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Smart Techniques for a Smarter Planet: Towards Smarter Algorithms 1st ed. 2019 [Kietas viršelis]

  • Formatas: Hardback, 304 pages, aukštis x plotis: 235x155 mm, weight: 641 g, 83 Illustrations, color; 92 Illustrations, black and white; XII, 304 p. 175 illus., 83 illus. in color., 1 Hardback
  • Serija: Studies in Fuzziness and Soft Computing 374
  • Išleidimo metai: 07-Feb-2019
  • Leidėjas: Springer Nature Switzerland AG
  • ISBN-10: 3030031306
  • ISBN-13: 9783030031305
Kitos knygos pagal šią temą:
  • Formatas: Hardback, 304 pages, aukštis x plotis: 235x155 mm, weight: 641 g, 83 Illustrations, color; 92 Illustrations, black and white; XII, 304 p. 175 illus., 83 illus. in color., 1 Hardback
  • Serija: Studies in Fuzziness and Soft Computing 374
  • Išleidimo metai: 07-Feb-2019
  • Leidėjas: Springer Nature Switzerland AG
  • ISBN-10: 3030031306
  • ISBN-13: 9783030031305
Kitos knygos pagal šią temą:

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. 

1 Intelligent Computational Techniques for the Better World 2020: Concepts, Methodologies, Tools, and Applications
1(18)
Yashwant Singh Patel
Rajiv Misra
Manoj Kumar Mishra
Bhabani Shankar Prasad Mishra
2 Optimization of the Cropping Pattern Using Cuckoo Search Technique
19(18)
Ashutosh Rath
Sandeep Samantaray
Prakash Chandra Swain
3 A Review on Epileptic Seizure Detection and Prediction Using Soft Computing Techniques
37(16)
Satarupa Chakrabarti
Aleena Swetapadma
Prasant Kumar Pattnaik
4 Deep Learning Architectures for Object Detection and Classification
53(28)
Bhaumik Vaidya
Chirag Paunwala
5 A PMOGA-Based Approach for Efficient Spectrum Utilization in Cognitive Radio
81(10)
Subhashree Mishra
Sudhanshu Sekhar Singh
Bhabani Shankar Prasad Mishra
Manoj Kumar Mishra
6 AI Powered Partially Parallelized Scheme for Multifactor Authentication
91(26)
G. R. Karpagam
A. Mukeshpandi
K. S. Sanjay Krishnan
S. Vanjinathan
7 Advanced Machine Learning Techniques in Natural Language Processing for Indian Languages
117(28)
Vaishali Gupta
Nisheeth Joshi
Iti Mathur
8 Application of Machine Learning Techniques in Clinical Information Extraction
145(22)
Ruchi Patel
Sanjay Tanwani
9 Sarcasm Detection Approaches for English Language
167(18)
Pragya Katyayan
Nisheeth Joshi
10 Dynamic Eyes and Mouth Reinforced LBP Histogram Descriptors Based on Emotion Classification in Video Sequences
185(26)
Ithaya Rani Panneer Selvam
T. Hari Prasath
11 Data Science Algorithms and Techniques for Smart Healthcare Using IoT and Big Data Analytics
211(32)
Liyakathunisa Syed
Saima Jabeen
S. Manimala
Hoda A. Elsayed
12 Performance Analysis of Compression Techniques for Multimedia Data
243(14)
Anupama S. Budhewar
Dharmpal D. Doye
13 A Smart Algorithm for Quantization Table Optimization: A Case Study in JPEG Compression
257(24)
B. Vinoth Kumar
G. R. Karpagam
14 Case Studies of Smart Algorithm for Industrial Process Control
281
X. Anitha Mary
Lina Rose
R. Jegan