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Swarm Intelligence
Trends and Applications
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MORE ABOUT THIS BOOK

Main description:

Provides strong and accessible theoretical bases to swarm intelligence algorithms, from particle optimization to bioinspired and meta-heuristic algorithms


Presents emerging meta-heuristic algorithms and applications


Provides overviews on Python and R based computing libraries for swarm intelligence and meta-heuristic algorithms


Presenting real-world applications, especially on Industry, Medicine and Biology.


Contents:

SECTION 1: FUNDAMENTALS AND ADVANCEMENTS ON SWARM INTELLIGENCE 1. Swarm Intelligence Based Algorithm for Feature Selection in High-Dimensional Datasets 2. Swarm Intelligence for Data Mining 3. Leveraging Center-Based Sampling Theory for Enhancing Particle Swarm Classification of Textual Data 4. Reinforcement Learning for Out-of-the-box Parameter Control for Evolutionary and Swarm-based Algorithm SECTION 2: APPLICATIONS 5. Recognition of Emotions in the Elderly Through Audio Signal Analysis 6. Recognition of Emotions in the Elderly through Facial Expressions: A Machine Learning-Based Approach 7. Identification of Emotion Parameters in Music to Modulate Human Affective States 8. Clinical Decision Support in the Care of Symptomatic Patients with COVID-19: An Approach Based on Machine Learning and Swarm Intelligence 9. The Sound of the Mind: Detection of Common Mental Disorders Using Vocal Acoustic Analysis and Machine Learning


PRODUCT DETAILS

ISBN-13: 9781032039961
Publisher: Taylor & Francis
Publication date: November, 2022
Pages: 250
Weight: 480g
Availability: Available
Subcategories: Biomedical Engineering

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