Diane J. Cook

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 84

Top Venues

CoRR

UbiComp Adjunct

Sensors

Pervasive Mob. Comput.

Publications

Chance N. DeSmet, Diane J. Cook
HydraGAN: A Cooperative Agent Model for Multi-Objective Data Generation. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
CALDA: Improving Multi-Source Time Series Domain Adaptation With Contrastive Adversarial Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Katherine A. Wuestney, Beiyu Lin, Diane J. Cook, Roschelle L. Fritz
Modeling Human Frailty with a Smart Home-Based Approximation of Entropy. BCB (2023)
Parker Seegmiller, Joseph Gatto, Abdullah Mamun, Hassan Ghasemzadeh, Diane J. Cook, John A. Stankovic, Sarah Masud Preum
ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence. CoRR (2023)
Tinghui Wang, Diane J. Cook, Thomas R. Fischer
The Indoor Predictability of Human Mobility: Estimating Mobility With Smart Home Sensors. IEEE Trans. Emerg. Top. Comput. 11 (1) (2023)
Parker Seegmiller, Joseph Gatto, Madhusudan Basak, Diane J. Cook, Hassan Ghasemzadeh, John A. Stankovic, Sarah Masud Preum
The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints. CoRR (2023)
Alireza Ghods, Trong Nghia Hoang, Diane J. Cook
Time-to-Pattern: Information-Theoretic Unsupervised Learning for Scalable Time Series Summarization. CoRR (2023)
Parker Seegmiller, Joseph Gatto, Madhusudan Basak, Diane J. Cook, Hassan Ghasemzadeh, John A. Stankovic, Sarah Preum
The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints. ICHI (2023)
Zhila Esna Ashari, Naomi Chaytor, Diane J. Cook, Hassan Ghasemzadeh
Memory-Aware Active Learning in Mobile Sensing Systems. IEEE Trans. Mob. Comput. 21 (1) (2022)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition. CoRR (2022)
Gina Sprint, Diane J. Cook, Maureen Schmitter-Edgecombe, Lawrence B. Holder
Multimodal Fusion of Smart Home and Text-based Behavior Markers for Clinical Assessment Prediction. ACM Trans. Comput. Heal. 3 (4) (2022)
Tinghui Wang, Diane J. Cook
Multi-Person Activity Recognition in Continuously Monitored Smart Homes. IEEE Trans. Emerg. Top. Comput. 10 (2) (2022)
Alireza Ghods, Diane J. Cook
PIP: Pictorial Interpretable Prototype Learning for Time Series Classification. IEEE Comput. Intell. Mag. 17 (1) (2022)
Diane J. Cook, Miranda Strickland, Maureen Schmitter-Edgecombe
Detecting Smartwatch-Based Behavior Change in Response to a Multi-Domain Brain Health Intervention. ACM Trans. Comput. Heal. 3 (3) (2022)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning. CoRR (2021)
Gina Sprint, Diane J. Cook, Roschelle Fritz
Behavioral Differences Between Subject Groups Identified Using Smart Homes and Change Point Detection. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Diane J. Cook, Maureen Schmitter-Edgecombe
Fusing Ambient and Mobile Sensor Features Into a Behaviorome for Predicting Clinical Health Scores. IEEE Access 9 (2021)
Alireza Ghods, Diane J. Cook
A survey of deep network techniques all classifiers can adopt. Data Min. Knowl. Discov. 35 (1) (2021)
Tinghui Wang, Diane J. Cook
sMRT: Multi-Resident Tracking in Smart Homes With Sensor Vectorization. IEEE Trans. Pattern Anal. Mach. Intell. 43 (8) (2021)
Jessamyn Dahmen, Diane J. Cook
Indirectly Supervised Anomaly Detection of Clinically Meaningful Health Events from Smart Home Data. ACM Trans. Intell. Syst. Technol. 12 (2) (2021)
