MARC details
| 000 -LEADER |
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| fixed length control field |
04603naaaa2201105uu 4500 |
| 001 - CONTROL NUMBER |
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| control field |
https://directory.doabooks.org/handle/20.500.12854/87527 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20220714201515.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
books978-3-0365-4516-5 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783036545158 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783036545165 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.3390/books978-3-0365-4516-5 |
| Terms of availability |
doi |
| 041 0# - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
English |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
dc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
GP |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
P |
| Source |
bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Leon, Florin |
| Relator code |
edt |
| 9 (RLIN) |
1628905 |
| 245 10 - TITLE STATEMENT |
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| Title |
Advances in Artificial Intelligence: Models, Optimization, and Machine Learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Basel |
| Name of publisher, distributor, etc |
MDPI - Multidisciplinary Digital Publishing Institute |
| Date of publication, distribution, etc |
2022 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 electronic resource (362 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Open Access |
| Source of term |
star |
| Standardized terminology for access restriction |
Unrestricted online access |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
The present book contains all the articles accepted and published in the Special Issue "Advances in Artificial Intelligence: Models, Optimization, and Machine Learning" of the MDPI Mathematics journal, which covers a wide range of topics connected to the theory and applications of artificial intelligence and its subfields. These topics include, among others, deep learning and classic machine learning algorithms, neural modelling, architectures and learning algorithms, biologically inspired optimization algorithms, algorithms for autonomous driving, probabilistic models and Bayesian reasoning, intelligent agents and multiagent systems. We hope that the scientific results presented in this book will serve as valuable sources of documentation and inspiration for anyone willing to pursue research in artificial intelligence, machine learning and their widespread applications. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
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| Terms governing use and reproduction |
Creative Commons |
| -- |
https://creativecommons.org/licenses/by/4.0/ |
| -- |
cc |
| -- |
https://creativecommons.org/licenses/by/4.0/ |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Research & information: general |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
928234 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Mathematics & science |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
1014621 |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
large margin nearest neighbor regression |
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distance metrics |
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| Uncontrolled term |
prototypes |
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| Uncontrolled term |
evolutionary algorithm |
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| Uncontrolled term |
approximate differential optimization |
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| Uncontrolled term |
multiple point hill climbing |
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| Uncontrolled term |
adaptive sampling |
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| Uncontrolled term |
free radical polymerization |
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| Uncontrolled term |
autonomous driving |
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| Uncontrolled term |
object tracking |
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| Uncontrolled term |
trajectory prediction |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
deep neural networks |
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| Uncontrolled term |
stochastic methods |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
applied machine learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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classification and regression |
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data mining |
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ensemble model |
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engineering informatics |
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gender-based violence in Mexico |
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twitter messages |
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class imbalance |
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k-nearest neighbor |
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instance-based learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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graph neural network |
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| Uncontrolled term |
deep learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
hyperparameters |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
machine learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
optimization |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
inference |
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| Uncontrolled term |
metaheuristics |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
animal-inspired |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
exploration |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
exploitation |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
hot rolled strip steel |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
surface defects |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
defect classification |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
knockout tournament |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
dynamic programming algorithm |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
computational complexity |
| 653 ## - INDEX TERM--UNCONTROLLED |
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combinatorics |
| 653 ## - INDEX TERM--UNCONTROLLED |
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intelligent transport systems |
| 653 ## - INDEX TERM--UNCONTROLLED |
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traffic control |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
spatial-temporal variable speed limit |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
multi-agent systems |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
reinforcement learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
distributed W-learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
urban motorways |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
multi-agent framework |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
.NET framework |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
simulations |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
agent-based systems |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
agent algorithms |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
software design |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
multisensory fingerprint |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
interoperability |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
DeepFKTNet |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
classification |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
generative adversarial networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
image classification |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
transfer learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
plastic bottle |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
n/a |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Hulea, Mircea |
| Relator code |
edt |
| 9 (RLIN) |
1628906 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gavrilescu, Marius |
| Relator code |
edt |
| 9 (RLIN) |
1628907 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Leon, Florin |
| Relator code |
oth |
| 9 (RLIN) |
1628905 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Hulea, Mircea |
| Relator code |
oth |
| 9 (RLIN) |
1628906 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gavrilescu, Marius |
| Relator code |
oth |
| 9 (RLIN) |
1628907 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://mdpi.com/books/pdfview/book/5725">https://mdpi.com/books/pdfview/book/5725</a> |
| -- |
0 |
| Public note |
DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://directory.doabooks.org/handle/20.500.12854/87527">https://directory.doabooks.org/handle/20.500.12854/87527</a> |
| -- |
0 |
| Public note |
DOAB: description of the publication |
