Diane J. Cook - RankMe

366 papers A* 26A 4B 30C 12Misc 36Journal 178Unranked 64

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Feature-Augmented Transformer Model to Recognize Functional Activities From in-the-Wild Smartwatch Data. IEEE J. Biomed. Health Informatics Bryan David Minor, Colin Greeley, Ryan Holder, Brian Thomas, Lawrence B. Holder, Diane J. Cook
2026	A*	`conf`	Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support. AAAI Chibuike E. Ugwu, Roschelle Fritz, Diane J. Cook, Jana Doppa
2025	J	`jnl`	AIMI: Leveraging Future Knowledge and Personalization in Sparse Event Forecasting for Treatment Adherence. CoRR Abdullah Mamun, Diane J. Cook, Hassan Ghasemzadeh
2025	J	`jnl`	Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support. CoRR Chibuike E. Ugwu, Roschelle Fritz, Diane J. Cook, Janardhan Rao Doppa
2025	J	`jnl`	CogProg: Utilizing Large Language Models to Forecast In-the-Moment Health Assessment. ACM Trans. Comput. Heal. Gina Sprint, Maureen Schmitter-Edgecombe, Raven Weaver, Lisa Wiese, Diane J. Cook
2025	J	`jnl`	Detecting and reacting to smart home novelties. Data Min. Knowl. Discov. Lawrence B. Holder, Baxter Eaves, Patrick Shafto, Christopher Pereyda, Brian L. Thomas, Diane J. Cook
2024	J	`jnl`	HydraGAN: A Cooperative Agent Model for Multi-Objective Data Generation. ACM Trans. Intell. Syst. Technol. Chance N. DeSmet, Diane J. Cook
2023	J	`jnl`	ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence. CoRR Parker Seegmiller, Joseph Gatto, Abdullah Mamun, Hassan Ghasemzadeh, Diane J. Cook, John A. Stankovic, Sarah Masud Preum
2023	J	`jnl`	CALDA: Improving Multi-Source Time Series Domain Adaptation With Contrastive Adversarial Learning. IEEE Trans. Pattern Anal. Mach. Intell. Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
2023	—	`conf`	Modeling Human Frailty with a Smart Home-Based Approximation of Entropy. BCB Katherine A. Wuestney, Beiyu Lin, Diane J. Cook, Roschelle L. Fritz
2023	J	`jnl`	The Indoor Predictability of Human Mobility: Estimating Mobility With Smart Home Sensors. IEEE Trans. Emerg. Top. Comput. Tinghui Wang, Diane J. Cook, Thomas R. Fischer
2023	—	`conf`	The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints. ICHI Parker Seegmiller, Joseph Gatto, Madhusudan Basak, Diane J. Cook, Hassan Ghasemzadeh, John A. Stankovic, Sarah Preum
2023	J	`jnl`	The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints. CoRR Parker Seegmiller, Joseph Gatto, Madhusudan Basak, Diane J. Cook, Hassan Ghasemzadeh, John A. Stankovic, Sarah Masud Preum
2023	J	`jnl`	Time-to-Pattern: Information-Theoretic Unsupervised Learning for Scalable Time Series Summarization. CoRR Alireza Ghods, Trong Nghia Hoang, Diane J. Cook
2022	J	`jnl`	Detecting Smartwatch-Based Behavior Change in Response to a Multi-Domain Brain Health Intervention. ACM Trans. Comput. Heal. Diane J. Cook, Miranda Strickland, Maureen Schmitter-Edgecombe
2022	J	`jnl`	Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition. CoRR Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
2022	J	`jnl`	Memory-Aware Active Learning in Mobile Sensing Systems. IEEE Trans. Mob. Comput. Zhila Esna Ashari, Naomi Chaytor, Diane J. Cook, Hassan Ghasemzadeh
2022	J	`jnl`	Multi-Person Activity Recognition in Continuously Monitored Smart Homes. IEEE Trans. Emerg. Top. Comput. Tinghui Wang, Diane J. Cook
2022	J	`jnl`	Multimodal Fusion of Smart Home and Text-based Behavior Markers for Clinical Assessment Prediction. ACM Trans. Comput. Heal. Gina Sprint, Diane J. Cook, Maureen Schmitter-Edgecombe, Lawrence B. Holder
2022	J	`jnl`	PIP: Pictorial Interpretable Prototype Learning for Time Series Classification. IEEE Comput. Intell. Mag. Alireza Ghods, Diane J. Cook
2021	J	`jnl`	A survey of deep network techniques all classifiers can adopt. Data Min. Knowl. Discov. Alireza Ghods, Diane J. Cook
2021	J	`jnl`	Behavioral Differences Between Subject Groups Identified Using Smart Homes and Change Point Detection. IEEE J. Biomed. Health Informatics Gina Sprint, Diane J. Cook, Roschelle Fritz
2021	J	`jnl`	CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning. CoRR Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
2021	J	`jnl`	Fusing Ambient and Mobile Sensor Features Into a Behaviorome for Predicting Clinical Health Scores. IEEE Access Diane J. Cook, Maureen Schmitter-Edgecombe
2021	J	`jnl`	HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation. CoRR Chance N. DeSmet, Diane J. Cook
2021	J	`jnl`	Indirectly Supervised Anomaly Detection of Clinically Meaningful Health Events from Smart Home Data. ACM Trans. Intell. Syst. Technol. Jessamyn Dahmen, Diane J. Cook
2021	J	`jnl`	Mimic: An adaptive algorithm for multivariate time series classification. CoRR Yuhui Wang, Diane J. Cook
2021	J	`jnl`	Recent Developments in Privacy-preserving Mining of Clinical Data. Trans. Data Sci. Chance N. DeSmet, Diane J. Cook
2021	J	`jnl`	sMRT: Multi-Resident Tracking in Smart Homes With Sensor Vectorization. IEEE Trans. Pattern Anal. Mach. Intell. Tinghui Wang, Diane J. Cook
2020	J	`jnl`	A Survey of Unsupervised Deep Domain Adaptation. ACM Trans. Intell. Syst. Technol. Garrett Wilson, Diane J. Cook
2020	J	`jnl`	Analyzing Sensor-Based Individual and Population Behavior Patterns via Inverse Reinforcement Learning. Sensors Beiyu Lin, Diane J. Cook
2020	—	`conf`	BraIN: A Bidirectional Generative Adversarial Networks for image captions. ACAI Yuhui Wang, Diane J. Cook
2020	J	`jnl`	Computational Intelligence Techniques for Combating COVID-19: A Survey. IEEE Comput. Intell. Mag. Vincent S. Tseng, Josh Jia-Ching Ying, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
2020	J	`jnl`	Context-Aware Delivery of Ecological Momentary Assessment. IEEE J. Biomed. Health Informatics Samaneh Aminikhanghahi, Maureen Schmitter-Edgecombe, Diane J. Cook
2020	J	`jnl`	Cyber-physical Support of Daily Activities: A Robot/Smart Home Partnership. ACM Trans. Cyber Phys. Syst. Christopher Pereyda, Nisha Raghunath, Bryan David Minor, Garrett Wilson, Maureen Schmitter-Edgecombe, Diane J. Cook
2020	A*	`conf`	Digitally mapping the human behaviorome. PerCom Diane J. Cook
2020	J	`jnl`	Easing Power Consumption of Wearable Activity Monitoring with Change Point Detection. Sensors Cristian Culman, Samaneh Aminikhanghahi, Diane J. Cook
2020	A*	`conf`	Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data. KDD Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
2020	J	`jnl`	Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data. CoRR Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
2020	J	`jnl`	Study of Effectiveness of Prior Knowledge for Smart Home Kit Installation. Sensors Yang Hu, Diane J. Cook, Matthew E. Taylor
2020	J	`jnl`	Transfer Learning for Activity Recognition in Mobile Health. CoRR Yuchao Ma, Andrew T. Campbell, Diane J. Cook, John C. Lach, Shwetak N. Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, Hassan Ghasemzadeh
2020	J	`jnl`	Using continuous sensor data to formalize a model of in-home activity patterns. J. Ambient Intell. Smart Environ. Beiyu Lin, Diane J. Cook, Maureen Schmitter-Edgecombe
2020	J	`jnl`	[Guest Editorial]. IEEE Comput. Intell. Mag. Vincent S. Tseng, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
