Diane J. Cook

According to our database, Diane J. Cook authored at least 340 papers between 1987 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HydraGAN: A Cooperative Agent Model for Multi-Objective Data Generation.

Chance N. DeSmet, Diane J. Cook

ACM Trans. Intell. Syst. Technol., June, 2024

2023

CALDA: Improving Multi-Source Time Series Domain Adaptation With Contrastive Adversarial Learning.

Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

The Indoor Predictability of Human Mobility: Estimating Mobility With Smart Home Sensors.

Tinghui Wang, Diane J. Cook, Thomas R. Fischer

IEEE Trans. Emerg. Top. Comput., 2023

Time-to-Pattern: Information-Theoretic Unsupervised Learning for Scalable Time Series Summarization.

Alireza Ghods, Trong Nghia Hoang, Diane J. Cook

CoRR, 2023

ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence.

Parker Seegmiller, Joseph Gatto, Abdullah Mamun, Hassan Ghasemzadeh, Diane J. Cook, John A. Stankovic, Sarah Masud Preum

CoRR, 2023

The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints.

Parker Seegmiller, Joseph Gatto, Madhusudan Basak, Diane J. Cook, Hassan Ghasemzadeh, John A. Stankovic, Sarah Preum

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Modeling Human Frailty with a Smart Home-Based Approximation of Entropy.

Katherine A. Wuestney, Beiyu Lin, Diane J. Cook, Roschelle L. Fritz

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022

Memory-Aware Active Learning in Mobile Sensing Systems.

Zhila Esna Ashari, Naomi Chaytor, Diane J. Cook, Hassan Ghasemzadeh

IEEE Trans. Mob. Comput., 2022

Multi-Person Activity Recognition in Continuously Monitored Smart Homes.

Tinghui Wang, Diane J. Cook

IEEE Trans. Emerg. Top. Comput., 2022

Multimodal Fusion of Smart Home and Text-based Behavior Markers for Clinical Assessment Prediction.

Gina Sprint, Diane J. Cook, Maureen Schmitter-Edgecombe, Lawrence B. Holder

ACM Trans. Comput. Heal., 2022

Detecting Smartwatch-Based Behavior Change in Response to a Multi-Domain Brain Health Intervention.

Diane J. Cook, Miranda Strickland, Maureen Schmitter-Edgecombe

ACM Trans. Comput. Heal., 2022

Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition.

Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook

CoRR, 2022

PIP: Pictorial Interpretable Prototype Learning for Time Series Classification.

Alireza Ghods, Diane J. Cook

IEEE Comput. Intell. Mag., 2022

2021

Behavioral Differences Between Subject Groups Identified Using Smart Homes and Change Point Detection.

Gina Sprint, Diane J. Cook, Roschelle Fritz

IEEE J. Biomed. Health Informatics, 2021

Indirectly Supervised Anomaly Detection of Clinically Meaningful Health Events from Smart Home Data.

Jessamyn Dahmen, Diane J. Cook

ACM Trans. Intell. Syst. Technol., 2021

Recent Developments in Privacy-preserving Mining of Clinical Data.

Chance N. DeSmet, Diane J. Cook

Trans. Data Sci., 2021

sMRT: Multi-Resident Tracking in Smart Homes With Sensor Vectorization.

Tinghui Wang, Diane J. Cook

IEEE Trans. Pattern Anal. Mach. Intell., 2021

A survey of deep network techniques all classifiers can adopt.

Alireza Ghods, Diane J. Cook

Data Min. Knowl. Discov., 2021

HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation.

Chance N. DeSmet, Diane J. Cook

CoRR, 2021

Mimic: An adaptive algorithm for multivariate time series classification.

Yuhui Wang, Diane J. Cook

CoRR, 2021

Fusing Ambient and Mobile Sensor Features Into a Behaviorome for Predicting Clinical Health Scores.

Diane J. Cook, Maureen Schmitter-Edgecombe

IEEE Access, 2021

2020

Context-Aware Delivery of Ecological Momentary Assessment.

Samaneh Aminikhanghahi, Maureen Schmitter-Edgecombe, Diane J. Cook

IEEE J. Biomed. Health Informatics, 2020

A Survey of Unsupervised Deep Domain Adaptation.

Garrett Wilson, Diane J. Cook

ACM Trans. Intell. Syst. Technol., 2020

Cyber-physical Support of Daily Activities: A Robot/Smart Home Partnership.

Christopher Pereyda, Nisha Raghunath, Bryan David Minor, Garrett Wilson, Maureen Schmitter-Edgecombe, Diane J. Cook

ACM Trans. Cyber Phys. Syst., 2020

Analyzing Sensor-Based Individual and Population Behavior Patterns via Inverse Reinforcement Learning.

Beiyu Lin, Diane J. Cook

Sensors, 2020

Study of Effectiveness of Prior Knowledge for Smart Home Kit Installation.

Yang Hu, Diane J. Cook, Matthew E. Taylor

Sensors, 2020

Easing Power Consumption of Wearable Activity Monitoring with Change Point Detection.

Cristian Culman, Samaneh Aminikhanghahi, Diane J. Cook

Sensors, 2020

Using continuous sensor data to formalize a model of in-home activity patterns.

Beiyu Lin, Diane J. Cook, Maureen Schmitter-Edgecombe

J. Ambient Intell. Smart Environ., 2020

Transfer Learning for Activity Recognition in Mobile Health.

Yuchao Ma, Andrew T. Campbell, Diane J. Cook, John C. Lach, Shwetak N. Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, Hassan Ghasemzadeh

CoRR, 2020

Computational Intelligence Techniques for Combating COVID-19: A Survey.

Vincent S. Tseng, Josh Jia-Ching Ying, Stephen T. C. Wong, Diane J. Cook, Jiming Liu

IEEE Comput. Intell. Mag., 2020

[Guest Editorial].

Vincent S. Tseng, Stephen T. C. Wong, Diane J. Cook, Jiming Liu

IEEE Comput. Intell. Mag., 2020

Digitally mapping the human behaviorome.

Diane J. Cook

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data.

Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

BraIN: A Bidirectional Generative Adversarial Networks for image captions.

Yuhui Wang, Diane J. Cook

Proceedings of the ACAI 2020: 3rd International Conference on Algorithms, 2020

2019

Human Activity Recognition from Continuous Ambient Sensor Data.

Diane J. Cook, Aaron S. Crandall, Brian L. Thomas

Dataset, September, 2019

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

Samaneh Aminikhanghahi, Tinghui Wang, Diane J. Cook

IEEE Trans. Knowl. Data Eng., 2019

Iterative Design of Visual Analytics for a Clinician-in-the-Loop Smart Home.

Alireza Ghods, Kathleen Caffrey, Beiyu Lin, Kylie Fraga, Roschelle Fritz, Maureen Schmitter-Edgecombe, Christopher D. Hundhausen, Diane J. Cook

IEEE J. Biomed. Health Informatics, 2019

SynSys: A Synthetic Data Generation System for Healthcare Applications.

Jessamyn Dahmen, Diane J. Cook

Sensors, 2019

Enhancing activity recognition using CPD-based activity segmentation.

Samaneh Aminikhanghahi, Diane J. Cook

Pervasive Mob. Comput., 2019

A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization.

Alireza Ghods, Diane J. Cook

CoRR, 2019

Multi-Purposing Domain Adaptation Discriminators for Pseudo Labeling Confidence.

