Smart Techniques for a Smarter Planet Towards Smarter Algorithms /

This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classi...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Mishra, Manoj Kumar (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Mishra, Bhabani Shankar Prasad (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Patel, Yashwant Singh (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Misra, Rajiv (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:Studies in Fuzziness and Soft Computing, 374
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Smart Techniques for a Smarter Planet  |h [electronic resource] :  |b Towards Smarter Algorithms /  |c edited by Manoj Kumar Mishra, Bhabani Shankar Prasad Mishra, Yashwant Singh Patel, Rajiv Misra. 
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490 1 |a Studies in Fuzziness and Soft Computing,  |x 1434-9922 ;  |v 374 
505 0 |a Intelligent Computational Techniques for the Better World 2020 -- Optimization of the cropping pattern using Cuckoo Search Technique -- A Review on Epileptic Seizure Detection and Prediction Using Soft Computing Techniques -- Deep learning architectures for Object Detection and Classification -- AI Powered Partially Parallelized Scheme for Multi Factor Authentication -- Performance Measures. 
520 |a This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classification, a systematic study is missing in the current literature. Here, the editors collected a set of chapters on key topics, paying attention to provide an equal balance of theory and practice, and to outline similarities between the different techniques and applications. All in all, the book provides an unified view on the field on intelligent methods, with their current perspective and future challenges. . 
650 0 |a Computational intelligence. 
650 0 |a Pattern recognition. 
650 0 |a Artificial intelligence. 
650 0 |a Calculus of variations. 
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650 2 4 |a Pattern Recognition.  |0 http://scigraph.springernature.com/things/product-market-codes/I2203X 
650 2 4 |a Artificial Intelligence.  |0 http://scigraph.springernature.com/things/product-market-codes/I21000 
650 2 4 |a Calculus of Variations and Optimal Control; Optimization.  |0 http://scigraph.springernature.com/things/product-market-codes/M26016 
700 1 |a Mishra, Manoj Kumar.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Mishra, Bhabani Shankar Prasad.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Patel, Yashwant Singh.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Misra, Rajiv.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
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830 0 |a Studies in Fuzziness and Soft Computing,  |x 1434-9922 ;  |v 374 
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950 |a Intelligent Technologies and Robotics (Springer-42732)