Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications
Editat de Siddhartha Bhattacharyya, Paramartha Dutta, Debabrata Samanta, Anirban Mukherjee, Indrajit Panen Limba Engleză Paperback – 4 aug 2021
Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications explores the use of this computational paradigm across a wide range of applied domains which handle meaningful information. Chapters investigate a broad spectrum of the applications of computational intelligence across different platforms and disciplines, expanding our knowledge base of various research initiatives in this direction. This volume aims to bring together researchers, engineers, developers and practitioners from academia and industry working in all major areas and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing.
- Provides insights into the theory, algorithms, implementation, and application of computational intelligence techniques
- Covers a wide range of applications of deep learning across various domains which are researching the applications of computational intelligence
- Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques
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Specificații
ISBN-13: 9780128228449
ISBN-10: 012822844X
Pagini: 418
Dimensiuni: 216 x 276 mm
Greutate: 0.97 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 012822844X
Pagini: 418
Dimensiuni: 216 x 276 mm
Greutate: 0.97 kg
Editura: ELSEVIER SCIENCE
Cuprins
. Optimization in the sensor cloud: Taxonomy, challenges, and survey
2. Computational intelligence techniques for localization and clustering in wireless sensor
3. Computational intelligent techniques for resource management schemes in wireless sensor networks
4. Swarm intelligence based MSMOPSO for optimization of resource provisioning in Internet of Things
5. DNA-based authentication to access internet of things-based healthcare data
6. Computational intelligence techniques for cancer diagnosis
7. Security and privacy in the internet of things: computational intelligent techniques-based approaches
8. Automatic enhancement of coronary arteries using convolutional gray-level templates and path-based metaheuristics
9. Smart city development: Theft handling of public vehicles using image analysis and cloud network
10. Novel detection of cancerous cells through an image segmentation approach using principal component analysis
11. Classification of the operating spectrum for the RAMAN amplifier embedded optical communication system using soft computing techniques
12. Random walk elephant swarm water search algorithm for identifying order-preserving submatrices in gene expression data: a new approach using elephant swarm water search algorithm
13. Geopositioning of fog nodes based on user device location and framework for game theoretic applications in an fog to cloud network
14. A wavelet-based low frequency prior for single-image dehazing
15. Segmentation of retinal blood vessel structure based on statistical distribution of the area of isolated objects
16. Energy-efficient rendezvous point-based routing in wireless sensor network with mobile sink
17. An integration of handcrafted features for violent event detection in videos
18. Deep learning-based diabetic retinopathy detection for multiclass imbalanced data
19. Internet of Things e-health revolution: secured transmission of homeopathic e-medicines through chaotic key formation
20. Smart farming and water saving-based intelligent irrigation system implementation using the Internet of Things
21. Intelligent and smart enabling technologies in advanced applications: recent trends
22. Leveraging technology for healthcare and retaining access to personal health data to enhance personal health and well-being
23. Enhancement of foveolar architectural changes in gastric endoscopic biopsies
2. Computational intelligence techniques for localization and clustering in wireless sensor
3. Computational intelligent techniques for resource management schemes in wireless sensor networks
4. Swarm intelligence based MSMOPSO for optimization of resource provisioning in Internet of Things
5. DNA-based authentication to access internet of things-based healthcare data
6. Computational intelligence techniques for cancer diagnosis
7. Security and privacy in the internet of things: computational intelligent techniques-based approaches
8. Automatic enhancement of coronary arteries using convolutional gray-level templates and path-based metaheuristics
9. Smart city development: Theft handling of public vehicles using image analysis and cloud network
10. Novel detection of cancerous cells through an image segmentation approach using principal component analysis
11. Classification of the operating spectrum for the RAMAN amplifier embedded optical communication system using soft computing techniques
12. Random walk elephant swarm water search algorithm for identifying order-preserving submatrices in gene expression data: a new approach using elephant swarm water search algorithm
13. Geopositioning of fog nodes based on user device location and framework for game theoretic applications in an fog to cloud network
14. A wavelet-based low frequency prior for single-image dehazing
15. Segmentation of retinal blood vessel structure based on statistical distribution of the area of isolated objects
16. Energy-efficient rendezvous point-based routing in wireless sensor network with mobile sink
17. An integration of handcrafted features for violent event detection in videos
18. Deep learning-based diabetic retinopathy detection for multiclass imbalanced data
19. Internet of Things e-health revolution: secured transmission of homeopathic e-medicines through chaotic key formation
20. Smart farming and water saving-based intelligent irrigation system implementation using the Internet of Things
21. Intelligent and smart enabling technologies in advanced applications: recent trends
22. Leveraging technology for healthcare and retaining access to personal health data to enhance personal health and well-being
23. Enhancement of foveolar architectural changes in gastric endoscopic biopsies