Garrett Wilson, Diane J. Cook

CoRR, 2019

Activity2Vec: Learning ADL Embeddings from Sensor Data with a Sequence-to-Sequence Model.

Alireza Ghods, Diane J. Cook

CoRR, 2019

Robot-enabled support of daily activities in smart home environments.

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

Cogn. Syst. Res., 2019

Utilizing Consumer-grade Wearable Sensors for Unobtrusive Rehabilitation Outcome Prediction.

Jason Conci, Gina Sprint, Diane J. Cook, Douglas Weeks

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Smart Home-Based Prediction of Multidomain Symptoms Related to Alzheimer's Disease.

Ane Alberdi, Alyssa Weakley, Maureen Schmitter-Edgecombe, Diane J. Cook, Asier Aztiria, Adrian Basarab, Maitane Barrenechea

IEEE J. Biomed. Health Informatics, 2018

Using Smart City Technology to Make Healthcare Smarter.

Diane J. Cook, Glen Duncan, Gina Sprint, Roschelle Fritz

Proc. IEEE, 2018

Fall detection in smart home environments using UWB sensors and unsupervised change detection.

Ghassem Mokhtari, Samaneh Aminikhanghahi, Qing Zhang, Diane J. Cook

J. Reliab. Intell. Environ., 2018

Automatic assessment of functional health decline in older adults based on smart home data.

Ane Alberdi Aramendi, Alyssa Weakley, Asier Aztiria Goenaga, Maureen Schmitter-Edgecombe, Diane J. Cook

J. Biomed. Informatics, 2018

Adversarial Transfer Learning.

Garrett Wilson, Diane J. Cook

CoRR, 2018

Activity Recognition Using Graphical Features from Smart Phone Sensor.

Syeda Selina Akter, Lawrence B. Holder, Diane J. Cook

Proceedings of the Internet of Things - ICIOT 2018, 2018

2017

Learning Activity Predictors from Sensor Data: Algorithms, Evaluation, and Applications.

Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook

IEEE Trans. Knowl. Data Eng., 2017

Guest EditorialSpecial Issue on Situation, Activity, and Goal Awareness in Cyber-Physical Human-Machine Systems.

Liming Chen, Diane J. Cook, Bin Guo, Liming Chen, Wolfgang Leister

IEEE Trans. Hum. Mach. Syst., 2017

Analyzing Sensor-Based Time Series Data to Track Changes in Physical Activity during Inpatient Rehabilitation.

Gina Sprint, Diane J. Cook, Douglas Weeks, Jordana Dahmen, Alyssa La Fleur

Sensors, 2017

Activity Learning as a Foundation for Security Monitoring in Smart Homes.

Jessamyn Dahmen, Brian L. Thomas, Diane J. Cook, Xiaobo Wang

Sensors, 2017

Forecasting occurrences of activities.

Bryan David Minor, Diane J. Cook

Pervasive Mob. Comput., 2017

Special Issue - Pervasive Computing for Gerontechnology.

Antonio Fernández-Caballero, Pascual González, Elena Navarro, Diane J. Cook

Pervasive Mob. Comput., 2017

Collegial activity learning between heterogeneous sensors.

Kyle D. Feuz, Diane J. Cook

Knowl. Inf. Syst., 2017

A survey of methods for time series change point detection.

Samaneh Aminikhanghahi, Diane J. Cook

Knowl. Inf. Syst., 2017

Analyzing the Relationship between Human Behavior and Indoor Air Quality.

Beiyu Lin, Yibo Huangfu, Nathan Lima, Bertram Jobson, Max Kirk, Patrick O'Keeffe, Shelley N. Pressley, Von Walden, Brian T. Lamb, Diane J. Cook

J. Sens. Actuator Networks, 2017

Smart secure homes: a survey of smart home technologies that sense, assess, and respond to security threats.

Jessamyn Dahmen, Diane J. Cook, Xiaobo Wang, Honglei Wang

J. Reliab. Intell. Environ., 2017

Using wrist-worn sensors to measure and compare physical activity changes for patients undergoing rehabilitation.

Jordana Dahmen, Alyssa La Fleur, Gina Sprint, Diane J. Cook, Douglas L. Weeks

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Measuring changes in gait and vehicle transfer ability during inpatient rehabilitation with wearable inertial sensors.

Vladimir Borisov, Gina Sprint, Diane J. Cook, Douglas Weeks

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Using change point detection to automate daily activity segmentation.

Samaneh Aminikhanghahi, Diane J. Cook

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Mobile sensing to improve medication adherence: demo abstract.

Ramin Fallahzadeh, Bryan David Minor, Lorraine S. Evangelista, Diane J. Cook, Hassan Ghasemzadeh

Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Thyme: Improving Smartphone Prompt Timing Through Activity Awareness.

Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane J. Cook, Lawrence B. Holder

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Modeling Skewed Class Distributions by Reshaping the Concept Space.

Kyle D. Feuz, Diane J. Cook

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Automated Cognitive Health Assessment From Smart Home-Based Behavior Data.

Prafulla N. Dawadi, Diane Joyce Cook, Maureen Schmitter-Edgecombe

IEEE J. Biomed. Health Informatics, 2016

Modeling patterns of activities using activity curves.

Prafulla N. Dawadi, Diane J. Cook, Maureen Schmitter-Edgecombe

Pervasive Mob. Comput., 2016

Special issue introduction.

Diane J. Cook, Christian Becker, Andreas Bulling, Zhiwen Yu

Pervasive Mob. Comput., 2016

Introduction to the Issue on Person-Centered Signal Processing for Assistive, Rehabilitative, and Wearable Health Technologies.

Sethuraman Panchanathan, Diane J. Cook, Noel E. O'Connor, Mrinal Mandal, Mohan S. Kankanhalli

IEEE J. Sel. Top. Signal Process., 2016

One-Class Classification-Based Real-Time Activity Error Detection in Smart Homes.

Barnan Das, Diane J. Cook, Narayanan Chatapuram Krishnan, Maureen Schmitter-Edgecombe

IEEE J. Sel. Top. Signal Process., 2016

A Genetic Algorithm approach to motion sensor placement in smart environments.

Brian L. Thomas, Aaron S. Crandall, Diane J. Cook

J. Reliab. Intell. Environ., 2016

Smart home in a box: usability study for a large scale self-installation of smart home technologies.

Yang Hu, Dominique Tilke, Taylor Adams, Aaron S. Crandall, Diane J. Cook, Maureen Schmitter-Edgecombe

J. Reliab. Intell. Environ., 2016

Unsupervised detection and analysis of changes in everyday physical activity data.

Gina Sprint, Diane J. Cook, Maureen Schmitter-Edgecombe

J. Biomed. Informatics, 2016

Ambient intelligence for health environments.

José Bravo, Diane J. Cook, Giuseppe Riva

J. Biomed. Informatics, 2016

Ambient and smartphone sensor assisted ADL recognition in multi-inhabitant smart environments.

Nirmalya Roy, Archan Misra, Diane J. Cook

J. Ambient Intell. Humaniz. Comput., 2016

Using Smart Homes to Detect and Analyze Health Events.

Gina Sprint, Diane J. Cook, Roschelle Fritz, Maureen Schmitter-Edgecombe

Computer, 2016

Designing Wearable Sensor-Based Analytics for Quantitative Mobility Assessment.

