| 000 | 04756nam a22006735i 4500 | ||
|---|---|---|---|
| 001 | 978-3-031-64373-6 | ||
| 003 | DE-He213 | ||
| 005 | 20251030113103.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 240925s2024 sz | s |||| 0|eng d | ||
| 020 |
_a9783031643736 _9978-3-031-64373-6 |
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| 024 | 7 |
_a10.1007/978-3-031-64373-6 _2doi |
|
| 050 | 4 | _aQ334-342 | |
| 050 | 4 | _aTA347.A78 | |
| 072 | 7 |
_aUYQ _2bicssc |
|
| 072 | 7 |
_aCOM004000 _2bisacsh |
|
| 072 | 7 |
_aUYQ _2thema |
|
| 100 | 1 |
_aHughes, James. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _984946 |
|
| 245 | 1 | 0 |
_aAI Versus Epidemics _h[electronic resource] / _cby James Hughes, Sheridan Houghten, Michael Dubé, Daniel Ashlock, Joseph Alexander Brown, Wendy Ashlock, Matthew Stoodley. |
| 250 | _a1st ed. 2024. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2024. |
|
| 300 |
_aXI, 97 p. 57 illus., 35 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
||
| 490 | 1 |
_aSynthesis Lectures on Learning, Networks, and Algorithms, _x2690-4314 |
|
| 505 | 0 | _aChapter 1 Introduction -- Chapter 2 Evolutionary Computation -- Chapter 3 Graph Compression -- Chapter 4 Network Induction. | |
| 520 | _aThis book presents algorithms and tools that are designed to model and extract information from personal contact networks that represent which individuals in a population are physically in contact with one another. The authors developed these tools based on research they conducted during the COVID-19 pandemic with the goal of improving responses to epidemics in the future. The book provides methods for modelling the transmission of infection across a population. The authors explain how an epidemic model can be used to strategically distribute vaccines and minimize the spread of a virus. The book shows how evolutionary computation, graph compression, and network induction can be utilized to manage issues that arise from an epidemic. In addition, this book: Demonstrates applied techniques for researchers and professionals working on solving problems related to epidemics Explains why personal contact networks are the key to understanding the dynamics of an epidemic managing related issues Provides solutions to problems that occur when creating and utilizing models of large populations About the Authors: James Alexander Hughes, Ph.D., is a Professor in the Department of Computer Science at St. Francis Xavier University. Sheridan Houghten, Ph.D., is a Professor in the Department of Computer Science at Brock University. Michael Dubé is a Ph.D. student at the University of Guelph. He earned his Master’s degree from Brock University. Matthew Stoodley, Ph.D., is a Senior Bioinformatics Analyst at the University Health Network in Toronto. Daniel Ashlock, Ph.D., was the Chair of the Department of Mathematics and Statistics at the University of Guelph. Joseph Alexander Brown, Ph.D., is an Assistant Teaching Professor at Thompson Rivers University. | ||
| 650 | 0 |
_aArtificial intelligence. _958441 |
|
| 650 | 0 |
_aMachine learning. _955059 |
|
| 650 | 0 |
_aMedical sciences. _965984 |
|
| 650 | 0 |
_aPublic health. _961312 |
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| 650 | 0 | _aApplication software. | |
| 650 | 0 |
_aAlgorithms. _958677 |
|
| 650 | 1 | 4 |
_aArtificial Intelligence. _958441 |
| 650 | 2 | 4 |
_aMachine Learning. _955059 |
| 650 | 2 | 4 |
_aHealth Sciences. _965987 |
| 650 | 2 | 4 |
_aPublic Health. _961312 |
| 650 | 2 | 4 | _aComputer and Information Systems Applications. |
| 650 | 2 | 4 |
_aAlgorithms. _958677 |
| 700 | 1 |
_aHoughten, Sheridan. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _984947 |
|
| 700 | 1 |
_aDubé, Michael. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _984948 |
|
| 700 | 1 |
_aAshlock, Daniel. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _984949 |
|
| 700 | 1 |
_aBrown, Joseph Alexander. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _984950 |
|
| 700 | 1 |
_aAshlock, Wendy. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _984951 |
|
| 700 | 1 |
_aStoodley, Matthew. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _984952 |
|
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031643729 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031643743 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031643750 |
| 830 | 0 |
_aSynthesis Lectures on Learning, Networks, and Algorithms, _x2690-4314 _984953 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-64373-6 |
| 912 | _aZDB-2-SXSC | ||
| 999 |
_c63681 _d63681 |
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