The UMASS intelligent home project
Proceedings of the third annual conference on Autonomous Agents
LeZi-update: an information-theoretic framework for personal mobility tracking in PCS networks
Wireless Networks - Selected Papers from Mobicom'99
Mining Sequential Patterns: Generalizations and Performance Improvements
EDBT '96 Proceedings of the 5th International Conference on Extending Database Technology: Advances in Database Technology
The role of prediction algorithms in the MavHome smart home architecture
IEEE Wireless Communications
Automatic Intelligent Data Analysis in Sensor Networks for iSpace
BT Technology Journal
Discovery of interesting episodes in sequence data
Proceedings of the 2006 ACM symposium on Applied computing
Recognition of emergent human behaviour in a smart home: A data mining approach
Pervasive and Mobile Computing
A goal-oriented interface to consumer electronics using planning and commonsense reasoning
Knowledge-Based Systems
User-Customized Interactive System Using Both Speech and Face Recognition
ICESS '07 Proceedings of the 3rd international conference on Embedded Software and Systems
Evidential fusion of sensor data for activity recognition in smart homes
Pervasive and Mobile Computing
Easing the Smart Home: Translating Human Hierarchies to Intelligent Environments
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Towards a Task Supporting System with CBR Approach in Smart Home
ICOST '09 Proceedings of the 7th International Conference on Smart Homes and Health Telematics: Ambient Assistive Health and Wellness Management in the Heart of the City
Trust and security in Personal Network environments
International Journal of Electronic Security and Digital Forensics
SO_MAD: SensOr Mining for Anomaly Detection in Railway Data
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Technology and Health Care - Smart Environments: Technology to Support Healthcare
ChaturKartha: a context aware intelligent room
ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
A study on applying context-aware technology on hypothetical shopping advertisement
Information Systems Frontiers
Managing Adaptive Versatile environments
Pervasive and Mobile Computing
The easy ADL home: A physical-virtual approach to domestic living
Journal of Ambient Intelligence and Smart Environments
Motivated learning agent model for distributed collaborative systems
Expert Systems with Applications: An International Journal
The case for end-user programming of ubiquitous computing environments
Proceedings of the FSE/SDP workshop on Future of software engineering research
Mining and monitoring patterns of daily routines for assisted living in real world settings
Proceedings of the 1st ACM International Health Informatics Symposium
Supporting runtime system evolution to adapt to user behaviour
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
Anomaly detection in monitoring sensor data for preventive maintenance
Expert Systems with Applications: An International Journal
ThinkHome energy efficiency in future smart homes
EURASIP Journal on Embedded Systems - Special issue on networked embedded systems for energy management and buildings
Toward active sensor placement for activity recognition
NEHIPISIC'11 Proceeding of 10th WSEAS international conference on electronics, hardware, wireless and optical communications, and 10th WSEAS international conference on signal processing, robotics and automation, and 3rd WSEAS international conference on nanotechnology, and 2nd WSEAS international conference on Plasma-fusion-nuclear physics
Multiagent system for home automation
SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing
Activity knowledge transfer in smart environments
Pervasive and Mobile Computing
An intelligent agent for determining home occupancy using power monitors and light sensors
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Towards ambient intelligence in the classroom
UAHCI'11 Proceedings of the 6th international conference on Universal access in human-computer interaction: applications and services - Volume Part IV
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
The hitchhiker's guide to successful residential sensing deployments
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Ubiquitous intelligent sensing system for a smart home
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
The design of a portable kit of wireless sensors for naturalistic data collection
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Intelligent pervasive middleware based on biometrics
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
Scheduling strategies and their evaluation in a data stream management system
BNCOD'06 Proceedings of the 23rd British National Conference on Databases, conference on Flexible and Efficient Information Handling
The anatomy of a stream processing system
BNCOD'06 Proceedings of the 23rd British National Conference on Databases, conference on Flexible and Efficient Information Handling
Principles of smart home control
UbiComp'06 Proceedings of the 8th international conference on Ubiquitous Computing
Temporal data mining for smart homes
Designing Smart Homes
Cases, context, and comfort: opportunities for case-based reasoning in smart homes
Designing Smart Homes
Artificial neural networks in smart homes
Designing Smart Homes
Similarity measure for anomaly detection and comparing human behaviors
International Journal of Intelligent Systems
Emerging and adaptive fuzzy logic based behaviours in activity sphere centred ambient ecologies
Pervasive and Mobile Computing
DoMAIns: Domain-based modeling for Ambient Intelligence
Pervasive and Mobile Computing
Journal of Ambient Intelligence and Smart Environments
Journal of Ambient Intelligence and Smart Environments - A software engineering perspective on smart applications for AmI
PERSUASIVE'12 Proceedings of the 7th international conference on Persuasive Technology: design for health and safety
ISPA'07 Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking
Modelling pervasive environments using bespoke and commercial game-based simulators
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Information Sciences: an International Journal
SIP-enabled Surveillance Patrol Robot
Robotics and Computer-Integrated Manufacturing
Guidelines to efficient smart home design for rapid AI prototyping: a case study
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Genetic algorithm and pure random search for exosensor distribution optimisation
International Journal of Bio-Inspired Computation
Learning from a learning thermostat: lessons for intelligent systems for the home
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Rapid prototyping of semantic applications in smart spaces with a visual rule language
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Bootstrapping activity modeling for ambient assisted living
ICSH'13 Proceedings of the 2013 international conference on Smart Health
A service design on driving like living
DUXU'13 Proceedings of the Second international conference on Design, User Experience, and Usability: web, mobile, and product design - Volume Part IV
Adaptive interaction support in ambient-aware environments based on quality of context information
Multimedia Tools and Applications
Activity recognition on streaming sensor data
Pervasive and Mobile Computing
Detection of daily living activities using a two-stage Markov model
Journal of Ambient Intelligence and Smart Environments - Intelligent agents in Ambient Intelligence and smart environments
Context-aware hybrid reasoning framework for pervasive healthcare
Personal and Ubiquitous Computing
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The goal of the MavHome (Managing An Intelligent Versatile Home) project is to create a home that acts as an intelligent agent.1 In this paper, we introduce the MavHome architecture. The role of prediction algorithms within the architecture is discussed, and a meta-predictor is presented which combines the strengths of multiple approaches to inhabitant action prediction. We demonstrate the effectiveness of these algorithms on smart home data.