| 2026 | AAAI | Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support. | Chibuike E. Ugwu, Roschelle Fritz, Diane J. Cook, Jana Doppa |
| 2020 | KDD | Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data. | Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook |
| 2020 | PERCOM | Digitally mapping the human behaviorome. | Diane J. Cook |
| 2017 | AAAI | Modeling Skewed Class Distributions by Reshaping the Concept Space. | Kyle D. Feuz, Diane J. Cook |
| 2017 | ICMLA | Thyme: Improving Smartphone Prompt Timing Through Activity Awareness. | Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane J. Cook, Lawrence B. Holder |
| 2017 | PERCOM | Using change point detection to automate daily activity segmentation. | Samaneh Aminikhanghahi, Diane J. Cook |
| 2017 | PERCOM | Measuring changes in gait and vehicle transfer ability during inpatient rehabilitation with wearable inertial sensors. | Vladimir Borisov, Gina Sprint, Diane J. Cook, Douglas Weeks |
| 2017 | PERCOM | 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 |
| 2016 | AAAI | Extracting Generalizable Spatial Features from Smart Phones Datasets. | Kevin Bouchard, Lawrence B. Holder, Diane J. Cook |
| 2016 | SmartComp | Detecting Health and Behavior Change by Analyzing Smart Home Sensor Data. | Gina Sprint, Diane J. Cook, Roschelle Fritz, Maureen Schmitter-Edgecombe |
| 2016 | SmartComp | Designing Wearable Sensor-Based Analytics for Quantitative Mobility Assessment. | Gina Sprint, Diane J. Cook, Douglas L. Weeks |
| 2015 | KDD | Data-Driven Activity Prediction: Algorithms, Evaluation Methodology, and Applications. | Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook |
| 2013 | AAAI | Preface. | Mehul Bhatt, Hans W. Guesgen, Diane J. Cook |
| 2013 | AAAI | Using Bayesian Networks for Daily Activity Prediction. | Ehsan Nazerfard, Diane J. Cook |
| 2013 | ICDM | wRACOG: A Gibbs Sampling-Based Oversampling Technique. | Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook |
| 2013 | ICDM | Handling Class Overlap and Imbalance to Detect Prompt Situations in Smart Homes. | Barnan Das, Narayanan Chatapuram Krishnan, Diane J. Cook |
| 2013 | PERCOM | Infrastructure-assisted smartphone-based ADL recognition in multi-inhabitant smart environments. | Nirmalya Roy, Archan Misra, Diane J. Cook |
| 2012 | ICDCS | FindingHuMo: Real-Time Tracking of Motion Trajectories from Anonymous Binary Sensing in Smart Environments. | Debraj De, Wen-Zhan Song, Mingsen Xu, Chengliang Wang, Diane J. Cook, Xiaoming Huo |
| 2011 | AAAI | Energy Outlier Detection in Smart Environments. | Chao Chen, Diane J. Cook |
| 2011 | AAAI | Detecting Anomalous Sensor Events in Smart Home Data for Enhancing the Living Experience. | Vikramaditya R. Jakkula, Diane J. Cook |
| 2011 | AAAI | Defining the Complexity of an Activity. | Yasamin Sahaf, Narayanan Chatapuram Krishnan, Diane J. Cook |
| 2011 | ICOST | An Automated Prompting System for Smart Environments. | Barnan Das, Chao Chen, Adriana M. Seelye, Diane J. Cook |
| 2011 | ICOST | Using Association Rule Mining to Discover Temporal Relations of Daily Activities. | Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook |
| 2011 | ICOST | Domain Selection and Adaptation in Smart Homes. | Parisa Rashidi, Diane J. Cook |
| 2011 | KDD | Ask me better questions: active learning queries based on rule induction. | Parisa Rashidi, Diane J. Cook |
| 2011 | PERCOM | Message from the general chairs. | Diane J. Cook, Jie Liu |
| 2010 | AAAI | Activity Recognition Based on Home to Home Transfer Learning. | Parisa Rashidi, Diane J. Cook |
| 2010 | ICDM | Automated Prompting in a Smart Home Environment. | Barnan Das, Chao Chen, Nairanjana Dasgupta, Diane J. Cook, Adriana M. Seelye |
| 2010 | ICDM | Discovering Temporal Features and Relations of Activity Patterns. | Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook |
| 2010 | ICDM | Mining Sensor Streams for Discovering Human Activity Patterns over Time. | Parisa Rashidi, Diane J. Cook |
| 2010 | PERCOM | First IEEE International Workshop on Smart Environments SmartE 2010: Message from the workshop chairs. | Diane J. Cook, Michael Weber |
