Adaptive signal processing
Neurocomputing
SAC '92 Proceedings of the 1992 ACM/SIGAPP symposium on Applied computing: technological challenges of the 1990's
Adaptive filter theory (2nd ed.)
Adaptive filter theory (2nd ed.)
Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Design principles for intelligent environments
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
A Fast and Accurate Face Detector Based on Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Intelligent Hybrid Systems: Fuzzy Logic, Neural Networks, and Genetic Algorithms
Intelligent Hybrid Systems: Fuzzy Logic, Neural Networks, and Genetic Algorithms
Fundamentals of Artificial Neural Networks
Fundamentals of Artificial Neural Networks
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
An open agent architecture for assisting elder independence
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
Ubiquitous computing and AI towards an inclusive society
WUAUC'01 Proceedings of the 2001 EC/NSF workshop on Universal accessibility of ubiquitous computing: providing for the elderly
Evolving Connectionist Systems: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines
MavHome: An Agent-Based Smart Home
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Neural Engineering (Computational Neuroscience Series): Computational, Representation, and Dynamics in Neurobiological Systems
A Principal Component Neural Network-Based Face Recognition System and Its ASIC Implementation
VLSID '05 Proceedings of the 18th International Conference on VLSI Design held jointly with 4th International Conference on Embedded Systems Design
Using a fuzzy classification query language for customer relationship management
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Temperature control with a neural fuzzy inference network
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Learning patterns in ambient intelligence environments: a survey
Artificial Intelligence Review
Discovering frequent user--environment interactions in intelligent environments
Personal and Ubiquitous Computing
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Many wonderful technological developments in recent years have opened up the possibility of using smart or intelligent homes for a number of important applications. Typical applications range from overall lifestyle improvement to helping people with special needs such as the elderly and the disabled to improve their independence, safety and security at home. Research in the area has looked into ways of making the home environment automatic and automated devices have been designed to help the disabled people. Also, possibilities of automated health monitoring systems and usage of automatic controlled devices to replace caregiver and housekeeper have received significant attention. Most of the models require acquisition of useful information from the environment, identification of the significant features and finally usage of some sort of machine learning techniques for decision making and planning for the next action to be undertaken. This chapter specifically focuses on neural networks applications in building a smart home environment.