Yuhui Wang, Diane J. Cook
Mimic: An adaptive algorithm for multivariate time series classification. CoRR (2021)
Chance N. DeSmet, Diane J. Cook
Recent Developments in Privacy-preserving Mining of Clinical Data. Trans. Data Sci. 2 (4) (2021)
Chance N. DeSmet, Diane J. Cook
HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation. CoRR (2021)
Christopher Pereyda, Nisha Raghunath, Bryan David Minor, Garrett Wilson, Maureen Schmitter-Edgecombe, Diane J. Cook
Cyber-physical Support of Daily Activities: A Robot/Smart Home Partnership. ACM Trans. Cyber Phys. Syst. 4 (2) (2020)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data. CoRR (2020)
Cristian Culman, Samaneh Aminikhanghahi, Diane J. Cook
Easing Power Consumption of Wearable Activity Monitoring with Change Point Detection. Sensors 20 (1) (2020)
Yuchao Ma, Andrew T. Campbell, Diane J. Cook, John C. Lach, Shwetak N. Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, Hassan Ghasemzadeh
Transfer Learning for Activity Recognition in Mobile Health. CoRR (2020)
Vincent S. Tseng, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
[Guest Editorial]. IEEE Comput. Intell. Mag. 15 (4) (2020)
Beiyu Lin, Diane J. Cook, Maureen Schmitter-Edgecombe
Using continuous sensor data to formalize a model of in-home activity patterns. J. Ambient Intell. Smart Environ. 12 (3) (2020)
Samaneh Aminikhanghahi, Maureen Schmitter-Edgecombe, Diane J. Cook
Context-Aware Delivery of Ecological Momentary Assessment. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Yang Hu, Diane J. Cook, Matthew E. Taylor
Study of Effectiveness of Prior Knowledge for Smart Home Kit Installation. Sensors 20 (21) (2020)
Diane J. Cook
Digitally mapping the human behaviorome. PerCom (2020)
Yuhui Wang, Diane J. Cook
BraIN: A Bidirectional Generative Adversarial Networks for image captions. ACAI (2020)
Beiyu Lin, Diane J. Cook
Analyzing Sensor-Based Individual and Population Behavior Patterns via Inverse Reinforcement Learning. Sensors 20 (18) (2020)
Garrett Wilson, Diane J. Cook
A Survey of Unsupervised Deep Domain Adaptation. ACM Trans. Intell. Syst. Technol. 11 (5) (2020)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data. KDD (2020)
Vincent S. Tseng, Josh Jia-Ching Ying, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
Computational Intelligence Techniques for Combating COVID-19: A Survey. IEEE Comput. Intell. Mag. 15 (4) (2020)
Alireza Ghods, Kathleen Caffrey, Beiyu Lin, Kylie Fraga, Roschelle Fritz, Maureen Schmitter-Edgecombe, Christopher D. Hundhausen, Diane J. Cook
Iterative Design of Visual Analytics for a Clinician-in-the-Loop Smart Home. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Jessamyn Dahmen, Diane J. Cook
SynSys: A Synthetic Data Generation System for Healthcare Applications. Sensors 19 (5) (2019)
Alireza Ghods, Diane J. Cook
A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization. CoRR (2019)
Jason Conci, Gina Sprint, Diane J. Cook, Douglas Weeks
Utilizing Consumer-grade Wearable Sensors for Unobtrusive Rehabilitation Outcome Prediction. BHI (2019)
Alireza Ghods, Diane J. Cook
Activity2Vec: Learning ADL Embeddings from Sensor Data with a Sequence-to-Sequence Model. CoRR (2019)
Samaneh Aminikhanghahi, Diane J. Cook
