000 | 06502nam a22010815i 4500 | ||
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001 | 9783110670707 | ||
003 | DE-B1597 | ||
005 | 20240730161713.0 | ||
006 | m|||||o||d|||||||| | ||
007 | cr || |||||||| | ||
008 | 230228t20202020gw fo d z eng d | ||
020 | _a9783110670707 | ||
024 | 7 |
_a10.1515/9783110670707 _2doi |
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035 | _a(DE-B1597)533759 | ||
035 | _a(OCoLC)1158179576 | ||
040 |
_aDE-B1597 _beng _cDE-B1597 _erda |
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041 | 0 | _aeng | |
044 |
_agw _cDE |
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072 | 7 |
_aCOM004000 _2bisacsh |
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245 | 0 | 0 |
_aQuantum Machine Learning / _ced. by Siddhartha Bhattacharyya, Indrajit Pan, Ashish Mani, Elizabeth Behrman, Susanta Chakraborti, Sourav De. |
264 | 1 |
_aBerlin ; _aBoston : _bDe Gruyter, _c[2020] |
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264 | 4 | _c©2020 | |
300 | _a1 online resource (XIII, 118 p.) | ||
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 | 0 |
_aDe Gruyter Frontiers in Computational Intelligence , _x2512-8868 ; _v6 |
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505 | 0 | 0 |
_tFrontmatter -- _tContents -- _tList of Contributors -- _tPreface -- _t1. Introduction to quantum machine learning -- _t2. Topographic representation for quantum machine learning -- _t3. Quantum optimization for machine learning -- _t4. From classical to quantum machine learning -- _t5. Quantum inspired automatic clustering algorithms: A comparative study of Genetic algorithm and Bat algorithm -- _t6. Conclusion -- _tIndex |
506 | 0 |
_arestricted access _uhttp://purl.org/coar/access_right/c_16ec _fonline access with authorization _2star |
|
520 | _aQuantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving a classical machine learning method. Such algorithms typically require one to encode the given classical dataset into a quantum computer, so as to make it accessible for quantum information processing. After this, quantum information processing routines can be applied and the result of the quantum computation is read out by measuring the quantum system. While many proposals of quantum machine learning algorithms are still purely theoretical and require a full-scale universal quantum computer to be tested, others have been implemented on small-scale or special purpose quantum devices. | ||
530 | _aIssued also in print. | ||
538 | _aMode of access: Internet via World Wide Web. | ||
546 | _aIn English. | ||
588 | 0 | _aDescription based on online resource; title from PDF title page (publisher's Web site, viewed 28. Feb 2023) | |
650 | 4 |
_aAlgorithmus. _963838 |
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650 | 4 |
_aKünstliche Intelligenz. _975263 |
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650 | 4 |
_aMaschinelles Lernen. _975264 |
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650 | 4 |
_aQuantum Computing. _910080 |
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650 | 7 |
_aCOMPUTERS / Intelligence (AI) & Semantics. _2bisacsh _977648 |
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700 | 1 |
_aBehrman, Elizabeth, _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _977649 |
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700 | 1 |
_aBhattacharyya, Siddhartha, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977650 |
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700 | 1 |
_aBhattacharyya, Siddhartha, _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _977650 |
|
700 | 1 |
_aBishwas, Arit Kumar, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977651 |
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700 | 1 |
_aChakraborti, Susanta, _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _977652 |
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700 | 1 |
_aChatterjee, Amlan, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977653 |
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700 | 1 |
_aDe, Sourav, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977654 |
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700 | 1 |
_aDe, Sourav, _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _977654 |
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700 | 1 |
_aDey, Alokananda, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977655 |
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700 | 1 |
_aDey, Sandip, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977656 |
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700 | 1 |
_aMacLennan, Bruce J., _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977657 |
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700 | 1 |
_aMani, Ashish, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977658 |
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700 | 1 |
_aMani, Ashish, _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _977658 |
|
700 | 1 |
_aPalade, Vasile, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977659 |
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700 | 1 |
_aPan, Indrajit, _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _977660 |
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700 | 1 |
_aPlatos, Jan, _econtributor. _4ctb _4https://id.loc.gov/vocabulary/relators/ctb _977661 |
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773 | 0 | 8 |
_iTitle is part of eBook package: _dDe Gruyter _tDG Ebook Package English 2020 _z9783110696288 |
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