Machine learning in chemistry / (Record no. 82155)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02788nam a2200601 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | ccn00943402 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr*cn ---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200805s2020 dcua ob 101 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780841299009 |
| Qualifying information | electronic |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | NjRocCCS |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | NjRocCCS |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QD39.3.E46 |
| Item number | J36 2020 |
| 060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER | |
| Classification number | QD 39.3.E46 |
| Item number | J33 2020 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 542/.85 |
| Edition number | 23 |
| 084 ## - OTHER CLASSIFICATION NUMBER | |
| Classification number | COM094000 |
| -- | SCI013070 |
| Number source | bisacsh |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Janet, Jon Paul, |
| Relator term | author. |
| Affiliation | Massachusetts Institute of Technology. |
| 9 (RLIN) | 67862 |
| 245 10 - TITLE STATEMENT | |
| Title | Machine learning in chemistry / |
| Statement of responsibility, etc. | Jon Paul Janet & Heather J. Kulik. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Washington, DC, USA : |
| Name of producer, publisher, distributor, manufacturer | American Chemical Society, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource : |
| Other physical details | illustrations (some color). |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | ACS in focus, |
| International Standard Serial Number | 2691-8307 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Title | Advancing Research through Machine Learning -- |
| -- | Supervised Machine Learning for the Chemical Sciences -- |
| -- | Linear Models, Kernels, and Trees -- |
| -- | Representations of Atomistic Systems -- |
| -- | Neural Networks and Learned Representations -- |
| -- | Applying Machine Learning Models in Chemistry. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher-supplied information and home-page. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | American Chemical Society, ACS In Focus eBooks - 2020 Front Files. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning. |
| 9 (RLIN) | 1831 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Chemisty |
| General subdivision | Computer programs. |
| 9 (RLIN) | 67620 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Supervised learning (Machine learning) |
| 9 (RLIN) | 21676 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Chemistry |
| General subdivision | Computer simulation. |
| 9 (RLIN) | 67621 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine theory. |
| 9 (RLIN) | 67863 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence. |
| 9 (RLIN) | 3407 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Linear models (Statistics) |
| 9 (RLIN) | 11855 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Kernel functions |
| General subdivision | Computer programs. |
| 9 (RLIN) | 67623 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Trees (Graph theory) |
| General subdivision | Computer programs. |
| 9 (RLIN) | 67624 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Chemistry |
| General subdivision | Molecular aspects |
| -- | Computer programs. |
| 9 (RLIN) | 67625 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Neural networks (Computer science) |
| 9 (RLIN) | 3414 |
| 650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computational Chemistry. |
| 9 (RLIN) | 63092 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine Learning. |
| 9 (RLIN) | 1831 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Supervised Machine Learning. |
| 9 (RLIN) | 67626 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Simulation. |
| 9 (RLIN) | 5106 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial Intelligence. |
| 9 (RLIN) | 3407 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Linear Models. |
| 9 (RLIN) | 11856 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Neural Networks, Computer. |
| 9 (RLIN) | 21566 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS / Data Science / Machine Learning. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 67627 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | SCIENCE / Chemistry / Computational & Molecular Modeling. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 67628 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kulik, Heather J., |
| Relator term | author. |
| Affiliation | Massachusetts Institute of Technology. |
| 9 (RLIN) | 67864 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | American Chemical Society, |
| Relator term | issuing body. |
| 9 (RLIN) | 67532 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | ACS in focus. |
| International Standard Serial Number | 2691-8307 |
| 9 (RLIN) | 67865 |
| 856 4# - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | ACS |
| Uniform Resource Identifier | <a href="http://dx.doi.org/10.1021/acs.infocus.7e4001">http://dx.doi.org/10.1021/acs.infocus.7e4001</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
No items available.