Enhancing activity recognition using CPD-based activity segmentation. Pervasive Mob. Comput. 53 (2019)
Garrett Wilson, Diane J. Cook
Multi-Purposing Domain Adaptation Discriminators for Pseudo Labeling Confidence. CoRR (2019)
Garrett Wilson, Christopher Pereyda, Nisha Raghunath, Gabriel Victor de la Cruz, Shivam Goel, Sepehr Nesaei, Bryan David Minor, Maureen Schmitter-Edgecombe, Matthew E. Taylor, Diane J. Cook
Robot-enabled support of daily activities in smart home environments. Cogn. Syst. Res. 54 (2019)
Samaneh Aminikhanghahi, Tinghui Wang, Diane J. Cook
Real-Time Change Point Detection with Application to Smart Home Time Series Data. IEEE Trans. Knowl. Data Eng. 31 (5) (2019)
Ghassem Mokhtari, Samaneh Aminikhanghahi, Qing Zhang, Diane J. Cook
Fall detection in smart home environments using UWB sensors and unsupervised change detection. J. Reliab. Intell. Environ. 4 (3) (2018)
Ane Alberdi Aramendi, Alyssa Weakley, Asier Aztiria Goenaga, Maureen Schmitter-Edgecombe, Diane J. Cook
Automatic assessment of functional health decline in older adults based on smart home data. J. Biomed. Informatics 81 (2018)
Garrett Wilson, Diane J. Cook
Adversarial Transfer Learning. CoRR (2018)
Diane J. Cook, Glen Duncan, Gina Sprint, Roschelle Fritz
Using Smart City Technology to Make Healthcare Smarter. Proc. IEEE 106 (4) (2018)
Ane Alberdi, Alyssa Weakley, Maureen Schmitter-Edgecombe, Diane J. Cook, Asier Aztiria, Adrian Basarab, Maitane Barrenechea
Smart Home-Based Prediction of Multidomain Symptoms Related to Alzheimer's Disease. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Syeda Selina Akter, Lawrence B. Holder, Diane J. Cook
Activity Recognition Using Graphical Features from Smart Phone Sensor. ICIOT (2018)
Jessamyn Dahmen, Diane J. Cook, Xiaobo Wang, Honglei Wang
Smart secure homes: a survey of smart home technologies that sense, assess, and respond to security threats. J. Reliab. Intell. Environ. 3 (2) (2017)
Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane J. Cook, Lawrence B. Holder
Thyme: Improving Smartphone Prompt Timing Through Activity Awareness. ICMLA (2017)
Gina Sprint, Diane J. Cook, Douglas Weeks, Jordana Dahmen, Alyssa La Fleur
Analyzing Sensor-Based Time Series Data to Track Changes in Physical Activity during Inpatient Rehabilitation. Sensors 17 (10) (2017)
Beiyu Lin, Yibo Huangfu, Nathan Lima, Bertram Jobson, Max Kirk, Patrick O'Keeffe, Shelley N. Pressley, Von Walden, Brian T. Lamb, Diane J. Cook
Analyzing the Relationship between Human Behavior and Indoor Air Quality. J. Sens. Actuator Networks 6 (3) (2017)
Liming Chen, Diane J. Cook, Bin Guo, Liming Chen, Wolfgang Leister
Guest EditorialSpecial Issue on Situation, Activity, and Goal Awareness in Cyber-Physical Human-Machine Systems. IEEE Trans. Hum. Mach. Syst. 47 (3) (2017)
Jessamyn Dahmen, Brian L. Thomas, Diane J. Cook, Xiaobo Wang
Activity Learning as a Foundation for Security Monitoring in Smart Homes. Sensors 17 (4) (2017)
Ramin Fallahzadeh, Bryan David Minor, Lorraine S. Evangelista, Diane J. Cook, Hassan Ghasemzadeh
Mobile sensing to improve medication adherence: demo abstract. IPSN (2017)
Antonio Fernández-Caballero, Pascual González, Elena Navarro, Diane J. Cook
Special Issue - Pervasive Computing for Gerontechnology. Pervasive Mob. Comput. 34 (2017)
Samaneh Aminikhanghahi, Diane J. Cook