2019	J	`jnl`	A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization. CoRR Alireza Ghods, Diane J. Cook
2019	J	`jnl`	Activity2Vec: Learning ADL Embeddings from Sensor Data with a Sequence-to-Sequence Model. CoRR Alireza Ghods, Diane J. Cook
2019	J	`jnl`	Enhancing activity recognition using CPD-based activity segmentation. Pervasive Mob. Comput. Samaneh Aminikhanghahi, Diane J. Cook
2019	J	`jnl`	Iterative Design of Visual Analytics for a Clinician-in-the-Loop Smart Home. IEEE J. Biomed. Health Informatics Alireza Ghods, Kathleen Caffrey, Beiyu Lin, Kylie Fraga, Roschelle Fritz, Maureen Schmitter-Edgecombe, Christopher D. Hundhausen, Diane J. Cook
2019	J	`jnl`	Multi-Purposing Domain Adaptation Discriminators for Pseudo Labeling Confidence. CoRR Garrett Wilson, Diane J. Cook
2019	J	`jnl`	Real-Time Change Point Detection with Application to Smart Home Time Series Data. IEEE Trans. Knowl. Data Eng. Samaneh Aminikhanghahi, Tinghui Wang, Diane J. Cook
2019	J	`jnl`	Robot-enabled support of daily activities in smart home environments. Cogn. Syst. Res. 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
2019	J	`jnl`	SynSys: A Synthetic Data Generation System for Healthcare Applications. Sensors Jessamyn Dahmen, Diane J. Cook
2019	—	`conf`	Utilizing Consumer-grade Wearable Sensors for Unobtrusive Rehabilitation Outcome Prediction. BHI Jason Conci, Gina Sprint, Diane J. Cook, Douglas Weeks
2018	—	`conf`	Activity Recognition Using Graphical Features from Smart Phone Sensor. ICIOT Syeda Selina Akter, Lawrence B. Holder, Diane J. Cook
2018	J	`jnl`	Adversarial Transfer Learning. CoRR Garrett Wilson, Diane J. Cook
2018	J	`jnl`	Automatic assessment of functional health decline in older adults based on smart home data. J. Biomed. Informatics Ane Alberdi Aramendi, Alyssa Weakley, Asier Aztiria Goenaga, Maureen Schmitter-Edgecombe, Diane J. Cook
2018	J	`jnl`	Fall detection in smart home environments using UWB sensors and unsupervised change detection. J. Reliab. Intell. Environ. Ghassem Mokhtari, Samaneh Aminikhanghahi, Qing Zhang, Diane J. Cook
2018	J	`jnl`	Smart Home-Based Prediction of Multidomain Symptoms Related to Alzheimer's Disease. IEEE J. Biomed. Health Informatics Ane Alberdi, Alyssa Weakley, Maureen Schmitter-Edgecombe, Diane J. Cook, Asier Aztiria, Adrian Basarab, Maitane Barrenechea
2018	J	`jnl`	Using Smart City Technology to Make Healthcare Smarter. Proc. IEEE Diane J. Cook, Glen Duncan, Gina Sprint, Roschelle Fritz
2017	J	`jnl`	A survey of methods for time series change point detection. Knowl. Inf. Syst. Samaneh Aminikhanghahi, Diane J. Cook
2017	J	`jnl`	Activity Learning as a Foundation for Security Monitoring in Smart Homes. Sensors Jessamyn Dahmen, Brian L. Thomas, Diane J. Cook, Xiaobo Wang
2017	J	`jnl`	Analyzing Sensor-Based Time Series Data to Track Changes in Physical Activity during Inpatient Rehabilitation. Sensors Gina Sprint, Diane J. Cook, Douglas Weeks, Jordana Dahmen, Alyssa La Fleur
2017	J	`jnl`	Analyzing the Relationship between Human Behavior and Indoor Air Quality. J. Sens. Actuator Networks Beiyu Lin, Yibo Huangfu, Nathan Lima, Bertram Jobson, Max Kirk, Patrick O'Keeffe, Shelley N. Pressley, Von Walden, Brian T. Lamb, Diane J. Cook
2017	J	`jnl`	Collegial activity learning between heterogeneous sensors. Knowl. Inf. Syst. Kyle D. Feuz, Diane J. Cook
2017	J	`jnl`	Forecasting occurrences of activities. Pervasive Mob. Comput. Bryan David Minor, Diane J. Cook
2017	J	`jnl`	Guest EditorialSpecial Issue on Situation, Activity, and Goal Awareness in Cyber-Physical Human-Machine Systems. IEEE Trans. Hum. Mach. Syst. Liming Chen, Diane J. Cook, Bin Guo, Liming Chen, Wolfgang Leister
2017	J	`jnl`	Learning Activity Predictors from Sensor Data: Algorithms, Evaluation, and Applications. IEEE Trans. Knowl. Data Eng. Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook
2017	—	`conf`	Measuring changes in gait and vehicle transfer ability during inpatient rehabilitation with wearable inertial sensors. PerCom Workshops Vladimir Borisov, Gina Sprint, Diane J. Cook, Douglas Weeks
2017	—	`conf`	Mobile sensing to improve medication adherence: demo abstract. IPSN Ramin Fallahzadeh, Bryan David Minor, Lorraine S. Evangelista, Diane J. Cook, Hassan Ghasemzadeh
2017	A*	`conf`	Modeling Skewed Class Distributions by Reshaping the Concept Space. AAAI Kyle D. Feuz, Diane J. Cook
2017	J	`jnl`	Smart secure homes: a survey of smart home technologies that sense, assess, and respond to security threats. J. Reliab. Intell. Environ. Jessamyn Dahmen, Diane J. Cook, Xiaobo Wang, Honglei Wang
2017	J	`jnl`	Special Issue - Pervasive Computing for Gerontechnology. Pervasive Mob. Comput. Antonio Fernández-Caballero, Pascual González, Elena Navarro, Diane J. Cook
2017	C	`conf`	Thyme: Improving Smartphone Prompt Timing Through Activity Awareness. ICMLA Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane J. Cook, Lawrence B. Holder
2017	—	`conf`	Using change point detection to automate daily activity segmentation. PerCom Workshops Samaneh Aminikhanghahi, Diane J. Cook
2017	—	`conf`	Using wrist-worn sensors to measure and compare physical activity changes for patients undergoing rehabilitation. PerCom Workshops Jordana Dahmen, Alyssa La Fleur, Gina Sprint, Diane J. Cook, Douglas L. Weeks
2016	J	`jnl`	A Genetic Algorithm approach to motion sensor placement in smart environments. J. Reliab. Intell. Environ. Brian L. Thomas, Aaron S. Crandall, Diane J. Cook
2016	J	`jnl`	Ambient and smartphone sensor assisted ADL recognition in multi-inhabitant smart environments. J. Ambient Intell. Humaniz. Comput. Nirmalya Roy, Archan Misra, Diane J. Cook
2016	J	`jnl`	Ambient intelligence for health environments. J. Biomed. Informatics José Bravo, Diane J. Cook, Giuseppe Riva
2016	B	`conf`	Designing Wearable Sensor-Based Analytics for Quantitative Mobility Assessment. SMARTCOMP Gina Sprint, Diane J. Cook, Douglas L. Weeks
2016	B	`conf`	Detecting Health and Behavior Change by Analyzing Smart Home Sensor Data. SMARTCOMP Gina Sprint, Diane J. Cook, Roschelle Fritz, Maureen Schmitter-Edgecombe
2016	—	`conf`	Extracting Generalizable Spatial Features from Smart Phones Datasets. AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments Kevin Bouchard, Lawrence B. Holder, Diane J. Cook
2016	J	`jnl`	Introduction to the Issue on Person-Centered Signal Processing for Assistive, Rehabilitative, and Wearable Health Technologies. IEEE J. Sel. Top. Signal Process. Sethuraman Panchanathan, Diane J. Cook, Noel E. O'Connor, Mrinal Mandal, Mohan S. Kankanhalli
2016	—	`conf`	Introduction to the Technologies for Healthy Aging Minitrack. HICSS Aaron S. Crandall, Diane J. Cook, Maureen Schmitter-Edgecombe
2016	J	`jnl`	Modeling patterns of activities using activity curves. Pervasive Mob. Comput. Prafulla N. Dawadi, Diane J. Cook, Maureen Schmitter-Edgecombe
2016	J	`jnl`	One-Class Classification-Based Real-Time Activity Error Detection in Smart Homes. IEEE J. Sel. Top. Signal Process. Barnan Das, Diane J. Cook, Narayanan Chatapuram Krishnan, Maureen Schmitter-Edgecombe
2016	—	`conf`	Quantitative assessment of lower limb and cane movement with wearable inertial sensors. BHI Gina Sprint, Diane J. Cook, Douglas L. Weeks
