| Description |
1 online resource (261 p.) |
| Contents |
Cover -- Title Page -- Copyright Page -- Preface -- Table of 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 -- Index |
| Notes |
Description based upon print version of record |
| Form |
Electronic book
|
| Author |
Carneiro Gomes, Juliana
|
|
Augusto de Freitas Barbosa, Valter
|
| ISBN |
9781000792867 |
|
1000792862 |
|
