networks and deep learning. The final section of the book focuses on natural language understanding. Suitable for undergraduate and beginning graduate students, this class-tested textbook provides students and other readers with key AI methods and algorithms for solving challenging problems involving systems that behave intelligently in specialized domains such as medical and software diagnostics, financial decision making, speech and text recognition, genetic analysis, and more.<br/><br/>https://www.crcpress.com/Artificial-Intelligence-With-an-Introduction-to-Machine-Learning-Second/Neapolitan-Jiang/p/book/9781138502383 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Intelligent systems |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Jiang, Xia |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type | Bill No | Bill Date |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 01/29/2021 | Overseas Press India Private | 2940.82 | 006.3 NEA | 001079 | 01/29/2021 | 1 | 4389.28 | 01/29/2021 | Book | IN29488 | 28-01-2021 |