2016	J	`jnl`	Smart home in a box: usability study for a large scale self-installation of smart home technologies. J. Reliab. Intell. Environ. Yang Hu, Dominique Tilke, Taylor Adams, Aaron S. Crandall, Diane J. Cook, Maureen Schmitter-Edgecombe
2016	J	`jnl`	Special issue introduction. Pervasive Mob. Comput. Diane J. Cook, Christian Becker, Andreas Bulling, Zhiwen Yu
2016	—	`conf`	Toward personalized and context-aware prompting for smartphone-based intervention. EMBC Ramin Fallahzadeh, Samaneh Aminikhanghahi, Ashley Nichole Gibson, Diane J. Cook
2016	J	`jnl`	Unsupervised detection and analysis of changes in everyday physical activity data. J. Biomed. Informatics Gina Sprint, Diane J. Cook, Maureen Schmitter-Edgecombe
2016	J	`jnl`	Using Smart Homes to Detect and Analyze Health Events. Computer Gina Sprint, Diane J. Cook, Roschelle Fritz, Maureen Schmitter-Edgecombe
2015	J	`jnl`	Analyzing Activity Behavior and Movement in a Naturalistic Environment Using Smart Home Techniques. IEEE J. Biomed. Health Informatics Diane J. Cook, Maureen Schmitter-Edgecombe, Prafulla Dawadi
2015	J	`jnl`	Automated Detection of Activity Transitions for Prompting. IEEE Trans. Hum. Mach. Syst. Kyle D. Feuz, Diane J. Cook, Cody Rosasco, Kayela Robertson, Maureen Schmitter-Edgecombe
2015	—	`conf`	Behavior Analysis for Elderly. HBU Albert Ali Salah, Ben J. A. Kröse, Diane J. Cook
2015	J	`jnl`	CRAFFT: an activity prediction model based on Bayesian networks. J. Ambient Intell. Humaniz. Comput. Ehsan Nazerfard, Diane J. Cook
2015	—	`ch.`	Data Analytics for Pervasive Health. Healthcare Data Analytics Giovanni Acampora, Diane J. Cook, Parisa Rashidi, Athanasios V. Vasilakos
2015	A*	`conf`	Data-Driven Activity Prediction: Algorithms, Evaluation Methodology, and Applications. KDD Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook
2015	—	`ed.`	Human Behavior Understanding - 6th International Workshop, HBU 2015 Osaka, Japan, September 8, 2015. Proceedings HBU Albert Ali Salah, Ben J. A. Kröse, Diane J. Cook
2015	J	`jnl`	Predicting Functional Independence Measure Scores During Rehabilitation With Wearable Inertial Sensors. IEEE Access Gina Sprint, Diane J. Cook, Douglas Weeks, Vladimir Borisov
2015	J	`jnl`	RACOG and wRACOG: Two Probabilistic Oversampling Techniques. IEEE Trans. Knowl. Data Eng. Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook
2015	J	`jnl`	Transfer Learning across Feature-Rich Heterogeneous Feature Spaces via Feature-Space Remapping (FSR). ACM Trans. Intell. Syst. Technol. Kyle D. Feuz, Diane J. Cook
2014	J	`jnl`	Activity recognition on streaming sensor data. Pervasive Mob. Comput. Narayanan Chatapuram Krishnan, Diane J. Cook
2014	—	`conf`	CARL: activity-aware automation for energy efficiency. UbiComp Adjunct Brian L. Thomas, Diane J. Cook
2014	—	`conf`	Designing and evaluating active learning methods for activity recognition. UbiComp Adjunct Salikh Bagaveyev, Diane J. Cook
2014	—	`conf`	Digital memory notebook: experimental evaluation of motivational reward strategies. UbiComp Adjunct Christa Simon, Ramyar Saeedi, Chris Cain, Maureen Schmitter-Edgecombe, Shervin Hajiamini, Diane J. Cook
2014	J	`jnl`	Heterogeneous transfer learning for activity recognition using heuristic search techniques. Int. J. Pervasive Comput. Commun. Kyle Dillon Feuz, Diane J. Cook
2014	B	`conf`	Introduction to the Proceedings of AITAmI'14. Intelligent Environments (Workshops) Asier Aztiria, Juan Carlos Augusto, Diane J. Cook
2014	J	`jnl`	Mining the home environment. J. Intell. Inf. Syst. Diane J. Cook, Narayanan Chatapuram Krishnan
2014	—	`conf`	Regression tree classification for activity prediction in smart homes. UbiComp Adjunct Bryan David Minor, Diane J. Cook
2014	—	`conf`	Smart home-based longitudinal functional assessment. UbiComp Adjunct Prafulla Dawadi, Diane J. Cook, Maureen Schmitter-Edgecombe
2014	—	`conf`	SmartHealthSys 2014: ACM ubicomp international workshop on smart health systems and applications. UbiComp Adjunct Hassan Ghasemzadeh, Parisa Rashidi, Michael K. Ong, Diane J. Cook, Roozbeh Jafari, George Demiris, Misha Pavel, Marjorie Skubic
2014	J	`jnl`	Special Issue on Ambient Interaction. Int. J. Hum. Comput. Interact. Diane J. Cook, Rui José, José Bravo
2014	—	`conf`	Wearable sensors in ecological rehabilitation environments. UbiComp Adjunct Gina Sprint, Douglas Weeks, Vladimir Borisov, Diane J. Cook
2013	J	`jnl`	"Intelligent Environments: a manifesto". Hum. centric Comput. Inf. Sci. Juan Carlos Augusto, Vic Callaghan, Diane J. Cook, Achilles Kameas, Ichiro Satoh
2013	—	`ed.`	13th IEEE International Conference on Data Mining Workshops, ICDM Workshops, TX, USA, December 7-10, 2013 ICDM Workshops Wei Ding, Takashi Washio, Hui Xiong, George Karypis, Bhavani Thuraisingham, Diane J. Cook, Xindong Wu
2013	A*	`ed.`	2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013 ICDM Hui Xiong, George Karypis, Bhavani Thuraisingham, Diane J. Cook, Xindong Wu
2013	J	`jnl`	A Survey on Ambient Intelligence in Healthcare. Proc. IEEE Giovanni Acampora, Diane J. Cook, Parisa Rashidi, Athanasios V. Vasilakos
2013	J	`jnl`	A multi-agent system architecture for smart grid management and forecasting of energy demand in virtual power plants. IEEE Commun. Mag. Luis Hernández, Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret, David Chinarro, Jorge J. Gómez-Sanz, Diane J. Cook
2013	J	`jnl`	Activity Discovery and Activity Recognition: A New Partnership. IEEE Trans. Cybern. Diane J. Cook, Narayanan Chatapuram Krishnan, Parisa Rashidi
2013	J	`jnl`	CASAS: A Smart Home in a Box. Computer Diane J. Cook, Aaron S. Crandall, Brian L. Thomas, Narayanan Chatapuram Krishnan
2013	J	`jnl`	COM: A method for mining and monitoring human activity patterns in home-based health monitoring systems. ACM Trans. Intell. Syst. Technol. Parisa Rashidi, Diane J. Cook
2013	J	`jnl`	Generalized Query-Based Active Learning to Identify Differentially Methylated Regions in DNA. IEEE ACM Trans. Comput. Biol. Bioinform. Md. Muksitul Haque, Lawrence B. Holder, Michael K. Skinner, Diane J. Cook
2013	—	`conf`	Handling Class Overlap and Imbalance to Detect Prompt Situations in Smart Homes. ICDM Workshops Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook
2013	A*	`conf`	Infrastructure-assisted smartphone-based ADL recognition in multi-inhabitant smart environments. PerCom Nirmalya Roy, Archan Misra, Diane J. Cook
2013	B	`conf`	Introduction to the Proceedings of AITAmI'13. Intelligent Environments (Workshops) Asier Aztiria, Juan Carlos Augusto, Diane J. Cook
2013	J	`jnl`	Introduction to the special section on intelligent systems for socially aware computing. ACM Trans. Intell. Syst. Technol. Zhiwen Yu, Daqing Zhang, Nathan Eagle, Diane J. Cook
2013	J	`jnl`	Learning Frequent Behaviors of the Users in Intelligent Environments. IEEE Trans. Syst. Man Cybern. Syst. Asier Aztiria, Juan Carlos Augusto, Rosa Basagoiti, Alberto Izaguirre, Diane J. Cook
2013	J	`jnl`	Learning a taxonomy of predefined and discovered activity patterns. J. Ambient Intell. Smart Environ. Narayanan Chatapuram Krishnan, Diane J. Cook, Zachary Wemlinger
