Activity recognition using incremental learning

• Main Authors: Trogo-Oblena, Rhia S., Suarez, Merlin Teodosia, Bautista, Nikka Jennifer, Cua, Manuel, Gonzales, Jed Aureus, Urquiola, Marc Angelo B.
• Format: text
• Published: Animo Repository 2011
• Subjects: Human activity recognition; Ubiquitous computing; Computer Sciences; Software Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/1872; https://animorepository.dlsu.edu.ph/context/faculty_research/article/2871/type/native/viewcontent/P.2011.747_035
• Institution: De La Salle University

This paper presents an unsupervised incremental learning approach for activity recognition. Activity recognition is important because ambient intelligent spaces need to recognize the activity of the inhabitant before it can provide the appropriate support or assistance. However, building a knowledge...