[PDF] Top 20 Using Markov Logic Network for On-line Activity Recognition from Non-Visual Home Automation Sensors

... the sensors and the technol- ogy used for ...sensor for activity recognition is indirect (no worn sensors for localisation), heterogeneous (from numerical to ... Voir le document complet

... locomotion activity. Chen et al. [ 12 ] proposed a robust activity recognition algorithm based on principal component analysis (PCA) and on-line support vector machine (OSVM), the algorithm ... Voir le document complet

... data from sensors and interprets them, by means of IA techniques, to provide contex- tual information for decision ...[12] for further ...dedicated Markov Logic Network ... Voir le document complet

... exclude from the learning set, the participants’ records used for ...framework for on-line AR is detailed in Section ...Hidden Markov Models (HMMs), Conditional Random Fields (CRFs) and ... Voir le document complet

... behaviors for medical applications. It first computes events and actions from the available context data by using simple reasoning on an ...a Markov Logic Network ...extracted ... Voir le document complet

... Fig. 13. Current provided/recovered by the PCube. of the PCube correspond to its energy losses. B. COIN-OR Methods To compare the optimized FL method results obtained, the global minimum consumption should be evaluated. ... Voir le document complet

... hypokinesia using kinematic ...need for a long-term and reliable monitoring device that is able to assess the patient’s general motor state, detect and quantify motor symptoms, providing an objective means ... Voir le document complet

... collective activity dataset ...group activity, and a support vector machine (SVM) classifier is applied for activity ...collective activity dataset is a popular dataset for ... Voir le document complet

... * Response Adaptive Applications. Integrated with other applications and systems, a location-aware system could perform a variety of useful tasks. Many of these are based[r] ... Voir le document complet

... those for zone, roles, and equipment declaration, and for the descrip- tion of the ...the activity, then select the roles of its actors and the needed ...the activity description window, users ... Voir le document complet

... Introduction For security and safety reasons, many applications require to recognize various activities, corresponding to interesting behaviors in the application ...domain. Activity Recognition aims ... Voir le document complet

... patient activity assessment using different ...accelerometers activity assessment for the estimation of older people performance in instrumental activities of daily living (IADL) and physical ... Voir le document complet

... accelerometers activity assessment for the estimation of older people performance in instrumental activities of daily living (IADL) and physical tests in the clinical protocol developed by the Memory Center ... Voir le document complet

... - Home appliances, Non Intrusive Load Monitoring (NILM), auto- matic recognition, statistical data analysis, features ...seeking for more power effi- ciency and more controllability over ... Voir le document complet

... detection using hidden semi-Markov models Miguel Altuve, Student Member, IEEE, Guy Carrault, Alain Beuch´ee, Patrick Pladys and Alfredo ...series, for the detection of apnea- bradycardia episodes in ... Voir le document complet

... Moreover, many errors can be detected only by using the spatial reasoning such as position problems (inappropriate objects are brought into the activity zone) or orientation of object is[r] ... Voir le document complet

... and recognition To do the learning and the recognition we used a discreet ...features from the learning dataset in K clusters using the K-Means ...the recognition. Indeed, we need to ... Voir le document complet

... it from an authorized ...25], sensors, smart outlets, or other additional tools to read the power data are not ...costs. For our part, we work with three loading features which allow us to recognize ... Voir le document complet

... need for punctual health services (physiotherapy, nursing, etc.) at the home of the ...life for the elders [4]. Most of the smart home initiatives adopt the model based on cheap ubiquitous ... Voir le document complet

... mechanism for similar action discrimination consisting of a memory module and a binary ...scores from the fusion ...fuse for disambiguating the similar actions in the vali- dation ...approach ... Voir le document complet