A hybrid classifier combination for home automation using EEG signals

• Published in: Neural computing & applications Vol. 32; no. 20; pp. 16135 - 16147
• Main Authors: Roy, Partha Pratim, Kumar, Pradeep, Chang, Victor
• Format: Journal Article
• Language: English
• Published: London Springer London 01.10.2020
• Subjects: Artificial Intelligence; Computational Biology/Bioinformatics; Computational Science and Engineering; Computer Science; Data Mining and Knowledge Discovery; Image Processing and Computer Vision; Probability and Statistics in Computer Science; S.I. : Applying Artificial Intelligence to the Internet of Things; EEG; LSTMs; Hybrid machine learning; IoT

Over the years, the usage of artificial intelligence (AI) algorithms is increased to develop various smart applications using Internet-of-Things. Home automation is a fast emerging area that involves monitoring and controlling of household appliances for user comfort and efficient management. Using...