2013	—	`ch.`	Novelty Detection in Human Behavior through Analysis of Energy Utilization. Human Behavior Recognition Technologies Chao Chen, Diane J. Cook
2013	—	`conf`	Preface. AAAI Workshop: Space, Time, and Ambient Intelligence Mehul Bhatt, Hans W. Guesgen, Diane J. Cook
2013	J	`jnl`	The AAAI-13 Conference Workshops. AI Mag. 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
2013	J	`jnl`	The user side of sustainability: Modeling behavior and energy usage in the home. Pervasive Mob. Comput. Chao Chen, Diane J. Cook, Aaron S. Crandall
2013	—	`ch.`	Tracking Systems for Multiple Smart Home Residents. Human Behavior Recognition Technologies Aaron S. Crandall, Diane J. Cook
2013	J	`jnl`	Transfer learning for activity recognition: a survey. Knowl. Inf. Syst. Diane J. Cook, Kyle D. Feuz, Narayanan Chatapuram Krishnan
2013	—	`conf`	Using Bayesian Networks for Daily Activity Prediction. AAAI Workshop: Plan, Activity, and Intent Recognition Ehsan Nazerfard, Diane J. Cook
2013	A*	`conf`	wRACOG: A Gibbs Sampling-Based Oversampling Technique. ICDM Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook
2012	J	`jnl`	A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework. Sensors Luis Hernández, Carlos Baladrón, Javier M. Aguiar, Lorena Calavia, Belén Carro, Antonio Sánchez-Esguevillas, Diane J. Cook, David Chinarro, Jorge J. Gómez-Sanz
2012	J	`jnl`	ActiSen: Activity-aware sensor network in smart environments. Pervasive Mob. Comput. Debraj De, Shaojie Tang, Wen-Zhan Song, Diane J. Cook, Sajal K. Das
2012	—	`ch.`	Automated Activity Interventions to Assist with Activities of Daily Living. Agents and Ambient Intelligence Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook
2012	B	`conf`	Bayesian Networks Structure Learning for Activity Prediction in Smart Homes. Intelligent Environments Ehsan Nazerfard, Diane J. Cook
2012	B	`conf`	Behavior-Based Home Energy Prediction. Intelligent Environments Chao Chen, Diane J. Cook
2012	J	`jnl`	BirdsEyeView (BEV): graphical overviews of experimental data. BMC Bioinform. Lifeng Zhang, Daniel Berleant, Yi Wang, Ling Li, Diane J. Cook, Eve Syrkin Wurtele
2012	—	`conf`	Context-aware prompting from your smart phone. CCNC Barnan Das, Brian L. Thomas, Adriana M. Seelye, Diane J. Cook, Larry B. Holder, Maureen Schmitter-Edgecombe
2012	J	`jnl`	Discovering frequent user-environment interactions in intelligent environments. Pers. Ubiquitous Comput. Asier Aztiria, Juan Carlos Augusto, Rosa Basagoiti, Alberto Izaguirre, Diane J. Cook
2012	J	`jnl`	EAR: An Energy and Activity-Aware Routing Protocol for Wireless Sensor Networks in Smart Environments. Comput. J. Debraj De, Wen-Zhan Song, Shaojie Tang, Diane J. Cook
2012	A	`conf`	FindingHuMo: Real-Time Tracking of Motion Trajectories from Anonymous Binary Sensing in Smart Environments. ICDCS Debraj De, Wen-Zhan Song, Mingsen Xu, Chengliang Wang, Diane J. Cook, Xiaoming Huo
2012	B	`conf`	Introduction to the Proceedings of AITAmI'12. Intelligent Environments (Workshops) Asier Aztiria, Juan Carlos Augusto, Diane J. Cook
2012	J	`jnl`	Learning Setting-Generalized Activity Models for Smart Spaces. IEEE Intell. Syst. Diane J. Cook
2012	—	`conf`	Organizing Committee. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology Diane J. Cook
2012	J	`jnl`	PUCK: an automated prompting system for smart environments: toward achieving automated prompting - challenges involved. Pers. Ubiquitous Comput. Barnan Das, Diane J. Cook, Maureen Schmitter-Edgecombe, Adriana M. Seelye
2012	J	`jnl`	Pervasive computing at scale: Transforming the state of the art. Pervasive Mob. Comput. Diane J. Cook, Sajal K. Das
2012	—	`conf`	Preface. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology Diane J. Cook, Narayanan Chatapuram Krishnan, Parisa Rashidi, Marjorie Skubic, Alex Mihailidis
2012	—	`ch.`	Sensor Selection to Support Practical Use of Health-Monitoring Smart Environments. Handbook of Ambient Assisted Living Diane J. Cook, Lawrence B. Holder
2012	J	`jnl`	Sensor-Based Activity Recognition. IEEE Trans. Syst. Man Cybern. Part C Liming Chen, Jesse Hoey, Chris D. Nugent, Diane J. Cook, Zhiwen Yu
2012	B	`conf`	Simple and Complex Activity Recognition through Smart Phones. Intelligent Environments Stefan Dernbach, Barnan Das, Narayanan Chatapuram Krishnan, Brian L. Thomas, Diane J. Cook
2012	—	`conf`	Sixth International Workshop on Human Aspects in Ambient Intelligence (HAI 2012). AmI Juan Carlos Augusto, Tibor Bosse, Cristiano Castelfranchi, Diane J. Cook, Mark A. Neerincx, Fariba Sadri
2012	B	`conf`	Smart Home in a Box: A Large Scale Smart Home Deployment. Intelligent Environments (Workshops) Aaron S. Crandall, Diane J. Cook
2012	J	`jnl`	Special Issue on Pervasive Healthcare. Pervasive Mob. Comput. Franca Delmastro, Diane J. Cook, Marjorie Skubic, Paul Lukowicz
2012	—	`conf`	Using smart phones for context-aware prompting in smart environments. CCNC Barnan Das, Adriana M. Seelye, Brian L. Thomas, Diane J. Cook, Larry B. Holder, Maureen Schmitter-Edgecombe
2012	B	`ed.`	Workshop Proceedings of the 8th International Conference on Intelligent Environments, Guanajuato, Mexico, June 26-29, 2012 Intelligent Environments (Workshops) Juan A. Botía, Hedda Rahel Schmidtke, Tatsuo Nakashima, Mohammed R. Al-Mulla, Juan Carlos Augusto, Asier Aztiria, Matthew Ball, Victor Callaghan, Diane J. Cook, James Dooley, John O'Donoghue, Simon Egerton, Pablo A. Haya, Miguel J. Hornos, Eduardo Morales, Juan Carlos Orozco, Otniel Portillo-Rodríguez, Alejandro Rodríguez González, Oscar Sandoval, Paolo Tripicchio, Minjuan Wang, Víctor Zamudio
2011	A*	`ed.`	11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011 ICDM Diane J. Cook, Jian Pei, Wei Wang, Osmar R. Zaïane, Xindong Wu
2011	J	`jnl`	Activity knowledge transfer in smart environments. Pervasive Mob. Comput. Parisa Rashidi, Diane J. Cook
2011	J	`jnl`	Adaptive Parallel Iterative Deepening Search CoRR Diane J. Cook, R. Craig Varnell
2011	C	`conf`	An Automated Prompting System for Smart Environments. ICOST Barnan Das, Chao Chen, Adriana M. Seelye, Diane J. Cook
2011	A*	`conf`	Ask me better questions: active learning queries based on rule induction. KDD Parisa Rashidi, Diane J. Cook
2011	—	`ed.`	Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011 ICDM Workshops Myra Spiliopoulou, Haixun Wang, Diane J. Cook, Jian Pei, Wei Wang, Osmar R. Zaïane, Xindong Wu
2011	—	`conf`	Defining the Complexity of an Activity. Activity Context Representation Yasamin Sahaf, Narayanan Chatapuram Krishnan, Diane J. Cook
2011	—	`conf`	Detecting Anomalous Sensor Events in Smart Home Data for Enhancing the Living Experience. Artificial Intelligence and Smarter Living Vikramaditya R. Jakkula, Diane J. Cook
2011	J	`jnl`	Discovering Activities to Recognize and Track in a Smart Environment. IEEE Trans. Knowl. Data Eng. Parisa Rashidi, Diane J. Cook, Lawrence B. Holder, Maureen Schmitter-Edgecombe
2011	C	`conf`	Domain Selection and Adaptation in Smart Homes. ICOST Parisa Rashidi, Diane J. Cook
2011	—	`conf`	Energy Outlier Detection in Smart Environments. Artificial Intelligence and Smarter Living Chao Chen, Diane J. Cook
2011	J	`jnl`	Gerontechnology Education: Beyond the Barriers. IEEE Pervasive Comput. Diane J. Cook, Maureen Schmitter-Edgecombe, Lawrence B. Holder
