000 | 02908nam a22005775i 4500 | ||
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001 | 978-3-031-20639-9 | ||
003 | DE-He213 | ||
005 | 20240423125034.0 | ||
007 | cr nn 008mamaa | ||
008 | 230430s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031206399 _9978-3-031-20639-9 |
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024 | 7 |
_a10.1007/978-3-031-20639-9 _2doi |
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050 | 4 | _aQ334-342 | |
050 | 4 | _aTA347.A78 | |
072 | 7 |
_aUYQ _2bicssc |
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072 | 7 |
_aCOM004000 _2bisacsh |
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072 | 7 |
_aUYQ _2thema |
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082 | 0 | 4 |
_a006.3 _223 |
100 | 1 |
_aSomani, Ayush. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 0 |
_aInterpretability in Deep Learning _h[electronic resource] / _cby Ayush Somani, Alexander Horsch, Dilip K. Prasad. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2023. |
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300 |
_aXX, 466 p. 176 illus., 172 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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505 | 0 | _aChapter 1. Introduction -- Chapter 2. Neural networks for deep learning -- Chapter 3. Knowledge Encoding and Interpretation -- Chapter 4. Interpretation in Specific Deep Learning Architectures -- Chapter 5. Fuzzy Deep Learning. | |
520 | _aThis book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures. In addition, it includes several case studies from application-oriented articles in the fields of computer vision, optics and machine learning related topic. The book can be used as a monograph on interpretability in deep learning covering the most recent topics as well as a textbook for graduate students. Scientists with research, development and application responsibilities benefit from its systematic exposition. . | ||
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aOperations research. | |
650 | 0 | _aKnowledge management. | |
650 | 0 | _aComputer vision. | |
650 | 1 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aOperations Research and Decision Theory. |
650 | 2 | 4 | _aKnowledge Management. |
650 | 2 | 4 | _aComputer Vision. |
700 | 1 |
_aHorsch, Alexander. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aPrasad, Dilip K. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031206382 |
776 | 0 | 8 |
_iPrinted edition: _z9783031206405 |
776 | 0 | 8 |
_iPrinted edition: _z9783031206412 |
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-20639-9 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c173538 _d173538 |