Gina Sprint, Diane J. Cook, Douglas L. Weeks

Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Detecting Health and Behavior Change by Analyzing Smart Home Sensor Data.

Gina Sprint, Diane J. Cook, Roschelle Fritz, Maureen Schmitter-Edgecombe

Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Introduction to the Technologies for Healthy Aging Minitrack.

Aaron S. Crandall, Diane J. Cook, Maureen Schmitter-Edgecombe

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Toward personalized and context-aware prompting for smartphone-based intervention.

Ramin Fallahzadeh, Samaneh Aminikhanghahi, Ashley Nichole Gibson, Diane J. Cook

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Quantitative assessment of lower limb and cane movement with wearable inertial sensors.

Gina Sprint, Diane J. Cook, Douglas L. Weeks

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Extracting Generalizable Spatial Features from Smart Phones Datasets.

Kevin Bouchard, Lawrence B. Holder, Diane J. Cook

Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2016

2015

RACOG and wRACOG: Two Probabilistic Oversampling Techniques.

Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook

IEEE Trans. Knowl. Data Eng., 2015

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

Diane J. Cook, Maureen Schmitter-Edgecombe, Prafulla Dawadi

IEEE J. Biomed. Health Informatics, 2015

Transfer Learning across Feature-Rich Heterogeneous Feature Spaces via Feature-Space Remapping (FSR).

Kyle D. Feuz, Diane J. Cook

ACM Trans. Intell. Syst. Technol., 2015

Automated Detection of Activity Transitions for Prompting.

Kyle D. Feuz, Diane J. Cook, Cody Rosasco, Kayela Robertson, Maureen Schmitter-Edgecombe

IEEE Trans. Hum. Mach. Syst., 2015

CRAFFT: an activity prediction model based on Bayesian networks.

Ehsan Nazerfard, Diane J. Cook

J. Ambient Intell. Humaniz. Comput., 2015

Predicting Functional Independence Measure Scores During Rehabilitation With Wearable Inertial Sensors.

Gina Sprint, Diane J. Cook, Douglas Weeks, Vladimir Borisov

IEEE Access, 2015

Data-Driven Activity Prediction: Algorithms, Evaluation Methodology, and Applications.

Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Behavior Analysis for Elderly.

Albert Ali Salah, Ben J. A. Kröse, Diane J. Cook

Proceedings of the Human Behavior Understanding - 6th International Workshop, 2015

Data Analytics for Pervasive Health.

Giovanni Acampora, Diane J. Cook, Parisa Rashidi, Athanasios V. Vasilakos

Proceedings of the Healthcare Data Analytics., 2015

2014

Activity recognition on streaming sensor data.

Narayanan Chatapuram Krishnan, Diane J. Cook

Pervasive Mob. Comput., 2014

Mining the home environment.

Diane J. Cook, Narayanan Chatapuram Krishnan

J. Intell. Inf. Syst., 2014

Heterogeneous transfer learning for activity recognition using heuristic search techniques.

Kyle Dillon Feuz, Diane J. Cook

Int. J. Pervasive Comput. Commun., 2014

Special Issue on Ambient Interaction.

Diane J. Cook, Rui José, José Bravo

Int. J. Hum. Comput. Interact., 2014

Introduction to the Proceedings of AITAmI'14.

Asier Aztiria, Juan Carlos Augusto, Diane J. Cook

Proceedings of the Workshop Proceedings of the 10th International Conference on Intelligent Environments, Shanghai, China, June 30, 2014

CARL: activity-aware automation for energy efficiency.

Brian L. Thomas, Diane J. Cook

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Wearable sensors in ecological rehabilitation environments.

Gina Sprint, Douglas Weeks, Vladimir Borisov, Diane J. Cook

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Digital memory notebook: experimental evaluation of motivational reward strategies.

Christa Simon, Ramyar Saeedi, Chris Cain, Maureen Schmitter-Edgecombe, Shervin Hajiamini, Diane J. Cook

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Regression tree classification for activity prediction in smart homes.

Bryan David Minor, Diane J. Cook

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

SmartHealthSys 2014: ACM ubicomp international workshop on smart health systems and applications.

Hassan Ghasemzadeh, Parisa Rashidi, Michael K. Ong, Diane J. Cook, Roozbeh Jafari, George Demiris, Misha Pavel, Marjorie Skubic

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Smart home-based longitudinal functional assessment.

Prafulla Dawadi, Diane J. Cook, Maureen Schmitter-Edgecombe

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Designing and evaluating active learning methods for activity recognition.

Salikh Bagaveyev, Diane J. Cook

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013

Learning Frequent Behaviors of the Users in Intelligent Environments.

Asier Aztiria, Juan Carlos Augusto, Rosa Basagoiti, Alberto Izaguirre, Diane J. Cook

IEEE Trans. Syst. Man Cybern. Syst., 2013

Introduction to the special section on intelligent systems for socially aware computing.

Zhiwen Yu, Daqing Zhang, Nathan Eagle, Diane J. Cook

ACM Trans. Intell. Syst. Technol., 2013

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

Parisa Rashidi, Diane J. Cook

ACM Trans. Intell. Syst. Technol., 2013

Activity Discovery and Activity Recognition: A New Partnership.

Diane J. Cook, Narayanan Chatapuram Krishnan, Parisa Rashidi

IEEE Trans. Cybern., 2013

Generalized Query-Based Active Learning to Identify Differentially Methylated Regions in DNA.

Md. Muksitul Haque, Lawrence B. Holder, Michael K. Skinner, Diane J. Cook

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A Survey on Ambient Intelligence in Healthcare.

Giovanni Acampora, Diane J. Cook, Parisa Rashidi, Athanasios V. Vasilakos

Proc. IEEE, 2013

The user side of sustainability: Modeling behavior and energy usage in the home.

Chao Chen, Diane J. Cook, Aaron S. Crandall

Pervasive Mob. Comput., 2013

Transfer learning for activity recognition: a survey.

Diane J. Cook, Kyle D. Feuz, Narayanan Chatapuram Krishnan

Knowl. Inf. Syst., 2013

Learning a taxonomy of predefined and discovered activity patterns.

Narayanan Chatapuram Krishnan, Diane J. Cook, Zachary Wemlinger

J. Ambient Intell. Smart Environ., 2013

"Intelligent Environments: a manifesto".

Juan Carlos Augusto, Vic Callaghan, Diane J. Cook, Achilles Kameas, Ichiro Satoh

Hum. centric Comput. Inf. Sci., 2013

CASAS: A Smart Home in a Box.

Diane J. Cook, Aaron S. Crandall, Brian L. Thomas, Narayanan Chatapuram Krishnan

Computer, 2013

A multi-agent system architecture for smart grid management and forecasting of energy demand in virtual power plants.

Luis Hernández, Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret, David Chinarro, Jorge J. Gómez-Sanz, Diane J. Cook

IEEE Commun. Mag., 2013

The AAAI-13 Conference Workshops.

Vikas Agrawal, Christopher Archibald, Mehul Bhatt, Hung Bui, Diane J. Cook, Juan Cortés, Christopher W. Geib, Vibhav Gogate, Hans W. Guesgen, Dietmar Jannach, Michael Johanson, Kristian Kersting, George Dimitri Konidaris, Lars Kotthoff, Martin Michalowski, Sriraam Natarajan, Barry O'Sullivan, Marc Pickett, Vedran Podobnik, David Poole, Lokendra Shastri, Amarda Shehu, Gita Sukthankar

AI Mag., 2013

Infrastructure-assisted smartphone-based ADL recognition in multi-inhabitant smart environments.