Using change point detection to automate daily activity segmentation. PerCom Workshops (2017)
Vladimir Borisov, Gina Sprint, Diane J. Cook, Douglas Weeks
Measuring changes in gait and vehicle transfer ability during inpatient rehabilitation with wearable inertial sensors. PerCom Workshops (2017)
Kyle D. Feuz, Diane J. Cook
Collegial activity learning between heterogeneous sensors. Knowl. Inf. Syst. 53 (2) (2017)
Kyle D. Feuz, Diane J. Cook
Modeling Skewed Class Distributions by Reshaping the Concept Space. AAAI (2017)
Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook
Learning Activity Predictors from Sensor Data: Algorithms, Evaluation, and Applications. IEEE Trans. Knowl. Data Eng. 29 (12) (2017)
Jordana Dahmen, Alyssa La Fleur, Gina Sprint, Diane J. Cook, Douglas L. Weeks
Using wrist-worn sensors to measure and compare physical activity changes for patients undergoing rehabilitation. PerCom Workshops (2017)
Bryan David Minor, Diane J. Cook
Forecasting occurrences of activities. Pervasive Mob. Comput. 38 (2017)
Samaneh Aminikhanghahi, Diane J. Cook
A survey of methods for time series change point detection. Knowl. Inf. Syst. 51 (2) (2017)
Brian L. Thomas, Aaron S. Crandall, Diane J. Cook
A Genetic Algorithm approach to motion sensor placement in smart environments. J. Reliab. Intell. Environ. 2 (1) (2016)
José Bravo, Diane J. Cook, Giuseppe Riva
Ambient intelligence for health environments. J. Biomed. Informatics 64 (2016)
Gina Sprint, Diane J. Cook, Roschelle Fritz, Maureen Schmitter-Edgecombe
Detecting Health and Behavior Change by Analyzing Smart Home Sensor Data. SMARTCOMP (2016)
Ramin Fallahzadeh, Samaneh Aminikhanghahi, Ashley Nichole Gibson, Diane J. Cook
Toward personalized and context-aware prompting for smartphone-based intervention. EMBC (2016)
Nirmalya Roy, Archan Misra, Diane J. Cook
Ambient and smartphone sensor assisted ADL recognition in multi-inhabitant smart environments. J. Ambient Intell. Humaniz. Comput. 7 (1) (2016)
Kevin Bouchard, Lawrence B. Holder, Diane J. Cook
Extracting Generalizable Spatial Features from Smart Phones Datasets. AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments (2016)
Gina Sprint, Diane J. Cook, Roschelle Fritz, Maureen Schmitter-Edgecombe
Using Smart Homes to Detect and Analyze Health Events. Computer 49 (11) (2016)
Barnan Das, Diane J. Cook, Narayanan Chatapuram Krishnan, Maureen Schmitter-Edgecombe
One-Class Classification-Based Real-Time Activity Error Detection in Smart Homes. IEEE J. Sel. Top. Signal Process. 10 (5) (2016)
Sethuraman Panchanathan, Diane J. Cook, Noel E. O'Connor, Mrinal Mandal, Mohan S. Kankanhalli
Introduction to the Issue on Person-Centered Signal Processing for Assistive, Rehabilitative, and Wearable Health Technologies. IEEE J. Sel. Top. Signal Process. 10 (5) (2016)
Prafulla N. Dawadi, Diane J. Cook, Maureen Schmitter-Edgecombe
Modeling patterns of activities using activity curves. Pervasive Mob. Comput. 28 (2016)
Gina Sprint, Diane J. Cook, Douglas L. Weeks
Designing Wearable Sensor-Based Analytics for Quantitative Mobility Assessment. SMARTCOMP (2016)
Gina Sprint, Diane J. Cook, Maureen Schmitter-Edgecombe
Unsupervised detection and analysis of changes in everyday physical activity data. J. Biomed. Informatics 63 (2016)
Aaron S. Crandall, Diane J. Cook, Maureen Schmitter-Edgecombe
