Swarm Intelligence
portes grátis
Swarm Intelligence
Trends and Applications
Augusto de Freitas Barbosa, Valter; Pinheiro dos Santos, Wellington; Carneiro Gomes, Juliana
Taylor & Francis Ltd
11/2022
250
Dura
Inglês
9781032039954
15 a 20 dias
453
Descrição não disponível.
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
RF;Smite;PSO;Roc Curve;ACO;Si;Feature Selection;PSO Evolution;Pheromone Trail;SVM;Onlooker Bees Phase;UCI Dataset;Arm;ABC Algorithm;Scout Bees Phase;High Dimensional Data Classification;NB;SVM Polynomial;PSO Performance;ACO Algorithm;Onlooker Bees;PSO Algorithm;Employed Bees Phase;Extract Association Rules;BNs
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
RF;Smite;PSO;Roc Curve;ACO;Si;Feature Selection;PSO Evolution;Pheromone Trail;SVM;Onlooker Bees Phase;UCI Dataset;Arm;ABC Algorithm;Scout Bees Phase;High Dimensional Data Classification;NB;SVM Polynomial;PSO Performance;ACO Algorithm;Onlooker Bees;PSO Algorithm;Employed Bees Phase;Extract Association Rules;BNs
