000 | 03117nam a22005775i 4500 | ||
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001 | 978-3-031-29555-3 | ||
003 | DE-He213 | ||
005 | 20240207153609.0 | ||
007 | cr nn 008mamaa | ||
008 | 230601s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031295553 _9978-3-031-29555-3 |
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050 | 4 | _aTK5101-5105.9 | |
072 | 7 |
_aTJK _2bicssc |
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072 | 7 |
_aTEC041000 _2bisacsh |
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072 | 7 |
_aTJK _2thema |
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082 | 0 | 4 |
_a621.382 _223 |
100 | 1 |
_aŞen, Zekâi. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 0 |
_aShallow and Deep Learning Principles _h[electronic resource] : _bScientific, Philosophical, and Logical Perspectives / _cby Zekâi Şen. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2023. |
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300 |
_aXX, 661 p. 322 illus., 71 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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500 | _aAcceso multiusuario | ||
505 | 0 | _aIntroduction -- Philosophical and Logical Principles in Science -- Uncertainty and Modeling Principles -- Mathematical Modeling Principles -- Genetic Algorithm -- Artificial Neural Networks -- Artıfıcıal Intellıgence -- Machıne Learnıng -- Deep Learning -- Conclusion. | |
520 | _aThis book discusses Artificial Neural Networks (ANN) and their ability to predict outcomes using deep and shallow learning principles. The author first describes ANN implementation, consisting of at least three layers that must be established together with cells, one of which is input, the other is output, and the third is a hidden (intermediate) layer. For this, the author states, it is necessary to develop an architecture that will not model mathematical rules but only the action and response variables that control the event and the reactions that may occur within it. The book explains the reasons and necessity of each ANN model, considering the similarity to the previous methods and the philosophical - logical rules. | ||
541 |
_fUABC ; _cPerpetuidad |
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650 | 0 | _aTelecommunication. | |
650 | 0 |
_aComputer science _xMathematics. |
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650 | 0 | _aMathematical statistics. | |
650 | 0 | _aTechnological innovations. | |
650 | 0 | _aArtificial intelligence. | |
650 | 1 | 4 | _aCommunications Engineering, Networks. |
650 | 2 | 4 | _aProbability and Statistics in Computer Science. |
650 | 2 | 4 | _aInnovation and Technology Management. |
650 | 2 | 4 | _aArtificial Intelligence. |
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031295546 |
776 | 0 | 8 |
_iPrinted edition: _z9783031295560 |
776 | 0 | 8 |
_iPrinted edition: _z9783031295577 |
856 | 4 | 0 |
_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-29555-3 |
912 | _aZDB-2-ENG | ||
912 | _aZDB-2-SXE | ||
942 | _cLIBRO_ELEC | ||
999 |
_c261700 _d261699 |