Understanding and Using Context
Personal and Ubiquitous Computing
Machine Learning for Sequential Data: A Review
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Dining Activity Analysis Using a Hidden Markov Model
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
Activity Summarisation and Fall Detection in a Supportive Home Environment
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
Activity Recognition and Abnormality Detection with the Switching Hidden Semi-Markov Model
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Context-Aware Artifacts: Two Development Approaches
IEEE Pervasive Computing
Human action recognition using star skeleton
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
A daily behavior enabled hidden Markov model for human behavior understanding
Pattern Recognition
Activity Recognition from Sparsely Labeled Data Using Multi-Instance Learning
LoCA '09 Proceedings of the 4th International Symposium on Location and Context Awareness
Daily Routine Recognition through Activity Spotting
LoCA '09 Proceedings of the 4th International Symposium on Location and Context Awareness
A Wireless Sensor Network for Assisted Living at Home of Elderly People
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
Using rhythm awareness in long-term activity recognition
ISWC '08 Proceedings of the 2008 12th IEEE International Symposium on Wearable Computers
An Ontology for the Care of the Elder at Home
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Learning large scale common sense models of everyday life
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
A hybrid discriminative/generative approach for modeling human activities
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
ELDeR: An Ontology for Enabling Living inDependently of Risks
OTM '09 Proceedings of the Confederated International Workshops and Posters on On the Move to Meaningful Internet Systems: ADI, CAMS, EI2N, ISDE, IWSSA, MONET, OnToContent, ODIS, ORM, OTM Academy, SWWS, SEMELS, Beyond SAWSDL, and COMBEK 2009
HMM machine learning and inference for Activities of Daily Living recognition
The Journal of Supercomputing
Understanding context before using it
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
Elderly activities recognition and classification for applications in assisted living
Expert Systems with Applications: An International Journal
Modeling a risk detection system for elderly's home-care with a network of timed automata
IWAAL'12 Proceedings of the 4th international conference on Ambient Assisted Living and Home Care
Hi-index | 12.05 |
In this work, the process followed for the development of a specific Ambient Assisted Living system is presented. The proposed systems has been designed to monitor elders which live alone and want to keep living independently. The process covers all the phases in intelligent system development: requirement analysis, conceptual model specification, architectural design and evaluation. One of the main contributions of the proposed work is an exhaustive evaluation methodology that is integrated in the development process. A relevant characteristic of the evaluation process is that, from initial phases, commercial presentations of the products functionalities is possible. Another important contribution is related with the capability of the system to adapt its behavior to that of the monitored elder. The presented system is called Necesity. It has become a commercial product which is already working and giving service to elders in the South-East of Spain.