Nirmalya Roy, Archan Misra, Diane J. Cook

Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Introduction to the Proceedings of AITAmI'13.

Asier Aztiria, Juan Carlos Augusto, Diane J. Cook

Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013

Handling Class Overlap and Imbalance to Detect Prompt Situations in Smart Homes.

Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

wRACOG: A Gibbs Sampling-Based Oversampling Technique.

Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Using Bayesian Networks for Daily Activity Prediction.

Ehsan Nazerfard, Diane J. Cook

Proceedings of the Plan, 2013

Preface.

Mehul Bhatt, Hans W. Guesgen, Diane J. Cook

Proceedings of the Space, 2013

Tracking Systems for Multiple Smart Home Residents.

Aaron S. Crandall, Diane J. Cook

Proceedings of the Human Behavior Recognition Technologies, 2013

Novelty Detection in Human Behavior through Analysis of Energy Utilization.

Chao Chen, Diane J. Cook

Proceedings of the Human Behavior Recognition Technologies, 2013

2012

Automated Activity Interventions to Assist with Activities of Daily Living.

Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook

Proceedings of the Agents and Ambient Intelligence, 2012

Sensor Selection to Support Practical Use of Health-Monitoring Smart Environments.

Diane J. Cook, Lawrence B. Holder

Proceedings of the Handbook of Ambient Assisted Living, 2012

Sensor-Based Activity Recognition.

Liming Chen, Jesse Hoey, Chris D. Nugent, Diane J. Cook, Zhiwen Yu

IEEE Trans. Syst. Man Cybern. Part C, 2012

A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework.

Luis Hernández, Carlos Baladrón, Javier M. Aguiar, Lorena Calavia, Belén Carro, Antonio Sánchez-Esguevillas, Diane J. Cook, David Chinarro, Jorge J. Gómez-Sanz

Sensors, 2012

PUCK: an automated prompting system for smart environments: toward achieving automated prompting - challenges involved.

Barnan Das, Diane J. Cook, Maureen Schmitter-Edgecombe, Adriana M. Seelye

Pers. Ubiquitous Comput., 2012

Discovering frequent user-environment interactions in intelligent environments.

Asier Aztiria, Juan Carlos Augusto, Rosa Basagoiti, Alberto Izaguirre, Diane J. Cook

Pers. Ubiquitous Comput., 2012

Special Issue on Pervasive Healthcare.

Franca Delmastro, Diane J. Cook, Marjorie Skubic, Paul Lukowicz

Pervasive Mob. Comput., 2012

ActiSen: Activity-aware sensor network in smart environments.

Debraj De, Shaojie Tang, Wen-Zhan Song, Diane J. Cook, Sajal K. Das

Pervasive Mob. Comput., 2012

Pervasive computing at scale: Transforming the state of the art.

Diane J. Cook, Sajal K. Das

Pervasive Mob. Comput., 2012

Learning Setting-Generalized Activity Models for Smart Spaces.

Diane J. Cook

IEEE Intell. Syst., 2012

EAR: An Energy and Activity-Aware Routing Protocol for Wireless Sensor Networks in Smart Environments.

Debraj De, Wen-Zhan Song, Shaojie Tang, Diane J. Cook

Comput. J., 2012

BirdsEyeView (BEV): graphical overviews of experimental data.

Lifeng Zhang, Daniel Berleant, Yi Wang, Ling Li, Diane J. Cook, Eve Syrkin Wurtele

BMC Bioinform., 2012

Bayesian Networks Structure Learning for Activity Prediction in Smart Homes.

Ehsan Nazerfard, Diane J. Cook

Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

Simple and Complex Activity Recognition through Smart Phones.

Stefan Dernbach, Barnan Das, Narayanan Chatapuram Krishnan, Brian L. Thomas, Diane J. Cook

Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

Smart Home in a Box: A Large Scale Smart Home Deployment.

Aaron S. Crandall, Diane J. Cook

Proceedings of the Workshop Proceedings of the 8th International Conference on Intelligent Environments, 2012

Behavior-Based Home Energy Prediction.

Chao Chen, Diane J. Cook

Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

Introduction to the Proceedings of AITAmI'12.

Asier Aztiria, Juan Carlos Augusto, Diane J. Cook

Proceedings of the Workshop Proceedings of the 8th International Conference on Intelligent Environments, 2012

FindingHuMo: Real-Time Tracking of Motion Trajectories from Anonymous Binary Sensing in Smart Environments.

Debraj De, Wen-Zhan Song, Mingsen Xu, Cheng-Liang Wang, Diane J. Cook, Xiaoming Huo

Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

Context-aware prompting from your smart phone.

Barnan Das, Brian L. Thomas, Adriana M. Seelye, Diane J. Cook, Larry B. Holder, Maureen Schmitter-Edgecombe

Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012

Using smart phones for context-aware prompting in smart environments.

Barnan Das, Adriana M. Seelye, Brian L. Thomas, Diane J. Cook, Larry B. Holder, Maureen Schmitter-Edgecombe

Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012

Sixth International Workshop on Human Aspects in Ambient Intelligence (HAI 2012).

Juan Carlos Augusto, Tibor Bosse, Cristiano Castelfranchi, Diane J. Cook, Mark A. Neerincx, Fariba Sadri

Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

Preface.

Diane J. Cook, Narayanan Chatapuram Krishnan, Parisa Rashidi, Marjorie Skubic, Alex Mihailidis

Proceedings of the Artificial Intelligence for Gerontechnology, 2012

Organizing Committee.

Diane J. Cook

Proceedings of the Artificial Intelligence for Gerontechnology, 2012

2011

Tracking Systems for Multiple Smart Home Residents.

Aaron S. Crandall, Diane J. Cook

Proceedings of the Behaviour Monitoring and Interpretation - BMI - Well-Being, 2011

Sensor selection to support practical use of health-monitoring smart environments.

Diane J. Cook, Lawrence B. Holder

WIREs Data Mining Knowl. Discov., 2011

Discovering Activities to Recognize and Track in a Smart Environment.

Parisa Rashidi, Diane J. Cook, Lawrence B. Holder, Maureen Schmitter-Edgecombe

IEEE Trans. Knowl. Data Eng., 2011

Gerontechnology Education: Beyond the Barriers.

Diane J. Cook, Maureen Schmitter-Edgecombe, Lawrence B. Holder

IEEE Pervasive Comput., 2011

Activity knowledge transfer in smart environments.

Parisa Rashidi, Diane J. Cook

Pervasive Mob. Comput., 2011

Knowledge-Driven Activity Recognition in Intelligent Environments.

Liming Chen, Chris D. Nugent, Diane J. Cook, Zhiwen Yu

Pervasive Mob. Comput., 2011

STEPSTONE: An Intelligent Integration Architecture for Personal Tele-Health.

Sumi Helal, Raja Bose, Chao Chen, Andy Smith, Scott de Deugd, Diane J. Cook

J. Comput. Sci. Eng., 2011

Message from the general chairs.

Diane J. Cook, Jie Liu

Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Ask me better questions: active learning queries based on rule induction.

Parisa Rashidi, Diane J. Cook

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Persim - Simulator for Human Activities in Pervasive Spaces.

