D. Cook

Publications
Influence

L. Chen, J. Hoey, C. Nugent, D. Cook, Z. Yu
Computer Science
IEEE Transactions on Systems, Man, and…
1 November 2012

In this paper, we present a comprehensive survey to examine the development and current status of various aspects of sensor-based activity recognition. Expand

Substructure Discovery Using Minimum Description Length and Background Knowledge

D. Cook, Lawrence B. Holder
Mathematics, Computer Science
J. Artif. Intell. Res.
1 August 1993

The ability to identify interesting and repetitive substructures is an essential component to discovering knowledge in structural data. Expand

Learning Setting-Generalized Activity Models for Smart Spaces

D. Cook
Computer Science, Medicine
IEEE Intelligent Systems
2012

Smart home activity recognition systems can learn generalized models for common activities that span multiple environment settings and resident types. Expand

Ambient intelligence: Technologies, applications, and opportunities

D. Cook, J. Augusto, V. Jakkula
Computer Science
Pervasive Mob. Comput.
1 August 2009

Ambient intelligence is an emerging discipline that brings intelligence to our everyday environments and makes those environments sensitive to us. Expand

Graph-Based Data Mining

D. Cook, Lawrence B. Holder
Computer Science
IEEE Intell. Syst.
1 March 2000

Using databases represented as graphs, the Subdue system performs two key data mining techniques: unsupervised pattern discovery and supervised concept learning from examples. Expand

How smart are our environments? An updated look at the state of the art

D. Cook, Sajal K. Das
Computer Science
Pervasive Mob. Comput.
1 March 2007

In this paper we take a look at the state of the art in smart environments research. Expand

Activity recognition on streaming sensor data

N. C. Krishnan, D. Cook
Computer Science, Medicine
Pervasive Mob. Comput.
1 February 2014

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

CASAS: A Smart Home in a Box

D. Cook, Aaron S. Crandall, B. Thomas, N. C. Krishnan
Computer Science, Medicine
Computer
1 July 2013

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

Human Activity Recognition and Pattern Discovery

Eunju Kim, A. Helal, D. Cook
Computer Science, Medicine
IEEE Pervasive Computing
2010

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

MavHome: an agent-based smart home

D. Cook, G. Youngblood, +4 authors F. Khawaja
Computer Science
Proceedings of the First IEEE International…
23 March 2003

We present the MavHome architecture, which allows a home to act as an intelligent agent. Expand

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