Recognition of Activities of Daily Living from Topic Model

Research in ubiquitous and pervasive technologies have made it possible to recognise activities of daily living through non-intrusive sensors. The data captured from these sensors are required to be classified using various machine learning or knowledge driven techniques to infer and recognise activities. The process of discovering the activities and activity-object patterns from the sensors tagged to objects as they are used is critical to recognising the activities. In this paper, we propose a topic model process of discovering activities and activity-object patterns from the interactions of low level state-change sensors. We also develop a recognition and segmentation algorithm to recognise activities and recognise activity boundaries. Experimental results we present validates our framework and shows it is comparable to existing approaches.

Minority-related activities in the United Nations System in 2013

This is a pre-copyedited, author-produced PDF of a chapter accepted for publication in the European Centre for Minority Issues and The European Academy Bozen/Bolzano (eds), European Yearbook of Minority Issues, Volume 12, 2013 (Brill, 2015). The version of record is available at: http://www.brill.com/publications/european-yearbook-minority-issues In reviewing the activities of relevant UN human rights institutions, bodies and mechanisms this chapter identifies and examines some of the main issues that have emerged regarding minority rights during the year 2013. It notably analyses how the UN has focused particular attention on the situation and the rights of religious minorities, as well as on the elaboration of the post-2015 development agenda. The chapter also reviews activities in other issue areas important for minorities such as language, education, combatting racism, hatred and intolerance, and the prevention of genocide and mass atrocities. It highlights developments with regard to specific groups such as Roma, people living with Albinism and Dalits. It also examines some of the urgent situations that have arisen from conflicts which have targeted minorities across the globe.