Sumi Helal, Jaewoong Lee, Shantonu Hossain, Eunju Kim, Hani Hagras, Diane J. Cook

Proceedings of the 7th International Conference on Intelligent Environments, 2011

Domain Selection and Adaptation in Smart Homes.

Parisa Rashidi, Diane J. Cook

Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

Using Association Rule Mining to Discover Temporal Relations of Daily Activities.

Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook

Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

An Automated Prompting System for Smart Environments.

Barnan Das, Chao Chen, Adriana M. Seelye, Diane J. Cook

Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

Defining the Complexity of an Activity.

Yasamin Sahaf, Narayanan Chatapuram Krishnan, Diane J. Cook

Proceedings of the Activity Context Representation: Techniques and Languages, 2011

Detecting Anomalous Sensor Events in Smart Home Data for Enhancing the Living Experience.

Vikramaditya R. Jakkula, Diane J. Cook

Proceedings of the Artificial Intelligence and Smarter Living: The Conquest of Complexity, 2011

Energy Outlier Detection in Smart Environments.

Chao Chen, Diane J. Cook

Proceedings of the Artificial Intelligence and Smarter Living: The Conquest of Complexity, 2011

2010

Human Activity Recognition and Pattern Discovery.

Eunju Kim, Sumi Helal, Diane J. Cook

IEEE Pervasive Comput., 2010

Predicting air quality in smart environments.

Seun Deleawe, Jim Kusznir, Brian T. Lamb, Diane J. Cook

J. Ambient Intell. Smart Environ., 2010

Recognizing independent and joint activities among multiple residents in smart environments.

Geetika Singla, Diane J. Cook, Maureen Schmitter-Edgecombe

J. Ambient Intell. Humaniz. Comput., 2010

Detection of Social Interaction in Smart Spaces.

Diane J. Cook, Aaron S. Crandall, Geetika Singla, Brian L. Thomas

Cybern. Syst., 2010

First IEEE International Workshop on Smart Environments SmartE 2010: Message from the workshop chairs.

Diane J. Cook, Michael Weber

Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

Designing Lightweight Software Architectures for Smart Environments.

Jim Kusznir, Diane J. Cook

Proceedings of the Sixth International Conference on Intelligent Environments, 2010

Outlier Detection in Smart Environment Structured Power Datasets.

Vikramaditya R. Jakkula, Diane J. Cook

Proceedings of the Sixth International Conference on Intelligent Environments, 2010

Using a Hidden Markov Model for Resident Identification.

Aaron S. Crandall, Diane J. Cook

Proceedings of the Sixth International Conference on Intelligent Environments, 2010

A Data Mining Framework for Activity Recognition in Smart Environments.

Chao Chen, Barnan Das, Diane J. Cook

Proceedings of the Sixth International Conference on Intelligent Environments, 2010

Energy Prediction in Smart Environments.

Chao Chen, Barnan Das, Diane J. Cook

Proceedings of the Workshops Proceedings of the 6th International Conference on Intelligent Environments, 2010

Automatic Modeling of Frequent User Behaviours in Intelligent Environments.

Asier Aztiria, Alberto Izaguirre, Rosa Basagoiti, Juan Carlos Augusto, Diane J. Cook

Proceedings of the Sixth International Conference on Intelligent Environments, 2010

Mining and monitoring patterns of daily routines for assisted living in real world settings.

Parisa Rashidi, Diane J. Cook

Proceedings of the ACM International Health Informatics Symposium, 2010

Conditional random fields for activity recognition in smart environments.

Ehsan Nazerfard, Barnan Das, Lawrence B. Holder, Diane J. Cook

Proceedings of the ACM International Health Informatics Symposium, 2010

Mining Sensor Streams for Discovering Human Activity Patterns over Time.

Parisa Rashidi, Diane J. Cook

Proceedings of the ICDM 2010, 2010

Discovering Temporal Features and Relations of Activity Patterns.

Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook

Proceedings of the ICDMW 2010, 2010

Automated Prompting in a Smart Home Environment.

Barnan Das, Chao Chen, Nairanjana Dasgupta, Diane J. Cook, Adriana M. Seelye

Proceedings of the ICDMW 2010, 2010

A fuzzy based verification agent for the Persim human activity simulator in Ambient Intelligent Environments.

Amr Elfaham, Hani Hagras, Sumi Helal, Shantonu Hossain, Jaewoong Lee, Diane J. Cook

Proceedings of the FUZZ-IEEE 2010, 2010

Activity Recognition Based on Home to Home Transfer Learning.

Parisa Rashidi, Diane J. Cook

Proceedings of the Plan, Activity, and Intent Recognition, 2010

Learning Activity Models for Multiple Agents in a Smart Space.

Aaron S. Crandall, Diane J. Cook

Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010

2009

Substructure Analysis of Metabolic Pathways by Graph-Based Relational Learning.

Chang Hun You, Lawrence B. Holder, Diane J. Cook

Proceedings of the Biomedical Data and Applications, 2009

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

Parisa Rashidi, Diane J. Cook

IEEE Trans. Syst. Man Cybern. Part A, 2009

Making our environments intelligent.

Diane J. Cook, Hani Hagras, Victor Callaghan, Abdelsalam Helal

Pervasive Mob. Comput., 2009

Ambient intelligence: Technologies, applications, and opportunities.

Diane J. Cook, Juan Carlos Augusto, Vikramaditya R. Jakkula

Pervasive Mob. Comput., 2009

Coping with multiple residents in a smart environment.

Aaron S. Crandall, Diane J. Cook

J. Ambient Intell. Smart Environ., 2009

Ambient intelligence and wearable computing: Sensors on the body, in the home, and beyond.

Diane J. Cook, Wen-Zhan Song

J. Ambient Intell. Smart Environ., 2009

Multi-agent smart environments.

Diane J. Cook

J. Ambient Intell. Smart Environ., 2009

Learning Video Preferences Using Visual Features and Closed Captions.

Darin Brezeale, Diane J. Cook

IEEE Multim., 2009

The Fourth International Conference on Intelligent Environments (IE 08): A Report.

Hani Hagras, Victor Callaghan, Diane J. Cook, Abdelsalam Helal

AI Mag., 2009

Learning patterns in the dynamics of biological networks.

Chang Hun You, Lawrence B. Holder, Diane J. Cook

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Interleaved Activity Recognition for Smart Home residents.

Geetika Singla, Diane J. Cook

Proceedings of the Intelligent Environments 2009 - Proceedings of the 5th International Conference on Intelligent Environments, 2009

Transferring Learned Activities in Smart Environments.

Parisa Rashidi, Diane J. Cook

Proceedings of the Intelligent Environments 2009 - Proceedings of the 5th International Conference on Intelligent Environments, 2009

Synthesizing Datasets for Pervasive Spaces.

Andres Mendez-Vazquez, Abdelsalam Helal, Diane J. Cook

Proceedings of the Intelligent Environments 2009 - Proceedings of the 5th International Conference on Intelligent Environments, 2009

Discovering Frequent Sets of Actions in Intelligent Environments.

Asier Aztiria, Alberto Izaguirre, Rosa Basagoiti, Juan Carlos Augusto, Diane J. Cook

Proceedings of the Intelligent Environments 2009 - Proceedings of the 5th International Conference on Intelligent Environments, 2009

gRegress: Extracting Features from Graph Transactions for Regression.

Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook

Proceedings of the IJCAI 2009, 2009

The Darmstadt Challenge - The Turing Test Revisited.