2011	J	`jnl`	Knowledge-Driven Activity Recognition in Intelligent Environments. Pervasive Mob. Comput. Liming Chen, Chris D. Nugent, Diane J. Cook, Zhiwen Yu
2011	—	`conf`	Message from the general chairs. PerCom Workshops Diane J. Cook, Jie Liu
2011	B	`conf`	Persim - Simulator for Human Activities in Pervasive Spaces. Intelligent Environments Sumi Helal, Jaewoong Lee, Shantonu Hossain, Eunju Kim, Hani Hagras, Diane J. Cook
2011	J	`jnl`	STEPSTONE: An Intelligent Integration Architecture for Personal Tele-Health. J. Comput. Sci. Eng. Sumi Helal, Raja Bose, Chao Chen, Andy Smith, Scott de Deugd, Diane J. Cook
2011	J	`jnl`	Sensor selection to support practical use of health-monitoring smart environments. WIREs Data Mining Knowl. Discov. Diane J. Cook, Lawrence B. Holder
2011	—	`ch.`	Tracking Systems for Multiple Smart Home Residents. Behaviour Monitoring and Interpretation Aaron S. Crandall, Diane J. Cook
2011	C	`conf`	Using Association Rule Mining to Discover Temporal Relations of Daily Activities. ICOST Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
2011	B	`ed.`	Workshop Proceedings of the 7th International Conference on Intelligent Environments, IE 2011, Nottingham, United Kingdom, July 25-28, 2011 Intelligent Environments (Workshops) Juan Carlos Augusto, Hamid K. Aghajan, Victor Callaghan, Diane J. Cook, John O'Donoghue, Simon Egerton, Michael Gardner, Brian David Johnson, Yevgeniya Kovalchuk, Ramón López-Cózar, Peter Mikulecký, Jason W. P. Ng, Ronald Poppe, Minjuan Wang, Víctor Zamudio
2010	B	`conf`	A Data Mining Framework for Activity Recognition in Smart Environments. Intelligent Environments Chao Chen, Barnan Das, Diane J. Cook
2010	B	`conf`	A fuzzy based verification agent for the Persim human activity simulator in Ambient Intelligent Environments. FUZZ-IEEE Amr Elfaham, Hani Hagras, Sumi Helal, Shantonu Hossain, Jaewoong Lee, Diane J. Cook
2010	—	`conf`	Activity Recognition Based on Home to Home Transfer Learning. Plan, Activity, and Intent Recognition Parisa Rashidi, Diane J. Cook
2010	—	`conf`	Automated Prompting in a Smart Home Environment. ICDM Workshops Barnan Das, Chao Chen, Nairanjana Dasgupta, Diane J. Cook, Adriana M. Seelye
2010	B	`conf`	Automatic Modeling of Frequent User Behaviours in Intelligent Environments. Intelligent Environments Asier Aztiria, Alberto Izaguirre, Rosa Basagoiti, Juan Carlos Augusto, Diane J. Cook
2010	—	`conf`	Conditional random fields for activity recognition in smart environments. IHI Ehsan Nazerfard, Barnan Das, Lawrence B. Holder, Diane J. Cook
2010	B	`conf`	Designing Lightweight Software Architectures for Smart Environments. Intelligent Environments Jim Kusznir, Diane J. Cook
2010	J	`jnl`	Detection of Social Interaction in Smart Spaces. Cybern. Syst. Diane J. Cook, Aaron S. Crandall, Geetika Singla, Brian L. Thomas
2010	—	`conf`	Discovering Temporal Features and Relations of Activity Patterns. ICDM Workshops Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
2010	B	`conf`	Energy Prediction in Smart Environments. Intelligent Environments (Workshops) Chao Chen, Barnan Das, Diane J. Cook
2010	—	`conf`	First IEEE International Workshop on Smart Environments SmartE 2010: Message from the workshop chairs. PerCom Workshops Diane J. Cook, Michael Weber
2010	J	`jnl`	Human Activity Recognition and Pattern Discovery. IEEE Pervasive Comput. Eunju Kim, Sumi Helal, Diane J. Cook
2010	—	`ch.`	Learning Activity Models for Multiple Agents in a Smart Space. Handbook of Ambient Intelligence and Smart Environments Aaron S. Crandall, Diane J. Cook
2010	A*	`conf`	Mining Sensor Streams for Discovering Human Activity Patterns over Time. ICDM Parisa Rashidi, Diane J. Cook
2010	—	`conf`	Mining and monitoring patterns of daily routines for assisted living in real world settings. IHI Parisa Rashidi, Diane J. Cook
2010	B	`conf`	Outlier Detection in Smart Environment Structured Power Datasets. Intelligent Environments Vikramaditya R. Jakkula, Diane J. Cook
2010	J	`jnl`	Predicting air quality in smart environments. J. Ambient Intell. Smart Environ. Seun Deleawe, Jim Kusznir, Brian T. Lamb, Diane J. Cook
2010	J	`jnl`	Recognizing independent and joint activities among multiple residents in smart environments. J. Ambient Intell. Humaniz. Comput. Geetika Singla, Diane J. Cook, Maureen Schmitter-Edgecombe
2010	B	`conf`	Using a Hidden Markov Model for Resident Identification. Intelligent Environments Aaron S. Crandall, Diane J. Cook
2010	B	`ed.`	Workshops Proceedings of the 6th International Conference on Intelligent Environments, Kuala Lumpur, Malaysia, 18-19 July 2010 Intelligent Environments (Workshops) Ramón López-Cózar, Hamid K. Aghajan, Juan Carlos Augusto, Diane J. Cook, John O'Donoghue, Victor Callaghan, Simon Egerton, Brian David Johnson
2009	J	`jnl`	Ambient intelligence and wearable computing: Sensors on the body, in the home, and beyond. J. Ambient Intell. Smart Environ. Diane J. Cook, Wen-Zhan Song
2009	J	`jnl`	Ambient intelligence: Technologies, applications, and opportunities. Pervasive Mob. Comput. Diane J. Cook, Juan Carlos Augusto, Vikramaditya R. Jakkula
2009	J	`jnl`	Coping with multiple residents in a smart environment. J. Ambient Intell. Smart Environ. Aaron S. Crandall, Diane J. Cook
2009	B	`conf`	Discovering Frequent Sets of Actions in Intelligent Environments. Intelligent Environments Asier Aztiria, Alberto Izaguirre, Rosa Basagoiti, Juan Carlos Augusto, Diane J. Cook
2009	C	`conf`	Empirical comparison of graph classification algorithms. CIDM Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook
2009	C	`conf`	Faster computation of the direct product kernel for graph classification. CIDM Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook
2009	B	`conf`	Interleaved Activity Recognition for Smart Home residents. Intelligent Environments Geetika Singla, Diane J. Cook
2009	J	`jnl`	Keeping the Resident in the Loop: Adapting the Smart Home to the User. IEEE Trans. Syst. Man Cybern. Part A Parisa Rashidi, Diane J. Cook
2009	J	`jnl`	Learning Video Preferences Using Visual Features and Closed Captions. IEEE Multim. Darin Brezeale, Diane J. Cook
2009	A*	`conf`	Learning patterns in the dynamics of biological networks. KDD Chang Hun You, Lawrence B. Holder, Diane J. Cook
2009	J	`jnl`	Making our environments intelligent. Pervasive Mob. Comput. Diane J. Cook, Hani Hagras, Victor Callaghan, Abdelsalam Helal
2009	—	`conf`	Monitoring Influenza Trends through Mining Social Media. BIOCOMP Courtney D. Corley, Armin R. Mikler, Karan P. Singh, Diane J. Cook
2009	J	`jnl`	Multi-agent smart environments. J. Ambient Intell. Smart Environ. Diane J. Cook
2009	—	`ch.`	Substructure Analysis of Metabolic Pathways by Graph-Based Relational Learning. Biomedical Data and Applications Chang Hun You, Lawrence B. Holder, Diane J. Cook
2009	B	`conf`	Synthesizing Datasets for Pervasive Spaces. Intelligent Environments Andres Mendez-Vazquez, Abdelsalam Helal, Diane J. Cook
2009	B	`conf`	The Darmstadt Challenge - The Turing Test Revisited. ICAART Juan Carlos Augusto, Marc Böhlen, Diane J. Cook, Felix Flentge, Goreti Marreiros, Carlos Ramos, Weijun Qin, Yue Suo
