Proceedings of International Conference on Computational Intelligence and Data Engineering : ICCIDE 2020 / / Nabendu Chaki [and three others], editors

• Record Nr.: UNINA9910483972703321
• Pubbl/distr/stampa: Cham, Switzerland : , : Springer, , [2021]; ©2021
• ISBN: 981-15-8767-1
• Edizione: [1st ed. 2021.]
• Descrizione fisica: 1 online resource (XII, 470 p. 238 illus., 159 illus. in color.)
• Collana: Lecture notes on data engineering and communications technologies ; ; Volume 56
• Disciplina: 006.3
• Soggetti: Computational intelligence
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: Autonomous Obstacle Avoidance Robot Using Regression -- ABC-BSRF: Artificial Bee colony and Borderline-SMOTE RF Algorithm for Intrusion Detection System on Data imbalanced Problem -- A Novel two-layer Feature Selection for Emotion Recognition with Body Movements -- Nearest Neighbors via a Hybrid Approach in Large Datasets: A Speed Up -- Impact of Hyperparameters on Model Development in Deep Learning -- Strategies to Effectively Integrate Visualization with Active Learning in Computer Science Class.
• Sommario/riassunto: This book is a collection of high-quality research work on cutting-edge technologies and the most-happening areas of computational intelligence and data engineering. It includes selected papers from the International Conference on Computational Intelligence and Data Engineering (ICCIDE 2020). It covers various topics, including collective intelligence, intelligent transportation systems, fuzzy systems, Bayesian network, ant colony optimization, data privacy and security, data mining, data warehousing, big data analytics, cloud computing, natural language processing, swarm intelligence and speech processing.