Juan Carlos Augusto, Marc Böhlen, Diane J. Cook, Felix Flentge, Goreti Marreiros, Carlos Ramos, Weijun Qin, Yue Suo

Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Faster computation of the direct product kernel for graph classification.

Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

Empirical comparison of graph classification algorithms.

Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

Monitoring Influenza Trends through Mining Social Media.

Courtney D. Corley, Armin R. Mikler, Karan P. Singh, Diane J. Cook

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009

2008

Defining the Scope of SMCB.

Diane J. Cook

IEEE Trans. Syst. Man Cybern. Part B, 2008

Automatic Video Classification: A Survey of the Literature.

Darin Brezeale, Diane J. Cook

IEEE Trans. Syst. Man Cybern. Part C, 2008

Dynamic intimate contact social networks and epidemic interventions.

Courtney D. Corley, Armin R. Mikler, Diane J. Cook, Karan P. Singh

Int. J. Funct. Informatics Pers. Medicine, 2008

Inference of Edge Replacement Graph Grammars.

Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook

Int. J. Artif. Intell. Tools, 2008

Inferring Graph Grammars by Detecting Overlap in Frequent Subgraphs.

Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook

Int. J. Appl. Math. Comput. Sci., 2008

An Adaptive Sensor Mining Framework for Pervasive Computing Applications.

Parisa Rashidi, Diane J. Cook

Proceedings of the Knowledge Discovery from Sensor Data, 2008

The Integraton of Graph-Based Knowledge Discovery with Image Segmentation Hierarchies for Data Analysis, Data Mining and Knowledge Discovery.

James C. Tilton, Diane J. Cook, Nikhil S. Ketkar

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Graph-Based Data Mining in Dynamic Networks: Empirical Comparison of Compression-Based and Frequency-Based Subgraph Mining.

Chang Hun You, Lawrence B. Holder, Diane J. Cook

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Temporal and structural analysis of biological networks in combination with microarray data.

Chang Hun You, Lawrence B. Holder, Diane J. Cook

Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

An information theoretic approach for the discovery of irregular and repetitive patterns in genomic data.

Willard Davis, Ananth Kalyanaraman, Diane J. Cook

Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

Artificial intelligence on the body, in the home, and beyond.

Diane J. Cook

Proceedings of the 3rd International ICST Conference on Body Area Networks, 2008

Dynamic Graph-based Relational Learning of Temporal Patterns in Biological Networks Changing over Time.

Chang Hun You, Lawrence B. Holder, Diane J. Cook

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

Resident and Caregiver: Handling Multiple People in a Smart Care Facility.

Aaron S. Crandall, Diane J. Cook

Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008

2007

Learning from Supervised Graphs.

Joseph T. Potts, Diane J. Cook, Lawrence B. Holder

Proceedings of the Applied Graph Theory in Computer Vision and Pattern Recognition, 2007

Data Mining for Hierarchical Model Creation.

G. Michael Youngblood, Diane J. Cook

IEEE Trans. Syst. Man Cybern. Part C, 2007

Editorial.

Diane J. Cook

IEEE Trans. Syst. Man Cybern. Part B, 2007

Graph-Based Analysis of Human Transfer Learning Using a Game Testbed.

Diane J. Cook, Lawrence B. Holder, G. Michael Youngblood

IEEE Trans. Knowl. Data Eng., 2007

Making Sense of Sensor Data.

Diane J. Cook

IEEE Pervasive Comput., 2007

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

Diane J. Cook, Sajal K. Das

Pervasive Mob. Comput., 2007

Inference of node replacement graph grammars.

Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook

Intell. Data Anal., 2007

Online Sequential Prediction via Incremental Parsing: The Active LeZi Algorithm.

Karthik Gopalratnam, Diane J. Cook

IEEE Intell. Syst., 2007

Knowledge Discovery in Entity Based Smart Environment Resident Data Using Temporal Relation Based Data Mining.

Vikramaditya R. Jakkula, Aaron S. Crandall, Diane J. Cook

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Inhabitant Guidance of Smart Environments.

Parisa Rashidi, G. Michael Youngblood, Diane J. Cook, Sajal K. Das

Proceedings of the Human-Computer Interaction. Interaction Platforms and Techniques, 2007

Learning Node Replacement Graph Grammars in Metabolic Pathways.

Jacek P. Kukluk, Chang Hun You, Lawrence B. Holder, Diane J. Cook

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

Generating social networks of intimate contacts for the study of public health intervention strategies.

Courtney D. Corley, Lindsey Brown, Armin R. Mikler, Diane J. Cook, Karan P. Singh

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Prediction Models for a Smart Home Based Health Care System.

Vikramaditya R. Jakkula, Diane J. Cook, Gaurav Jain

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006

Health Monitoring and Assistance to Support Aging in Place.

Diane J. Cook

J. Univers. Comput. Sci., 2006

Structure Discovery in Sequentially-connected Data Streams.

Jeffrey Coble, Diane J. Cook, Lawrence B. Holder

Int. J. Artif. Intell. Tools, 2006

The 2005 International Florida Artificial Intelligence Research Society Conference: A Report.

Ingrid Russell, Zdravko Markov, Lawrence B. Holder, Diane J. Cook

AI Mag., 2006

Designing and Modeling Smart Environments (Invited Paper).

Sajal K. Das, Diane J. Cook

Proceedings of the 2006 International Symposium on a World of Wireless, 2006

Mining from Time Series Human Movement Data.

Chiu-Che Tseng, Diane J. Cook

Proceedings of the IEEE International Conference on Systems, 2006

Inference of Node Replacement Recursive Graph Grammars.

Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Graph Grammar Induction on Structural Data for Visual Programming.

Keven Ates, Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook, Kang Zhang

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

A Multi-agent Approach to Controlling a Smart Environment.

Diane J. Cook, G. Michael Youngblood, Sajal K. Das

Proceedings of the Designing Smart Homes, The Role of Artificial Intelligence, 2006

Application of Graph-based Data Mining to Metabolic Pathways.

Chang Hun You, Lawrence B. Holder, Diane J. Cook

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Comparison of graph-based and logic-based multi-relational data mining.

Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook

SIGKDD Explor., 2005

Managing Adaptive Versatile environments.

G. Michael Youngblood, Diane J. Cook, Lawrence B. Holder

Pervasive Mob. Comput., 2005

Iterative Structure Discovery in Graph-Based Data.

Jeffrey Coble, Runu Rathi, Diane J. Cook, Lawrence B. Holder

Int. J. Artif. Intell. Tools, 2005

Graph-based Relational Learning with Application to Security.

Lawrence B. Holder, Diane J. Cook, Jeffrey Coble, Maitrayee Mukherjee

Fundam. Informaticae, 2005

Seamlessly engineering a smart environment.

G. Michael Youngblood, Diane J. Cook, Lawrence B. Holder

Proceedings of the IEEE International Conference on Systems, 2005

Designing Smart Environments: A Paradigm Based on Learning and Prediction.

Sajal K. Das, Diane J. Cook

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Automation Intelligence for the Smart Environment.

G. Michael Youngblood, Edwin O. Heierman III, Lawrence B. Holder, Diane J. Cook

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Automated HPOMDP Construction through Data-mining Techniques in the Intelligent Environment Domain.

G. Michael Youngblood, Edwin O. Heierman III, Diane J. Cook, Lawrence B. Holder

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

A Serial Partitioning Approach to Scaling Graph-Based Knowledge Discovery.

