A comparative analysis of methodologies for database schema integration
ACM Computing Surveys (CSUR)
CNLS '89 Proceedings of the ninth annual international conference of the Center for Nonlinear Studies on Self-organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks on Emergent computation
Information Sciences—Informatics and Computer Science: An International Journal - Special issue on recent advances in soft computing
Spatio-Temporal Context for Robust Multitarget Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fusion rules for merging uncertain information
Information Fusion
Decentralized Bayesian algorithms for active sensor networks
Information Fusion
Proposition of common classifier construction for pattern recognition with context task
Knowledge-Based Systems
A knowledge-based approach to merging information
Knowledge-Based Systems
How smart are our environments? An updated look at the state of the art
Pervasive and Mobile Computing
A location model for smart environments
Pervasive and Mobile Computing
A user-independent real-time emotion recognition system for software agents in domestic environments
Engineering Applications of Artificial Intelligence
Distributed Healthcare: Simultaneous Assessment of Multiple Individuals
IEEE Pervasive Computing
Towards a Context Theory for Context-aware systems
Proceedings of the 2007 conference on Advances in Ambient Intelligence
Sensor-based understanding of daily life via large-scale use of common sense
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Location-based activity recognition using relational Markov networks
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Health-status monitoring through analysis of behavioral patterns
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
An Integrated Approach to Context Specification and Recognition in Smart Homes
ICOST '08 Proceedings of the 6th international conference on Smart Homes and Health Telematics
CDL: an Integrated Framework for Context Specification and Recognition
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Context assessment strategies for ubiquitous robots
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Activity recognition in smart homes: from specification to representation
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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This work deals with a distributed knowledge representation and active information fusion system suitable for use in Ambient Intelligence applications. The architecture --which is modeled as a multi-agent system --exploits a sound formal model to relate numerical data to symbolic representations, thus being able to reason about predicates, situations and contexts. In particular, agents collaborate to perform an intelligent multi-sensor data fusion according to the guidance of an active classification layer. Experimental results performed both in simulation and in a real set-up are discussed with respect to a number of implications and future directions related to the system approach.