Smart Techniques for a Smarter Planet
Springer International Publishing (Verlag)
978-3-030-03130-5 (ISBN)
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.
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.
| Erscheinungsdatum | 09.02.2019 |
|---|---|
| Reihe/Serie | Studies in Fuzziness and Soft Computing |
| Zusatzinfo | XII, 304 p. 175 illus., 83 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 631 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik ► Analysis | |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Technik | |
| Schlagworte | Algorithms for Object Detection • Big Data Analytics in Healthcare • Cognitive Radio Networks • convolutional neural networks • Cuckoo Search Algorithms • Cyber-Physical Systems • deep neural networks • Face Signature Extraction • Information Extraction with Machine Learning • IoT in Healthcare • Motion Estimation Algorithm • multimedia compression • multi-objective genetic algorithm • optimization techniques • Optimum Machine Response • Parallel Algorithms • Recurrent Neural Networks • Smart Algorithms in Big Data Analytics • Smart Security |
| ISBN-10 | 3-030-03130-6 / 3030031306 |
| ISBN-13 | 978-3-030-03130-5 / 9783030031305 |
| Zustand | Neuware |
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