000 | 02910nam a22005175i 4500 | ||
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001 | 978-3-030-24713-3 | ||
003 | DE-He213 | ||
005 | 20240423125151.0 | ||
007 | cr nn 008mamaa | ||
008 | 190814s2019 sz | s |||| 0|eng d | ||
020 |
_a9783030247133 _9978-3-030-24713-3 |
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024 | 7 |
_a10.1007/978-3-030-24713-3 _2doi |
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050 | 4 | _aQ325.5-.7 | |
072 | 7 |
_aUYQM _2bicssc |
|
072 | 7 |
_aMAT029000 _2bisacsh |
|
072 | 7 |
_aUYQM _2thema |
|
082 | 0 | 4 |
_a006.31 _223 |
100 | 1 |
_aMurty, M.N. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 0 |
_aCentrality and Diversity in Search _h[electronic resource] : _bRoles in A.I., Machine Learning, Social Networks, and Pattern Recognition / _cby M.N. Murty, Anirban Biswas. |
250 | _a1st ed. 2019. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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300 |
_aXI, 94 p. 17 illus., 5 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 |
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490 | 1 |
_aSpringerBriefs in Intelligent Systems, Artificial Intelligence, Multiagent Systems, and Cognitive Robotics, _x2196-5498 |
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505 | 0 | _aIntroduction -- Searching -- Representation -- Clustering and Classification -- Ranking -- Centrality and Diversity in Social and Information Networks -- Conclusion. | |
520 | _aThe concepts of centrality and diversity are highly important in search algorithms, and play central roles in applications of artificial intelligence (AI), machine learning (ML), social networks, and pattern recognition. This work examines the significance of centrality and diversity in representation, regression, ranking, clustering, optimization, and classification. The text is designed to be accessible to a broad readership. Requiring only a basic background in undergraduate-level mathematics, the work is suitable for senior undergraduate and graduate students, as well as researchers working in machine learning, data mining, social networks, and pattern recognition. . | ||
650 | 0 | _aMachine learning. | |
650 | 0 | _aPattern recognition systems. | |
650 | 1 | 4 | _aMachine Learning. |
650 | 2 | 4 | _aAutomated Pattern Recognition. |
700 | 1 |
_aBiswas, Anirban. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030247126 |
776 | 0 | 8 |
_iPrinted edition: _z9783030247140 |
830 | 0 |
_aSpringerBriefs in Intelligent Systems, Artificial Intelligence, Multiagent Systems, and Cognitive Robotics, _x2196-5498 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-24713-3 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c174988 _d174988 |