Data-driven computational neuroscience: (Record no. 428299)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01477 a2200241 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | ISI Library, Kolkata |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240910110258.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 211221b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781108493703 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | ISI Library |
| Language of cataloging | English |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 612.80727 |
| Item number | B586 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bielza, Concha |
| Relator term | author |
| 245 10 - TITLE STATEMENT | |
| Title | Data-driven computational neuroscience: |
| Remainder of title | machine learning and statistical models/ |
| Statement of responsibility, etc | Concha Bielza and Pedro Larranaga |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | United Kingdom: |
| Name of publisher, distributor, etc | CUP, |
| Date of publication, distribution, etc | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 689 pages |
| Other physical details | diagrams, illustrations |
| Dimensions | 26 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part I Introduction -- 1. Computational Neuroscience -- Part II Statistics -- 2. Exploratory data analysis -- 3. Probability theory and random variables -- Part III Supervised classification -- 5. Performance evaluation -- 6.Feature subset selection -- 7. Non- probabilistic classifiers -- 8. Probabilistic classifiers -- 9. Metaclassifiers -- 10. Multidimensional classifiers -- Part IV Unsupervised classification -- 11. Non-probabilistic clustering -- 12. Probabilistic clustering -- Part V Probabilistic graphical models -- 13. Bayesian networks -- 14. Markov networks -- Part VI Spatial Statistics -- 15. Spatial statistics |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computational Neuroscience |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Neuroscience- Computational Models |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Neuroscience- Statistical Methods |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Larranaga, Pedro |
| Relator term | author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Lost status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| ISI Library, Kolkata | ISI Library, Kolkata | 10/12/2021 | 4 | 5969.37 | 612.80727 B586 | 138517 | Books |