2009	J	`jnl`	The Fourth International Conference on Intelligent Environments (IE 08): A Report. AI Mag. Hani Hagras, Victor Callaghan, Diane J. Cook, Abdelsalam Helal
2009	B	`conf`	Transferring Learned Activities in Smart Environments. Intelligent Environments Parisa Rashidi, Diane J. Cook
2009	B	`ed.`	Workshops Proceedings of the 5th International Conference on Intelligent Environments, Barcelona, Spain, 19th of July, 2009 Intelligent Environments (Workshops) Michael Schneider, Alexander Kröner, Julio C. Encinas Alvarado, Andrés García Higuera, Juan Carlos Augusto, Diane J. Cook, Veikko Ikonen, Pavel Cech, Peter Mikulecký, Achilles Kameas, Victor Callaghan
2009	A*	`conf`	gRegress: Extracting Features from Graph Transactions for Regression. IJCAI Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook
2008	—	`conf`	An Adaptive Sensor Mining Framework for Pervasive Computing Applications. KDD Workshop on Knowledge Discovery from Sensor Data Parisa Rashidi, Diane J. Cook
2008	C	`conf`	An information theoretic approach for the discovery of irregular and repetitive patterns in genomic data. CIBCB Willard Davis, Ananth Kalyanaraman, Diane J. Cook
2008	—	`conf`	Artificial intelligence on the body, in the home, and beyond. BODYNETS Diane J. Cook
2008	J	`jnl`	Automatic Video Classification: A Survey of the Literature. IEEE Trans. Syst. Man Cybern. Part C Darin Brezeale, Diane J. Cook
2008	J	`jnl`	Defining the Scope of SMCB. IEEE Trans. Syst. Man Cybern. Part B Diane J. Cook
2008	—	`conf`	Dynamic Graph-based Relational Learning of Temporal Patterns in Biological Networks Changing over Time. BIOCOMP Chang Hun You, Lawrence B. Holder, Diane J. Cook
2008	J	`jnl`	Dynamic intimate contact social networks and epidemic interventions. Int. J. Funct. Informatics Pers. Medicine Courtney D. Corley, Armin R. Mikler, Diane J. Cook, Karan P. Singh
2008	—	`conf`	Graph-Based Data Mining in Dynamic Networks: Empirical Comparison of Compression-Based and Frequency-Based Subgraph Mining. ICDM Workshops Chang Hun You, Lawrence B. Holder, Diane J. Cook
2008	J	`jnl`	Inference of Edge Replacement Graph Grammars. Int. J. Artif. Intell. Tools Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook
2008	J	`jnl`	Inferring Graph Grammars by Detecting Overlap in Frequent Subgraphs. Int. J. Appl. Math. Comput. Sci. Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook
2008	—	`conf`	Resident and Caregiver: Handling Multiple People in a Smart Care Facility. AAAI Fall Symposium: AI in Eldercare: New Solutions to Old Problems Aaron S. Crandall, Diane J. Cook
2008	C	`conf`	Temporal and structural analysis of biological networks in combination with microarray data. CIBCB Chang Hun You, Lawrence B. Holder, Diane J. Cook
2008	—	`conf`	The Integraton of Graph-Based Knowledge Discovery with Image Segmentation Hierarchies for Data Analysis, Data Mining and Knowledge Discovery. IGARSS (3) James C. Tilton, Diane J. Cook, Nikhil S. Ketkar
2007	J	`jnl`	Data Mining for Hierarchical Model Creation. IEEE Trans. Syst. Man Cybern. Part C G. Michael Youngblood, Diane J. Cook
2007	J	`jnl`	Editorial. IEEE Trans. Syst. Man Cybern. Part B Diane J. Cook
2007	C	`conf`	Generating social networks of intimate contacts for the study of public health intervention strategies. BIBE Courtney D. Corley, Lindsey Brown, Armin R. Mikler, Diane J. Cook, Karan P. Singh
2007	J	`jnl`	Graph-Based Analysis of Human Transfer Learning Using a Game Testbed. IEEE Trans. Knowl. Data Eng. Diane J. Cook, Lawrence B. Holder, G. Michael Youngblood
2007	J	`jnl`	How smart are our environments? An updated look at the state of the art. Pervasive Mob. Comput. Diane J. Cook, Sajal K. Das
2007	Misc	`conf`	Inference of Edge Replacement Graph Grammars. FLAIRS Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook
2007	J	`jnl`	Inference of node replacement graph grammars. Intell. Data Anal. Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook
2007	—	`conf`	Inhabitant Guidance of Smart Environments. HCI (2) Parisa Rashidi, G. Michael Youngblood, Diane J. Cook, Sajal K. Das
2007	—	`conf`	Knowledge Discovery in Entity Based Smart Environment Resident Data Using Temporal Relation Based Data Mining. ICDM Workshops Vikramaditya R. Jakkula, Aaron S. Crandall, Diane J. Cook
2007	—	`conf`	Learning Node Replacement Graph Grammars in Metabolic Pathways. BIOCOMP Jacek P. Kukluk, Chang Hun You, Lawrence B. Holder, Diane J. Cook
2007	—	`ch.`	Learning from Supervised Graphs. Applied Graph Theory in Computer Vision and Pattern Recognition Joseph T. Potts, Diane J. Cook, Lawrence B. Holder
2007	J	`jnl`	Making Sense of Sensor Data. IEEE Pervasive Comput. Diane J. Cook
2007	J	`jnl`	Online Sequential Prediction via Incremental Parsing: The Active LeZi Algorithm. IEEE Intell. Syst. Karthik Gopalratnam, Diane J. Cook
2007	—	`conf`	Prediction Models for a Smart Home Based Health Care System. AINA Workshops (2) Vikramaditya R. Jakkula, Diane J. Cook, Gaurav Jain
2006	—	`ch.`	A Multi-agent Approach to Controlling a Smart Environment. Designing Smart Homes Diane J. Cook, G. Michael Youngblood, Sajal K. Das
2006	—	`conf`	Application of Graph-based Data Mining to Metabolic Pathways. ICDM Workshops Chang Hun You, Lawrence B. Holder, Diane J. Cook
2006	C	`conf`	Designing and Modeling Smart Environments (Invited Paper). WOWMOM Sajal K. Das, Diane J. Cook
2006	B	`conf`	Graph Grammar Induction on Structural Data for Visual Programming. ICTAI Keven Ates, Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook, Kang Zhang
2006	J	`jnl`	Health Monitoring and Assistance to Support Aging in Place. J. Univers. Comput. Sci. Diane J. Cook
2006	A	`conf`	Inference of Node Replacement Recursive Graph Grammars. SDM Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook
2006	B	`conf`	Mining from Time Series Human Movement Data. SMC Chiu-Che Tseng, Diane J. Cook
2006	J	`jnl`	Structure Discovery in Sequentially-connected Data Streams. Int. J. Artif. Intell. Tools Jeffrey Coble, Diane J. Cook, Lawrence B. Holder
2006	J	`jnl`	The 2005 International Florida Artificial Intelligence Research Society Conference: A Report. AI Mag. Ingrid Russell, Zdravko Markov, Lawrence B. Holder, Diane J. Cook
2005	A*	`conf`	A Learning Architecture for Automating the Intelligent Environment. AAAI G. Michael Youngblood, Diane J. Cook, Lawrence B. Holder
2005	Misc	`conf`	A Serial Partitioning Approach to Scaling Graph-Based Knowledge Discovery. FLAIRS Runu Rathi, Diane J. Cook, Lawrence B. Holder
2005	Misc	`conf`	Automated HPOMDP Construction through Data-mining Techniques in the Intelligent Environment Domain. FLAIRS G. Michael Youngblood, Edwin O. Heierman III, Diane J. Cook, Lawrence B. Holder
2005	A*	`conf`	Automation Intelligence for the Smart Environment. IJCAI G. Michael Youngblood, Edwin O. Heierman III, Lawrence B. Holder, Diane J. Cook
2005	J	`jnl`	Comparison of graph-based and logic-based multi-relational data mining. SIGKDD Explor. Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook
2005	—	`conf`	Designing Smart Environments: A Paradigm Based on Learning and Prediction. PReMI Sajal K. Das, Diane J. Cook
2005	J	`jnl`	Graph-based Relational Learning with Application to Security. Fundam. Informaticae Lawrence B. Holder, Diane J. Cook, Jeffrey Coble, Maitrayee Mukherjee
