Cook, Diane J.

Sensor-Based Activity Recognition

Chen, L., Hoey, J., Nugent, C. D., Cook, D. J., & Yu, Z. (2012) · IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 1,074

A survey of unsupervised deep domain adaptation

Wilson, G., & Cook, D. J. (2020) · ACM Transactions on Intelligent Systems and Technology

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 987

Activity recognition on streaming sensor data

Krishnan, N. C., & Cook, D. J. (2014) · Pervasive and Mobile Computing

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 488

Discovering Activities to Recognize and Track in a Smart Environment

Rashidi, P., Cook, D. J., Holder, L. B., & Schmitter-Edgecombe, M. (2011) · IEEE Transactions on Knowledge and Data Engineering

Context-Aware Activity Recognition SystemsHuman Mobility and Location-Based Analysis

Cited by 462

Transfer learning for activity recognition: a survey

Cook, D., Feuz, K. D., & Krishnan, N. C. (2013) · Knowledge and Information Systems

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 447

Learning Setting-Generalized Activity Models for Smart Spaces

Cook, D. (2012) · IEEE Intelligent Systems

Context-Aware Activity Recognition SystemsHuman Mobility and Location-Based Analysis

Cited by 445

Keeping the Resident in the Loop: Adapting the Smart Home to the User

Rashidi, P., & Cook, D. J. (2009) · IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans

Context-Aware Activity Recognition SystemsIoT-based Smart Home Systems

Cited by 443

Recognizing independent and joint activities among multiple residents in smart environments

Singla, G., Cook, D. J., & Schmitter-Edgecombe, M. (2010) · Journal of Ambient Intelligence and Humanized Computing

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 265

Online Sequential Prediction via Incremental Parsing: The Active LeZi Algorithm

Gopalratnam, K., & Cook, D. (2007) · IEEE Intelligent Systems

Algorithms and Data CompressionComputability, Logic, AI Algorithms

Cited by 143

Analyzing Activity Behavior and Movement in a Naturalistic Environment Using Smart Home Techniques

Cook, D. J., Schmitter-Edgecombe, M., & Dawadi, P. (2015) · IEEE Journal of Biomedical and Health Informatics

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 123

Real-Time Change Point Detection with Application to Smart Home Time Series Data

Aminikhanghahi, S., Wang, T., & Cook, D. J. (2019) · IEEE Transactions on Knowledge and Data Engineering

Advanced Statistical Process MonitoringTime Series Analysis and Forecasting

Cited by 123

COM: A method for mining and monitoring human activity patterns in home-based health monitoring systems

Rashidi, P., & Cook, D. J. (2013) · ACM Transactions on Intelligent Systems and Technology

Context-Aware Activity Recognition SystemsHuman Mobility and Location-Based Analysis

Cited by 94

ACTIVE LEZI: AN INCREMENTAL PARSING ALGORITHM FOR SEQUENTIAL PREDICTION

GOPALRATNAM, K., & COOK, D. J. (2004) · International Journal on Artificial Intelligence Tools

Algorithms and Data CompressionContext-Aware Activity Recognition Systems

Cited by 89

Forecasting occurrences of activities

Minor, B., & Cook, D. J. (2017) · Pervasive and Mobile Computing

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 45

Activity-Aware Energy-Efficient Automation of Smart Buildings

Thomas, B., & Cook, D. (2016) · Energies

Context-Aware Activity Recognition SystemsBuilding Energy and Comfort Optimization

Cited by 42

Automated activity-aware prompting for activity initiation

Holder, L. B., & Cook, D. J. (2013) · Gerontechnology

Context-Aware Activity Recognition SystemsTechnology Use by Older Adults

Cited by 24