Network models for data science : (Record no. 613842)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02839cam a2200373 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 22641754 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260223144300.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | t| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220608s2023 nyu b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2022022818 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781108835763 (hbk.) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | JKRC |
| Modifying agency | DLC |
| -- | DLC-MRC |
| -- | DLC |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 519.6 |
| Item number | IZE.A |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Izenman, Alan Julian. |
| Relator term | author |
| 9 (RLIN) | 39434 |
| 245 10 - TITLE STATEMENT | |
| Title | Network models for data science : |
| Remainder of title | theory, algorithms, and applications / |
| Statement of responsibility, etc. | by Alan Julian Izenman. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 484 p. ; |
| Other physical details | ill. (chiefly color) |
| Dimensions | 26 cm. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| Authority record control number or standard number | http://id.loc.gov/vocabulary/contentTypes/txt |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Media type code | n |
| Source | rdamedia |
| Authority record control number or standard number | http://id.loc.gov/vocabulary/mediaTypes/n |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Carrier type code | nc |
| Source | rdacarrier |
| Authority record control number or standard number | http://id.loc.gov/vocabulary/carriers/nc |
| 365 ## - TRADE PRICE | |
| Price amount | 59.00 |
| Currency code | Pound |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "This text on the theory and applications of network science is aimed at beginning graduate students in statistics, data science, computer science, machine learning, and mathematics, as well as advanced students in business, computational biology, physics, social science, and engineering working with large, complex relational data sets. It provides an exciting array of analysis tools, including probability models, graph theory, and computational algorithms, exposing students to ways of thinking about types of data that are different from typical statistical data. Concepts are demonstrated in the context of real applications, such as relationships between financial institutions, between genes or proteins, between neurons in the brain, and between terrorist groups. Methods and models described in detail include random graph models, percolation processes, methods for sampling from huge networks, network partitioning, and community detection. In addition to static networks the book introduces dynamic networks such as epidemics, where time is an important component"-- Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | System analysis |
| Authority record control number or standard number | http://id.loc.gov/authorities/subjects/sh85131733 |
| 9 (RLIN) | 39435 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematical models |
| Authority record control number or standard number | http://id.loc.gov/authorities/subjects/sh85082124 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICS / Probability & Statistics / General |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 34329 |
| 758 ## - RESOURCE IDENTIFIER | |
| Real World Object URI | http://id.loc.gov/resources/instances/22641754 |
| 758 ## - RESOURCE IDENTIFIER | |
| Relationship | http://id.loc.gov/ontologies/bibframe/instanceOf |
| Real World Object URI | http://id.loc.gov/resources/works/22641754 |
| 884 ## - DESCRIPTION CONVERSION INFORMATION | |
| Conversion process | DLC bibframe2marc v3.1-dev |
| Conversion date | 20260123 |
| Conversion agency | DLC |
| Uniform Resource Identifier | https://github.com/lcnetdev/bibframe2marc/tree/v3.1-dev |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | cbc |
| c | orignew |
| d | 1 |
| e | ecip |
| f | 20 |
| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Books |
| Edition | 23 |
| Suppress in OPAC | No |
No items available.