2005	J	`jnl`	Iterative Structure Discovery in Graph-Based Data. Int. J. Artif. Intell. Tools Jeffrey Coble, Runu Rathi, Diane J. Cook, Lawrence B. Holder
2005	Misc	`conf`	Learning from Examples in a Single Graph. FLAIRS Joseph T. Potts, Diane J. Cook, Lawrence B. Holder
2005	A*	`conf`	Managing Adaptive Versatile Environments. PerCom G. Michael Youngblood, Lawrence B. Holder, Diane J. Cook
2005	J	`jnl`	Managing Adaptive Versatile environments. Pervasive Mob. Comput. G. Michael Youngblood, Diane J. Cook, Lawrence B. Holder
2005	B	`conf`	Seamlessly engineering a smart environment. SMC G. Michael Youngblood, Diane J. Cook, Lawrence B. Holder
2005	—	`book`	Smart environments - technology, protocols and applications. Diane J. Cook, Sajal K. Das
2005	Misc	`conf`	Structure Discovery in Sequentially Connected Data. FLAIRS Jeffrey Coble, Diane J. Cook, Lawrence B. Holder
2005	Misc	`conf`	Text Classification Using Graph-Encoded Linguistic Elements. FLAIRS Kevin R. Gee, Diane J. Cook
2004	J	`jnl`	Active Lezi: an Incremental Parsing Algorithm for Sequential Prediction. Int. J. Artif. Intell. Tools Karthik Gopalratnam, Diane J. Cook
2004	J	`jnl`	Algorithm and Experiments in Testing Planar Graphs for Isomorphism. J. Graph Algorithms Appl. Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook
2004	Misc	`conf`	Attribute-Value Selection Based on Minimum Description Length. IC-AI Istvan Jonyer, Lawrence B. Holder, Diane J. Cook
2004	J	`jnl`	Enhancing computer science education with a wireless intelligent simulation environment. J. Comput. High. Educ. Diane J. Cook, Manfred Huber, Ramesh Yerraballi, Lawrence B. Holder
2004	J	`jnl`	Mdl-based context-free graph grammar induction and applications. Int. J. Artif. Intell. Tools Istvan Jonyer, Lawrence B. Holder, Diane J. Cook
2004	J	`jnl`	PREDIcting inhabitant action using action and task models with application to smart homes. Int. J. Artif. Intell. Tools Sira Panduranga Rao, Diane J. Cook
2004	J	`jnl`	Structural web search engine. Int. J. Artif. Intell. Tools Arash Rakhshan, Lawrence B. Holder, Diane J. Cook
2004	Misc	`conf`	Structure Discovery from Sequential Data. FLAIRS Jeffrey Coble, Diane J. Cook, Lawrence B. Holder, Runu Rathi
2003	Misc	`conf`	Active LeZi: An Incremental Parsing Algorithm for Sequential Prediction. FLAIRS Karthik Gopalratnam, Diane J. Cook
2003	A*	`conf`	Graph-based anomaly detection. KDD Caleb C. Noble, Diane J. Cook
2003	J	`jnl`	Graph-based relational learning: current and future directions. SIGKDD Explor. Lawrence B. Holder, Diane J. Cook
2003	Misc	`conf`	Identifying Inhabitants of an Intelligent Environment Using a Graph-Based Data Mining System. FLAIRS Ritesh Mehta, Diane J. Cook, Lawrence B. Holder
2003	A*	`conf`	Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns. ICDM Edwin O. Heierman III, Diane J. Cook
2003	Misc	`conf`	Improving the Performance of Action Prediction through Identification of Abstract Tasks. FLAIRS Sira Panduranga Rao, Diane J. Cook
2003	J	`jnl`	Incorporating decision-theoretic planning in a robot architecture. Robotics Auton. Syst. Gilbert L. Peterson, Diane J. Cook
2003	A*	`conf`	Location Aware Resource Management in Smart Homes. PerCom Abhishek Roy, Soumya K. Das Bhaumik, Amiya Bhattacharya, Kalyan Basu, Diane J. Cook, Sajal K. Das
2003	Misc	`conf`	MDL-Based Context-Free Graph Grammar Induction. FLAIRS Istvan Jonyer, Lawrence B. Holder, Diane J. Cook
2003	A*	`conf`	MavHome: An Agent-Based Smart Home. PerCom Diane J. Cook, G. Michael Youngblood, Edwin O. Heierman III, Karthik Gopalratnam, Sira Rao, Andrey Litvin, Farhan Khawaja
2003	J	`jnl`	ONASI: Online Agent Modeling Using a Scalable Markov Model. Int. J. Pattern Recognit. Artif. Intell. Priyath T. Sandanayake, Diane J. Cook
2003	Misc	`conf`	Structural Web Search Engine. FLAIRS Arash Rakhshan, Lawrence B. Holder, Diane J. Cook
2003	A	`conf`	User-guided reinforcement learning of robot assistive tasks for an intelligent environment. IROS Yi Wang, Manfred Huber, Vinay N. Papudesi, Diane J. Cook
2003	J	`jnl`	Using a Graph-Based Data Mining System to Perform Web Search. Int. J. Pattern Recognit. Artif. Intell. Diane J. Cook, Nitish Manocha, Lawrence B. Holder
2002	J	`jnl`	A matrix formulation for integrating assembly trees and manufacturing resource planning with capacity constraints. J. Intell. Manuf. Billy Harris, Frank L. Lewis, Diane J. Cook
2002	Misc	`conf`	Enhancing Structure Discovery for Data Mining in Graphical Databases Using Evolutionary Programming. FLAIRS Sanghamitra Bandyopadhyay, Ujjwal Maulik, Diane J. Cook, Lawrence B. Holder, Yousuf Ajmerwala
2002	B	`conf`	Experimental Comparison of Graph-Based Relational Concept Learning with Inductive Logic Programming Systems. ILP Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook
2002	A*	`conf`	Graph-Based Relational Concept Learning. ICML Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook
2002	Misc	`conf`	Imitating Agent Game Strategies Using a Scalable Markov Model. FLAIRS Priyath T. Sandanayake, Diane J. Cook
2002	Misc	`conf`	Part Routing in an Automated Manufacturing System. PDPTA Billy Harris, Diane J. Cook, Frank L. Lewis
2002	J	`jnl`	The role of prediction algorithms in the MavHome smart home architecture. IEEE Wirel. Commun. Sajal K. Das, Diane J. Cook, Amiya Bhattacharya, Edwin O. Heierman III, Tze-Yun Lin
2001	Misc	`conf`	A Client-Server Interactive Tool for Integrated Artificial Intelligence Curriculum. FLAIRS Diane J. Cook, Lawrence B. Holder
2001	J	`jnl`	A client-server computational tool for integrated artificial intelligence curriculum. J. Comput. High. Educ. Lawrence B. Holder, Diane J. Cook
2001	J	`jnl`	Approaches to Parallel Graph-Based Knowledge Discovery. J. Parallel Distributed Comput. Diane J. Cook, Lawrence B. Holder, Gehad Galal, Ron Maglothin
2001	Misc	`conf`	Approximate Association Rule Mining. FLAIRS Jyothsna R. Nayak, Diane J. Cook
2001	J	`jnl`	Cover story: structural Web search using a graph-based discovery system. Intell. Nitish Manocha, Diane J. Cook, Lawrence B. Holder
2001	J	`jnl`	Developing a Tool for Unified Cognitive Modeling Using a Model of Learning and Understanding in Young Children. Int. J. Artif. Intell. Tools Charles Hannon, Diane J. Cook
2001	Misc	`conf`	Exploring the Use of Cognitive Models in AI Applications Using the Stroop Effect. FLAIRS Charles Hannon, Diane J. Cook
2001	Misc	`conf`	Graph-Based Concept Learning. FLAIRS Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook
2001	J	`jnl`	Graph-Based Hierarchical Conceptual Clustering. Int. J. Artif. Intell. Tools Istvan Jonyer, Lawrence B. Holder, Diane J. Cook
2001	J	`jnl`	Graph-Based Hierarchical Conceptual Clustering. J. Mach. Learn. Res. Istvan Jonyer, Diane J. Cook, Lawrence B. Holder
2001	Misc	`conf`	Structural Web Search Using a Graph-Based Discovery System. FLAIRS Nitish Manocha, Diane J. Cook, Lawrence B. Holder
2000	Misc	`conf`	A Parallel Approach to Modeling Language Learning and Understanding in Young Children. FLAIRS Charles Hannon, Diane J. Cook
2000	Misc	`conf`	A Parallel Approach to Unified Cognitive Modeling of Language Processing within a Visual Context. AI Charles Hannon, Diane J. Cook
