• Publications
  • Influence
Sensor-Based Activity Recognition
TLDR
In this paper, we present a comprehensive survey to examine the development and current status of various aspects of sensor-based activity recognition. Expand
  • 725
  • 53
  • PDF
Substructure Discovery Using Minimum Description Length and Background Knowledge
TLDR
The ability to identify interesting and repetitive substructures is an essential component to discovering knowledge in structural data. Expand
  • 541
  • 47
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Learning Setting-Generalized Activity Models for Smart Spaces
  • D. Cook
  • Computer Science, Medicine
  • IEEE Intelligent Systems
  • 2012
TLDR
Smart home activity recognition systems can learn generalized models for common activities that span multiple environment settings and resident types. Expand
  • 320
  • 41
  • PDF
Ambient intelligence: Technologies, applications, and opportunities
TLDR
Ambient intelligence is an emerging discipline that brings intelligence to our everyday environments and makes those environments sensitive to us. Expand
  • 835
  • 34
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Graph-Based Data Mining
TLDR
Using databases represented as graphs, the Subdue system performs two key data mining techniques: unsupervised pattern discovery and supervised concept learning from examples. Expand
  • 477
  • 32
  • PDF
How smart are our environments? An updated look at the state of the art
TLDR
In this paper we take a look at the state of the art in smart environments research. Expand
  • 614
  • 31
  • PDF
Activity recognition on streaming sensor data
TLDR
In this paper we propose and evaluate a sliding window based approach to perform activity recognition in an on line or streaming fashion; recognizing activities as and when new sensor events are recorded. Expand
  • 398
  • 30
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CASAS: A Smart Home in a Box
TLDR
The CASAS architecture facilitates the development and implementation of future smart home technologies by offering an easy-to-install lightweight design that provides smart home capabilities out of the box with no customization or training. Expand
  • 369
  • 30
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Human Activity Recognition and Pattern Discovery
TLDR
In principle, activity recognition can be exploited to great societal benefits, especially in real-life, human centric applications such as elder care and healthcare. Expand
  • 537
  • 27
  • PDF
MavHome: an agent-based smart home
TLDR
We present the MavHome architecture, which allows a home to act as an intelligent agent. Expand
  • 574
  • 26
  • PDF