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 |
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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
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Author |
Carneiro Gomes, Juliana
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Augusto de Freitas Barbosa, Valter
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ISBN |
9781000792867 |
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1000792862 |
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