Introduction to the Technologies for Healthy Aging Minitrack. HICSS (2016)
Yang Hu, Dominique Tilke, Taylor Adams, Aaron S. Crandall, Diane J. Cook, Maureen Schmitter-Edgecombe
Smart home in a box: usability study for a large scale self-installation of smart home technologies. J. Reliab. Intell. Environ. 2 (2) (2016)
Diane J. Cook, Christian Becker, Andreas Bulling, Zhiwen Yu
Special issue introduction. Pervasive Mob. Comput. 26 (2016)
Gina Sprint, Diane J. Cook, Douglas L. Weeks
Quantitative assessment of lower limb and cane movement with wearable inertial sensors. BHI (2016)
Albert Ali Salah, Ben J. A. Kröse, Diane J. Cook
Behavior Analysis for Elderly. HBU (2015)
Kyle D. Feuz, Diane J. Cook
Transfer Learning across Feature-Rich Heterogeneous Feature Spaces via Feature-Space Remapping (FSR). ACM Trans. Intell. Syst. Technol. 6 (1) (2015)
Ehsan Nazerfard, Diane J. Cook
CRAFFT: an activity prediction model based on Bayesian networks. J. Ambient Intell. Humaniz. Comput. 6 (2) (2015)
Kyle D. Feuz, Diane J. Cook, Cody Rosasco, Kayela Robertson, Maureen Schmitter-Edgecombe
Automated Detection of Activity Transitions for Prompting. IEEE Trans. Hum. Mach. Syst. 45 (5) (2015)
Diane J. Cook, Maureen Schmitter-Edgecombe, Prafulla Dawadi
Analyzing Activity Behavior and Movement in a Naturalistic Environment Using Smart Home Techniques. IEEE J. Biomed. Health Informatics 19 (6) (2015)
Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook
RACOG and wRACOG: Two Probabilistic Oversampling Techniques. IEEE Trans. Knowl. Data Eng. 27 (1) (2015)
Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook
Data-Driven Activity Prediction: Algorithms, Evaluation Methodology, and Applications. KDD (2015)
Gina Sprint, Diane J. Cook, Douglas Weeks, Vladimir Borisov
Predicting Functional Independence Measure Scores During Rehabilitation With Wearable Inertial Sensors. IEEE Access 3 (2015)
Bryan David Minor, Diane J. Cook
Regression tree classification for activity prediction in smart homes. UbiComp Adjunct (2014)
Diane J. Cook, Narayanan Chatapuram Krishnan
Mining the home environment. J. Intell. Inf. Syst. 43 (3) (2014)
Hassan Ghasemzadeh, Parisa Rashidi, Michael K. Ong, Diane J. Cook, Roozbeh Jafari, George Demiris, Misha Pavel, Marjorie Skubic
SmartHealthSys 2014: ACM ubicomp international workshop on smart health systems and applications. UbiComp Adjunct (2014)
Narayanan Chatapuram Krishnan, Diane J. Cook
Activity recognition on streaming sensor data. Pervasive Mob. Comput. 10 (2014)
Christa Simon, Ramyar Saeedi, Chris Cain, Maureen Schmitter-Edgecombe, Shervin Hajiamini, Diane J. Cook
Digital memory notebook: experimental evaluation of motivational reward strategies. UbiComp Adjunct (2014)
Salikh Bagaveyev, Diane J. Cook
Designing and evaluating active learning methods for activity recognition. UbiComp Adjunct (2014)
Kyle Dillon Feuz, Diane J. Cook
Heterogeneous transfer learning for activity recognition using heuristic search techniques. Int. J. Pervasive Comput. Commun. 10 (4) (2014)
Brian L. Thomas, Diane J. Cook
CARL: activity-aware automation for energy efficiency. UbiComp Adjunct (2014)

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Publication Activity (10 Years)

Top Topics

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Diane J. Cook