Runu Rathi, Diane J. Cook, Lawrence B. Holder

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Learning from Examples in a Single Graph.

Joseph T. Potts, Diane J. Cook, Lawrence B. Holder

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Text Classification Using Graph-Encoded Linguistic Elements.

Kevin R. Gee, Diane J. Cook

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Structure Discovery in Sequentially Connected Data.

Jeffrey Coble, Diane J. Cook, Lawrence B. Holder

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

A Learning Architecture for Automating the Intelligent Environment.

G. Michael Youngblood, Diane J. Cook, Lawrence B. Holder

Proceedings of the Proceedings, 2005

Smart environments - technology, protocols and applications.

Diane J. Cook, Sajal K. Das

Wiley, ISBN: 978-0-471-54448-7, 2005

2004

Algorithm and Experiments in Testing Planar Graphs for Isomorphism.

Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook

J. Graph Algorithms Appl., 2004

Enhancing computer science education with a wireless intelligent simulation environment.

Diane J. Cook, Manfred Huber, Ramesh Yerraballi, Lawrence B. Holder

J. Comput. High. Educ., 2004

PREDIcting inhabitant action using action and task models with application to smart homes.

Sira Panduranga Rao, Diane J. Cook

Int. J. Artif. Intell. Tools, 2004

Structural web search engine.

Arash Rakhshan, Lawrence B. Holder, Diane J. Cook

Int. J. Artif. Intell. Tools, 2004

Mdl-based context-free graph grammar induction and applications.

Istvan Jonyer, Lawrence B. Holder, Diane J. Cook

Int. J. Artif. Intell. Tools, 2004

Active Lezi: an Incremental Parsing Algorithm for Sequential Prediction.

Karthik Gopalratnam, Diane J. Cook

Int. J. Artif. Intell. Tools, 2004

Attribute-Value Selection Based on Minimum Description Length.

Istvan Jonyer, Lawrence B. Holder, Diane J. Cook

Proceedings of the International Conference on Artificial Intelligence, 2004

Structure Discovery from Sequential Data.

Jeffrey Coble, Diane J. Cook, Lawrence B. Holder, Runu Rathi

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

2003

Graph-based relational learning: current and future directions.

Lawrence B. Holder, Diane J. Cook

SIGKDD Explor., 2003

Incorporating decision-theoretic planning in a robot architecture.

Gilbert L. Peterson, Diane J. Cook

Robotics Auton. Syst., 2003

ONASI: Online Agent Modeling Using a Scalable Markov Model.

Priyath T. Sandanayake, Diane J. Cook

Int. J. Pattern Recognit. Artif. Intell., 2003

Using a Graph-Based Data Mining System to Perform Web Search.

Diane J. Cook, Nitish Manocha, Lawrence B. Holder

Int. J. Pattern Recognit. Artif. Intell., 2003

Location Aware Resource Management in Smart Homes.

Abhishek Roy, Soumya K. Das Bhaumik, Amiya Bhattacharya, Kalyan Basu, Diane J. Cook, Sajal K. Das

Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom'03), 2003

MavHome: An Agent-Based Smart Home.

Diane J. Cook, G. Michael Youngblood, Edwin O. Heierman III, Karthik Gopalratnam, Sira Rao, Andrey Litvin, Farhan Khawaja

Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom'03), 2003

Graph-based anomaly detection.

Caleb C. Noble, Diane J. Cook

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

User-guided reinforcement learning of robot assistive tasks for an intelligent environment.

Yi Wang, Manfred Huber, Vinay N. Papudesi, Diane J. Cook

Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns.

Edwin O. Heierman III, Diane J. Cook

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Improving the Performance of Action Prediction through Identification of Abstract Tasks.

Sira Panduranga Rao, Diane J. Cook

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

Identifying Inhabitants of an Intelligent Environment Using a Graph-Based Data Mining System.

Ritesh Mehta, Diane J. Cook, Lawrence B. Holder

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

MDL-Based Context-Free Graph Grammar Induction.

Istvan Jonyer, Lawrence B. Holder, Diane J. Cook

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

2002

The role of prediction algorithms in the MavHome smart home architecture.

Sajal K. Das, Diane J. Cook, Amiya Bhattacharya, Edwin O. Heierman III, Tze-Yun Lin

IEEE Wirel. Commun., 2002

A matrix formulation for integrating assembly trees and manufacturing resource planning with capacity constraints.

Billy Harris, Frank L. Lewis, Diane J. Cook

J. Intell. Manuf., 2002

Part Routing in an Automated Manufacturing System.

Billy Harris, Diane J. Cook, Frank L. Lewis

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002

Experimental Comparison of Graph-Based Relational Concept Learning with Inductive Logic Programming Systems.

Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook

Proceedings of the Inductive Logic Programming, 12th International Conference, 2002

Graph-Based Relational Concept Learning.

Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook

Proceedings of the Machine Learning, 2002

Imitating Agent Game Strategies Using a Scalable Markov Model.

Priyath T. Sandanayake, Diane J. Cook

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Enhancing Structure Discovery for Data Mining in Graphical Databases Using Evolutionary Programming.

Sanghamitra Bandyopadhyay, Ujjwal Maulik, Diane J. Cook, Lawrence B. Holder, Yousuf Ajmerwala

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

2001

Cover story: structural Web search using a graph-based discovery system.

Nitish Manocha, Diane J. Cook, Lawrence B. Holder

Intell., 2001

Approaches to Parallel Graph-Based Knowledge Discovery.

Diane J. Cook, Lawrence B. Holder, Gehad Galal, Ron Maglothin

J. Parallel Distributed Comput., 2001

A client-server computational tool for integrated artificial intelligence curriculum.

Lawrence B. Holder, Diane J. Cook

J. Comput. High. Educ., 2001

Graph-Based Hierarchical Conceptual Clustering.

Istvan Jonyer, Lawrence B. Holder, Diane J. Cook

Int. J. Artif. Intell. Tools, 2001

Developing a Tool for Unified Cognitive Modeling Using a Model of Learning and Understanding in Young Children.

Charles Hannon, Diane J. Cook

Int. J. Artif. Intell. Tools, 2001

Approximate Association Rule Mining.

Jyothsna R. Nayak, Diane J. Cook

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Structural Web Search Using a Graph-Based Discovery System.

Nitish Manocha, Diane J. Cook, Lawrence B. Holder

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Exploring the Use of Cognitive Models in AI Applications Using the Stroop Effect.

Charles Hannon, Diane J. Cook

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

A Client-Server Interactive Tool for Integrated Artificial Intelligence Curriculum.

Diane J. Cook, Lawrence B. Holder

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

2000

An event set approach to sequence discovery in medical data.

Jorge C. G. Ramirez, Diane J. Cook, Lynn L. Peterson, Dolores M. Peterson

Intell. Data Anal., 2000

Graph-Based Data Mining.

Diane J. Cook, Lawrence B. Holder

IEEE Intell. Syst., 2000

A Parallel Approach to Modeling Language Learning and Understanding in Young Children.

Charles Hannon, Diane J. Cook

Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

Structural Knowledge Discovery Used to Analyze Earthquake Activity.

Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook

Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

Real-Time Learning when Concepts Shift.

Jeffrey Coble, Diane J. Cook

Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

Discovering Structural Patterns in Telecommunications Data.

