[PDF] Top 20 A fuzzy temporal data-mining model for activity recognition in smart homes

... We then performed a series of tests, taking the form of several case studies related to common activities of daily living, in order to show the functionality and efficiency of the propos[r] ... Voir le document complet

... niques for modelling human behaviour in the field of health- ...behaviour recognition, detection, and ...between temporal information captured by sensors and the subject’s estimated ...used ... Voir le document complet

... simulated data in health informatics research is common practice ...approach for developing and validating health monitoring systems ...different activity trends thus avoiding tedious lab ... Voir le document complet

... need for punctual health services (physiotherapy, nursing, ...person. In the context of a shortage of clinical professionals, this often proves challenging and threatens the security of the person if ... Voir le document complet

... work in two directions. On the one hand, we would like to compare a window-based approach, which loses semantics and temporality but summarises the data well, against an event/state-based approach, ... Voir le document complet

... recognition in a smart home environment. In this work, we performed a new hybrid model using Temporal or Spatial Features (TF or SF) with the PCA- LDA-WSVM ... Voir le document complet

... using a set of heterogeneous sensors placed at home appliances ...of a set of self-maintenance activities known as Activities of Daily Living (ADL[8], ...Although a multi-sensor approach enriches the ... Voir le document complet

... as in [Wren and Tapia, 2006]. For instance, an oc- cupant can not move from the bedroom to the front door with- out going through the lounge, ...be a relevant contribu- tion when fusioned with the ... Voir le document complet

... social activity dataset: The ISR-UoL 3D social activity dataset [23] incorporates interaction between two ...skeleton data acquired by an RGB-D ...Each activity is recorded in a ... Voir le document complet

... Abstract—Activity recognition aims at recognizing and under- standing the movements, actions, and objectives of mobile ...doctors). In this paper, we present a new language dedicated to end ... Voir le document complet

... libraries for MPI and PVM. These libraries provide a Java interface allowing Java programs to interact with MPI or ...support for cluster ...provides a distributed Java virtual machine on top ... Voir le document complet

... and activity annotated sensor ...of activity A2. There is a significant gap between this event and the preced- ...sensor data in this segment with this last event might be small ... Voir le document complet

... and recognition systems in streams comes down to the alignment of a predicted SLTSS with a ground-truth SLTSS, with the constraint that only time overlapping segment can be ...proposed ... Voir le document complet

... As a first step, we selected three serious games for Alzheimer patients with the help of clinicians, we encoded them as DTMCs in PRISM, and we tested meaningful PCTL properties thanks to the PRISM ... Voir le document complet

... that a measure of the goodness of "t between model and reality should be adjustable to allow both a local and global intercomparison, and that it is also needed to assign a measure of the ... Voir le document complet

... worked in various environments and had different end ...the data is centralized at a point and we can access it from an authorized ...sensors, smart outlets, or other additional tools to read ... Voir le document complet

... analysis, a branch of the data mining field. In our particular case, the objects are the occurrences in the trace of a specific actor, and the similarity measure of two ... Voir le document complet

... y a plusieurs résidents dans une maison intelligente, il est difficile de déterminer exactement qui a déclenché certains événements de capteurs ou à quelle activité appartiennent les don- nées d’un ... Voir le document complet

... Abstract: Activity recognition is important for security and safety in many domains, such as surveillance and health ...as a series of actions, triggered and driven by environ- mental ... Voir le document complet

... ABSTRACT In this article we propose a parameter-free method for Remote Sensing (RS) image databases Data Mining ...found in such large datasets, as well as methodologies with low ... Voir le document complet