2000	J	`jnl`	An event set approach to sequence discovery in medical data. Intell. Data Anal. Jorge C. G. Ramirez, Diane J. Cook, Lynn L. Peterson, Dolores M. Peterson
2000	Misc	`conf`	Discovering Structural Patterns in Telecommunications Data. FLAIRS Andi Baritchi, Diane J. Cook, Lawrence B. Holder
2000	—	`conf`	Graph Based Concept Learning. AAAI/IAAI Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook
2000	J	`jnl`	Graph-Based Data Mining. IEEE Intell. Syst. Diane J. Cook, Lawrence B. Holder
2000	—	`conf`	Graph-Based Hierarchical Conceptual Clustering in Structural Databases. AAAI/IAAI Istvan Jonyer, Lawrence B. Holder, Diane J. Cook
2000	Misc	`conf`	Graph-Based Hierarchical Conceptual Clustering. FLAIRS Istvan Jonyer, Lawrence B. Holder, Diane J. Cook
2000	Misc	`conf`	Real-Time Learning when Concepts Shift. FLAIRS Jeffrey Coble, Diane J. Cook
2000	Misc	`conf`	Structural Knowledge Discovery Used to Analyze Earthquake Activity. FLAIRS Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook
1999	Misc	`conf`	Adaptive Parallel Search for Theorem Proving. FLAIRS Diane J. Cook, Charles Hannon
1999	Misc	`conf`	Anytime Planning for Optimal Tradeoff between Deliberative and Reactive Planning. FLAIRS Will Briggs, Diane J. Cook
1999	Misc	`conf`	Application of Knowledge Discovery to Molecular Biology: Identifying Structural Regularities in Proteins. Pacific Symposium on Biocomputing Shaobing Su, Diane J. Cook, Lawrence B. Holder
1999	Misc	`conf`	Applying the Subdue Substructure Discovery System to the Chemical Toxicity Domain. FLAIRS Ravindra N. Chittimoori, Lawrence B. Holder, Diane J. Cook
1999	—	`conf`	Decision-Theoretic Layered Robotic Control Architecture. AAAI/IAAI Gilbert L. Peterson, Diane J. Cook
1999	—	`ch.`	Discovering Concepts in Structural Data. Pattern Discovery in Biomolecular Data Diane J. Cook, Lawrence B. Holder, Gehad Galal
1999	J	`jnl`	Experimentation-Driven Knowledge Acquisition for Planning. Comput. Intell. Kang Soo Tae, Diane J. Cook, Lawrence B. Holder
1999	J	`jnl`	Exploiting Parallelism in a Structural Scientific Discovery System to Improve Scalability. J. Am. Soc. Inf. Sci. Gehad Galal, Diane J. Cook, Lawrence B. Holder
1999	J	`jnl`	Knowledge discovery in molecular biology: Identifying structural regularities in proteins. Intell. Data Anal. Shaobing Su, Diane J. Cook, Lawrence B. Holder
1998	J	`jnl`	Adaptive Parallel Iterative Deepening Search. J. Artif. Intell. Res. Diane J. Cook, R. Craig Varnell
1998	Misc	`conf`	Coupling Two Complementary Knowledge Discovery Systems. FLAIRS Lawrence B. Holder, Diane J. Cook
1998	Misc	`conf`	DFA Learning of Opponent Strategies. FLAIRS Gilbert L. Peterson, Diane J. Cook
1998	—	`conf`	Exploiting Parallelism in Knowledge Discovery Systems to Improve Scalability. HICSS (5) Gehad Galal, Diane J. Cook, Lawrence B. Holder
1998	Misc	`conf`	Integrating Hierarchical and Analogical Planning. FLAIRS Billy Harris, Diane J. Cook
1998	Misc	`conf`	Integrating Machine Learning in Parallel Heuristic Search. FLAIRS R. Craig Varnell, Diane J. Cook
1998	J	`jnl`	Machine planning for manufacturing: dynamic resource allocation and on-line supervisory control. J. Intell. Manuf. Billy Harris, Diane J. Cook, Frank L. Lewis
1998	Misc	`ed.`	Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, May 18-20, 1998, Sanibel Island, Florida, USA FLAIRS Diane J. Cook
1997	—	`ch.`	A hybrid approach to improving the performance of parallel search. Parallel Processing for Artificial Intelligence 3 Diane J. Cook
1997	J	`jnl`	An Emprirical Study of Domain Knowledge and Its Benefits to Substructure Discovery. IEEE Trans. Knowl. Data Eng. Surnjani Djoko, Diane J. Cook, Lawrence B. Holder
1997	A*	`conf`	Improving Scalability in a Scientific Discovery System by Exploiting Parallelism. KDD Gehad Galal, Diane J. Cook, Lawrence B. Holder
1997	—	`conf`	Maximizing the Benefits of Parallel Search Using Machine Learning. AAAI/IAAI Diane J. Cook, R. Craig Varnell
1996	J	`jnl`	Decision-Theoretic Cooperative Sensor Planning. IEEE Trans. Pattern Anal. Mach. Intell. Diane J. Cook, Piotr J. Gmytrasiewicz, Lawrence B. Holder
1996	A*	`conf`	Experimental Knowledge Acquisition for Planning. ICML Kang Soo Tae, Diane J. Cook
1996	J	`jnl`	Scalable Discovery of Informative Structural Concepts Using Domain Knowledge. IEEE Expert Diane J. Cook, Lawrence B. Holder, Surnjani Djoko
1995	A*	`conf`	Analyzing the Benefits of Domain Knowledge in Substructure Discovery. KDD Surnjani Djoko, Diane J. Cook, Lawrence B. Holder
1995	A*	`conf`	Flexible Social Laws. IJCAI (1) Will Briggs, Diane J. Cook
1995	J	`jnl`	Knowledge Discovery from Structural Data. J. Intell. Inf. Syst. Diane J. Cook, Lawrence B. Holder, Surnjani Djoko
1995	J	`jnl`	Learning Membership Functions in a Function-Based Object Recognition System. CoRR Kevin S. Woods, Diane J. Cook, Lawrence O. Hall, Kevin W. Bowyer, Louise Stark
1995	J	`jnl`	Learning Membership Functions in a Function-Based Object Recognition System. J. Artif. Intell. Res. Kevin S. Woods, Diane J. Cook, Lawrence O. Hall, Kevin W. Bowyer, Louise Stark
1994	C	`conf`	A Genetic Algorithm for Load Balancing in Parallel Computers. IEA/AIE Joseph Baumgartner, Diane J. Cook
1994	—	`conf`	A Genetic-Based Solution to Load Balancing in Parallel Computers. ACM Conference on Computer Science Joseph Baumgartner, Diane J. Cook
1994	C	`conf`	A Hybrid Parallel-Window/Distributed Tree Algorithm for Improving the Performance of Search-Related Tasks. IEA/AIE Shubha S. Nerur, Diane J. Cook
1994	—	`conf`	Reconfiguration of Multi-agent Planning Systems. AIPS Diane J. Cook
1994	J	`jnl`	Substructure Discovery Using Minimum Description Length and Background Knowledge CoRR Diane J. Cook, Lawrence B. Holder
1994	J	`jnl`	Substructure Discovery Using Minimum Description Length and Background Knowledge. J. Artif. Intell. Res. Diane J. Cook, Lawrence B. Holder
1994	—	`conf`	Substucture Discovery in the SUBDUE System. KDD Workshop Lawrence B. Holder, Diane J. Cook, Surnjani Djoko
1993	J	`jnl`	Discovery of Inexact Concepts from Structural Data. IEEE Trans. Knowl. Data Eng. Lawrence B. Holder, Diane J. Cook
1993	—	`conf`	Learning Fuzzy Membership Functions in a Function-Based Object Recognition System. Fuzzy Logic in Artificial Intelligence Kevin S. Woods, Diane J. Cook, Lawrence O. Hall, Louise Stark, Kevin W. Bowyer
1993	J	`jnl`	Massively Parallel IDA* Search. Int. J. Artif. Intell. Tools Diane J. Cook, Gary Lyons
1993	J	`jnl`	Parallel search using transformation-ordering Lterative-Deepening-A. Int. J. Intell. Syst. Diane J. Cook, Lawrence O. Hall, Willard Thomas
1992	A	`conf`	Adding Intelligence To Robot arm Path Planning Using A Graph-match Analogical Reasoning System. IROS Diane J. Cook
1992	—	`conf`	Fuzzy Substructure Discovery. ML Lawrence B. Holder, Diane J. Cook, Horst Bunke
1991	J	`jnl`	Application of parallelized analogical planning to engineering design. Appl. Intell. Diane J. Cook
1991	A*	`conf`	The Base Selection Task in Analogical Planning. IJCAI Diane J. Cook
1990	—	`conf`	Accelerated learning on the connection machine. SPDP Diane J. Cook, Lawrence B. Holder
1990	—	`conf`	Application of Parallelized Analogical Planning to Engineering Design. IEA/AIE (Vol. 2) Diane J. Cook