Andi Baritchi, Diane J. Cook, Lawrence B. Holder

Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

A Parallel Approach to Unified Cognitive Modeling of Language Processing within a Visual Context.

Charles Hannon, Diane J. Cook

Proceedings of the Advances in Artificial Intelligence, 2000

Graph-Based Hierarchical Conceptual Clustering in Structural Databases.

Istvan Jonyer, Lawrence B. Holder, Diane J. Cook

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

Graph Based Concept Learning.

Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

Exploiting Parallelism in a Structural Scientific Discovery System to Improve Scalability.

Gehad Galal, Diane J. Cook, Lawrence B. Holder

J. Am. Soc. Inf. Sci., 1999

Knowledge discovery in molecular biology: Identifying structural regularities in proteins.

Shaobing Su, Diane J. Cook, Lawrence B. Holder

Intell. Data Anal., 1999

Experimentation-Driven Knowledge Acquisition for Planning.

Kang Soo Tae, Diane J. Cook, Lawrence B. Holder

Comput. Intell., 1999

Application of Knowledge Discovery to Molecular Biology: Identifying Structural Regularities in Proteins.

Shaobing Su, Diane J. Cook, Lawrence B. Holder

Proceedings of the 4th Pacific Symposium on Biocomputing, 1999

Adaptive Parallel Search for Theorem Proving.

Diane J. Cook, Charles Hannon

Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Applying the Subdue Substructure Discovery System to the Chemical Toxicity Domain.

Ravindra N. Chittimoori, Lawrence B. Holder, Diane J. Cook

Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Anytime Planning for Optimal Tradeoff between Deliberative and Reactive Planning.

Will Briggs, Diane J. Cook

Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Decision-Theoretic Layered Robotic Control Architecture.

Gilbert L. Peterson, Diane J. Cook

Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

Discovering Concepts in Structural Data.

Diane J. Cook, Lawrence B. Holder, Gehad Galal

Proceedings of the Pattern Discovery in Biomolecular Data: Tools, 1999

1998

Machine planning for manufacturing: dynamic resource allocation and on-line supervisory control.

Billy Harris, Diane J. Cook, Frank L. Lewis

J. Intell. Manuf., 1998

Adaptive Parallel Iterative Deepening Search.

Diane J. Cook, R. Craig Varnell

J. Artif. Intell. Res., 1998

Exploiting Parallelism in Knowledge Discovery Systems to Improve Scalability.

Gehad Galal, Diane J. Cook, Lawrence B. Holder

Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998

Integrating Machine Learning in Parallel Heuristic Search.

R. Craig Varnell, Diane J. Cook

Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

DFA Learning of Opponent Strategies.

Gilbert L. Peterson, Diane J. Cook

Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

Coupling Two Complementary Knowledge Discovery Systems.

Lawrence B. Holder, Diane J. Cook

Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

Integrating Hierarchical and Analogical Planning.

Billy Harris, Diane J. Cook

Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

1997

An Emprirical Study of Domain Knowledge and Its Benefits to Substructure Discovery.

Surnjani Djoko, Diane J. Cook, Lawrence B. Holder

IEEE Trans. Knowl. Data Eng., 1997

Improving Scalability in a Scientific Discovery System by Exploiting Parallelism.

Gehad Galal, Diane J. Cook, Lawrence B. Holder

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Maximizing the Benefits of Parallel Search Using Machine Learning.

Diane J. Cook, R. Craig Varnell

Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

A hybrid approach to improving the performance of parallel search.

Diane J. Cook

Proceedings of the Parallel Processing for Artificial Intelligence 3, 1997

1996

Decision-Theoretic Cooperative Sensor Planning.

Diane J. Cook, Piotr J. Gmytrasiewicz, Lawrence B. Holder

IEEE Trans. Pattern Anal. Mach. Intell., 1996

Scalable Discovery of Informative Structural Concepts Using Domain Knowledge.

Diane J. Cook, Lawrence B. Holder, Surnjani Djoko

IEEE Expert, 1996

Experimental Knowledge Acquisition for Planning.

Kang Soo Tae, Diane J. Cook

Proceedings of the Machine Learning, 1996

1995

Knowledge Discovery from Structural Data.

Diane J. Cook, Lawrence B. Holder, Surnjani Djoko

J. Intell. Inf. Syst., 1995

Learning Membership Functions in a Function-Based Object Recognition System.

Kevin S. Woods, Diane J. Cook, Lawrence O. Hall, Kevin W. Bowyer, Louise Stark

J. Artif. Intell. Res., 1995

Analyzing the Benefits of Domain Knowledge in Substructure Discovery.

Surnjani Djoko, Diane J. Cook, Lawrence B. Holder

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

Flexible Social Laws.

Will Briggs, Diane J. Cook

Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

1994

Substructure Discovery Using Minimum Description Length and Background Knowledge.

Diane J. Cook, Lawrence B. Holder

J. Artif. Intell. Res., 1994

Substucture Discovery in the SUBDUE System.

Lawrence B. Holder, Diane J. Cook, Surnjani Djoko

Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

A Hybrid Parallel-Window/Distributed Tree Algorithm for Improving the Performance of Search-Related Tasks.

Shubha S. Nerur, Diane J. Cook

Proceedings of the Seventh International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1994

A Genetic Algorithm for Load Balancing in Parallel Computers.

Joseph Baumgartner, Diane J. Cook

Proceedings of the Seventh International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1994

Reconfiguration of Multi-agent Planning Systems.

Diane J. Cook

Proceedings of the Second International Conference on Artificial Intelligence Planning Systems, 1994

A Genetic-Based Solution to Load Balancing in Parallel Computers.

Joseph Baumgartner, Diane J. Cook

Proceedings of the ACM 22rd Annual Computer Science Conference on Scaling up: Meeting the Challenge of Complexity in Real-World Computing Applications, 1994

1993

Discovery of Inexact Concepts from Structural Data.

Lawrence B. Holder, Diane J. Cook

IEEE Trans. Knowl. Data Eng., 1993

Parallel search using transformation-ordering Lterative-Deepening-A.

Diane J. Cook, Lawrence O. Hall, Willard Thomas

Int. J. Intell. Syst., 1993

Massively Parallel IDA* Search.

Diane J. Cook, Gary Lyons

Int. J. Artif. Intell. Tools, 1993

Learning Fuzzy Membership Functions in a Function-Based Object Recognition System.

Kevin S. Woods, Diane J. Cook, Lawrence O. Hall, Louise Stark, Kevin W. Bowyer

Proceedings of the Fuzzy Logic in Artificial Intelligence, IJCAI '93, Workshop, Chambéry, 1993

1992

Adding Intelligence To Robot arm Path Planning Using A Graph-match Analogical Reasoning System.

Diane J. Cook

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992

Fuzzy Substructure Discovery.

Lawrence B. Holder, Diane J. Cook, Horst Bunke

Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992

1991

Application of parallelized analogical planning to engineering design.

Diane J. Cook

Appl. Intell., 1991

The Base Selection Task in Analogical Planning.

Diane J. Cook

Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

1990

Base selection in analogical planning

Diane Joyce Cook

PhD thesis, 1990

Accelerated learning on the connection machine.

Diane J. Cook, Lawrence B. Holder

Proceedings of the Second IEEE Symposium on Parallel and Distributed Processing, 1990

1987

ORPHEUS: A Music Notation Program.

Diane Joyce Cook

Proceedings of the 1987 International Computer Music Conference, 1987