Swarm intelligence : trends and applications /: trends and applications. (2022)

• Record Type: Book
• Further Information: Note: Edited by Wellington Pinheiro dos Santos, Juliana Carneiro Gomes, Valter Augusto de Freitas Barbosa.
• Editors: Santos, Wellington Pinheiro dos; Gomes, Juliana Carneiro; Barbosa, Valter Augusto de Freitas
• Contents: Preface SECTION 1: FUNDAMENTALS AND ADVANCEMENTS ON SWARM INTELLIGENCE Swarm Intelligence based algorithm for feature selection in high-dimensional datasets Nandini Nayar, Sachin Ahuja, and Shaily Jain Swarm Intelligence for Data Mining Razieh Sheikhpour Leveraging Center-Based Sampling Theory for Enhancing Particle Swarm Classification of Textual Data Anwar Ali Yahya, Najran University, Najran, Saudi Arabia Reinforcement Learning for Out-of-the-box Parameter Control for Evolutionary and Swarm-based Algorithm Marcelo Gomes Pereira de Lacerda, and Escola Politécnica de Pernambuco SECTION 2: APPLICATIONS Recognition of Emotions in the Elderly Through Audio Signal Analysis Flávio S. Fonseca, Arianne S. Torcate, Maíra A. Santana, Juliana C. Gomes, Nicole Charron, José Daniel S. do Carmo, Giselle M. M. Moreno, and Wellington P. dos Santos Recognition of Emotions in the Elderly through Facial Expressions: A Machine Learning-Based Approach Arianne Sarmento Torcate, Maíra Araújo Santana, Juliana Carneiro Gomes, Ingrid Bruno Nunes, Flávio Secco Fonseca, Gisele M. M. Moreno, and Wellington Pinheiro dos Santos Identification of Emotion Parameters in Music to Modulate Human Affective States Maíra A. Santana, Ingrid B. Nunes, Andressa L. Q. Ribeiro, Flávio S. Fonseca, Arianne S. Torcate, Amanda Suarez, Vanessa Marques, Nathália Córdula, Juliana C. Gomes, Giselle M. M. Moreno, and Wellington P. Santos Clinical decision support in the care of symptomatic patients with COVID-19: An approach based on machine learning and swarm intelligence Ingrid Bruno Nunes, Pedro Vitor Soares Gomes de Lima, Andressa Laysa Queiroz Ribeiro, Leandro Ferreira Frade Soares, Maria Eduarda da Silva Santana, Maria Luysa Teles Barcelar, Juliana Carneiro Gomes, Clarisse Lins de Lima, Maíra Araújo de Santana, Rodrigo Gomes de Souza, Valter Augusto de Freitas Barbosa, Ricardo Emmanuel de Souza, and Wellington Pinheiro dos Santos The Sound of the Mind: Detection of Common Mental Disorders Using Vocal Acoustic Analysis and Machine Learning Caroline Wanderley Espinola, Juliana Carneiro Gomes, Jessiane Mônica Silva Pereira, and Wellington P. Santos
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 006.3824; Swarm intelligence
• Languages: English
• ISBNs: 9781000796506; 9781000792867
• Related ISBNs: 9781032039954; 9781032039961
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.