000 | 04560nam a22005775i 4500 | ||
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001 | 978-981-16-1681-5 | ||
003 | DE-He213 | ||
005 | 20240423125121.0 | ||
007 | cr nn 008mamaa | ||
008 | 210819s2021 si | s |||| 0|eng d | ||
020 |
_a9789811616815 _9978-981-16-1681-5 |
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024 | 7 |
_a10.1007/978-981-16-1681-5 _2doi |
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_a006.31 _223 |
245 | 1 | 0 |
_aData Science _h[electronic resource] : _bTheory, Algorithms, and Applications / _cedited by Gyanendra K. Verma, Badal Soni, Salah Bourennane, Alexandre C. B. Ramos. |
250 | _a1st ed. 2021. | ||
264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2021. |
|
300 |
_aXXVII, 437 p. 239 illus., 166 illus. in color. _bonline resource. |
||
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 |
_aTransactions on Computer Systems and Networks, _x2730-7492 |
|
505 | 0 | _aA Deep Learning Technique for Real-Time Active Car Tracking with Quadrotor Luiz Gustavo Miranda Pinto, Wander Mendes Martins and Alexandre Carlos Brandão Ramos (Federal University of Itajuba – Unifei, Brazil) -- On fusion of NIR and VW information for cross-spectral iris matching Ritesh Vyas, Tirupathiraju Kanumuri, Gyanendra Sheoran and Pawan Dubey (National Institute of Technology Delhi, Delhi, India) -- Spark Enhanced Framework for Medical Phrase Embedding using Deep Neural Network Amol Bhopale and Ashish Tiwari (Visvesvaraya National Institute of Technology, Nagpur, India) -- Performance Analysis of big.LITTLE System with various Branch Prediction Schemes Froila Rodrigues and Nitesh Guinde (Goa College of Engineering, Farmagudi, Ponda , GoaIndia) -- Two-stage Credit Scoring Model based on Evolutionary Feature Selection and Ensemble Neural Networks Diwakar Tripathi, Damodar Reddy Edla, Annushri Bablani and Venkatanareshbabu Kuppili (Madanapalle Institute of Technology & Science, Madanapalle, A.P., India) -- Image Processing and Deep Learning for Drone Autonomous Indoor Flight Pedro Lucas de Brito, Wander Mendes Martins and Alexandre Carlos Brandão Ramos Federal University of Itajuba – Unifei, Brazil) -- Sensitivity Analysis of Multi Objective Fractional Programming using Genetic Algorithm Debasish Roy (IIT, Kharagpur, India). | |
520 | _aThis book targets an audience with a basic understanding of deep learning, its architectures, and its application in the multimedia domain. Background in machine learning is helpful in exploring various aspects of deep learning. Deep learning models have a major impact on multimedia research and raised the performance bar substantially in many of the standard evaluations. Moreover, new multi-modal challenges are tackled, which older systems would not have been able to handle. However, it is very difficult to comprehend, let alone guide, the process of learning in deep neural networks, there is an air of uncertainty about exactly what and how these networks learn. By the end of the book, the readers will have an understanding of different deep learning approaches, models, pre-trained models, and familiarity with the implementation of various deep learning algorithms using various frameworks and libraries. | ||
650 | 0 | _aMachine learning. | |
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aMultimedia systems. | |
650 | 1 | 4 | _aMachine Learning. |
650 | 2 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aMultimedia Information Systems. |
700 | 1 |
_aVerma, Gyanendra K. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aSoni, Badal. _eeditor. _0(orcid) _10000-0002-9617-9468 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aBourennane, Salah. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aRamos, Alexandre C. B. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9789811616808 |
776 | 0 | 8 |
_iPrinted edition: _z9789811616822 |
776 | 0 | 8 |
_iPrinted edition: _z9789811616839 |
830 | 0 |
_aTransactions on Computer Systems and Networks, _x2730-7492 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-981-16-1681-5 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c174424 _d174424 |