Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Some computer science issues in ubiquitous computing
Communications of the ACM - Special issue on computer augmented environments: back to the real world
Design principles for intelligent environments
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
IEEE Pervasive Computing
The Aware Home: A Living Laboratory for Ubiquitous Computing Research
CoBuild '99 Proceedings of the Second International Workshop on Cooperative Buildings, Integrating Information, Organization, and Architecture
Hive: Distributed Agents for Networking Things
ASAMA '99 Proceedings of the First International Symposium on Agent Systems and Applications Third International Symposium on Mobile Agents
An introduction to variable and feature selection
The Journal of Machine Learning Research
Inhabited Intelligent Environments
BT Technology Journal
Creating an Ambient-Intelligence Environment Using Embedded Agents
IEEE Intelligent Systems
Managing Adaptive Versatile Environments
PERCOM '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications
A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent embedded agents
Nonlinear system input structure identification: two stage fuzzy curves and surfaces
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Designing fuzzy inference systems from data: An interpretability-oriented review
IEEE Transactions on Fuzzy Systems
The WM method completed: a flexible fuzzy system approach to data mining
IEEE Transactions on Fuzzy Systems
A dynamical cognitive multi-agent system for enhancing ambient intelligence scenarios
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
An agent-based wireless sensor network for water quality data collection
UCAmI'12 Proceedings of the 6th international conference on Ubiquitous Computing and Ambient Intelligence
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Recent advances in technology and manufacturing have resulted in more powerful and smaller processors to be embedded in the various artefacts within smart environments. Most of these artefacts are network enabled and thanks to pervasive networking such artefacts can communicate and collaborate together to support our daily lives. Furthermore, these artefacts can also be equipped with embedded agents to provide intelligent reasoning, planning and learning capabilities. However, the multitude of interconnected devices and artefacts can result in major network and processing delays as well as creating inherent complexities in programming and configuring smart environments to personalise themselves to suit the individual needs. Hence, a major challenge to the design and use of smart environments involves finding the best set of device associations and interconnections that are most suitable to the environment and user needs. In this paper, we will present a novel intelligent method for reducing the number of associations and interconnections between the various devices and artefacts within smart environments to minimise the network and processing overheads while reducing the cognitive load associated with configuring and programming smart environments.