| 2009 | CIDM | Empirical comparison of graph classification algorithms. | Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook |
| 2009 | CIDM | Faster computation of the direct product kernel for graph classification. | Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook |
| 2009 | ICAART | The Darmstadt Challenge - The Turing Test Revisited. | Juan Carlos Augusto, Marc Bhlen, Diane J. Cook, Felix Flentge, Goreti Marreiros, Carlos Ramos, Weijun Qin, Yue Suo |
| 2009 | IJCAI | gRegress: Extracting Features from Graph Transactions for Regression. | Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook |
| 2009 | KDD | Learning patterns in the dynamics of biological networks. | Chang Hun You, Lawrence B. Holder, Diane J. Cook |
| 2008 | CIBCB | An information theoretic approach for the discovery of irregular and repetitive patterns in genomic data. | Willard Davis, Ananth Kalyanaraman, Diane J. Cook |
| 2008 | CIBCB | Temporal and structural analysis of biological networks in combination with microarray data. | Chang Hun You, Lawrence B. Holder, Diane J. Cook |
| 2008 | ICDM | 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 |
| 2008 | IGARSS | 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 |
| 2008 | KDD | An Adaptive Sensor Mining Framework for Pervasive Computing Applications. | Parisa Rashidi, Diane J. Cook |
| 2007 | AINA | Prediction Models for a Smart Home Based Health Care System. | Vikramaditya R. Jakkula, Diane J. Cook, Gaurav Jain |
| 2007 | BIBE | 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 |
| 2007 | FlAIRS | Inference of Edge Replacement Graph Grammars. | Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook |
| 2007 | HCI | Inhabitant Guidance of Smart Environments. | Parisa Rashidi, G. Michael Youngblood, Diane J. Cook, Sajal K. Das |
| 2007 | ICDM | Knowledge Discovery in Entity Based Smart Environment Resident Data Using Temporal Relation Based Data Mining. | Vikramaditya R. Jakkula, Aaron S. Crandall, Diane J. Cook |
| 2006 | ICDM | Application of Graph-based Data Mining to Metabolic Pathways. | Chang Hun You, Lawrence B. Holder, Diane J. Cook |
| 2006 | ICTAI | Graph Grammar Induction on Structural Data for Visual Programming. | Keven Ates, Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook, Kang Zhang |
| 2006 | SMC | Mining from Time Series Human Movement Data. | Chiu-Che Tseng, Diane J. Cook |
| 2006 | WoWMoM | Designing and Modeling Smart Environments (Invited Paper). | Sajal K. Das, Diane J. Cook |
| 2006 | SDM | Inference of Node Replacement Recursive Graph Grammars. | Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook |
| 2005 | AAAI | A Learning Architecture for Automating the Intelligent Environment. | G. Michael Youngblood, Diane J. Cook, Lawrence B. Holder |
| 2005 | FlAIRS | Structure Discovery in Sequentially Connected Data. | Jeffrey Coble, Diane J. Cook, Lawrence B. Holder |
| 2005 | FlAIRS | Text Classification Using Graph-Encoded Linguistic Elements. | Kevin R. Gee, Diane J. Cook |
| 2005 | FlAIRS | Learning from Examples in a Single Graph. | Joseph T. Potts, Diane J. Cook, Lawrence B. Holder |
| 2005 | FlAIRS | A Serial Partitioning Approach to Scaling Graph-Based Knowledge Discovery. | Runu Rathi, Diane J. Cook, Lawrence B. Holder |
| 2005 | FlAIRS | 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 |
| 2005 | IJCAI | Automation Intelligence for the Smart Environment. | G. Michael Youngblood, Edwin O. Heierman III, Lawrence B. Holder, Diane J. Cook |
| 2005 | PERCOM | Managing Adaptive Versatile Environments. | G. Michael Youngblood, Lawrence B. Holder, Diane J. Cook |
| 2005 | SMC | Seamlessly engineering a smart environment. | G. Michael Youngblood, Diane J. Cook, Lawrence B. Holder |
| 2004 | FlAIRS | Structure Discovery from Sequential Data. | Jeffrey Coble, Diane J. Cook, Lawrence B. Holder, Runu Rathi |
| 2003 | FlAIRS | Active LeZi: An Incremental Parsing Algorithm for Sequential Prediction. | Karthik Gopalratnam, Diane J. Cook |
| 2003 | FlAIRS | MDL-Based Context-Free Graph Grammar Induction. | Istvan Jonyer, Lawrence B. Holder, Diane J. Cook |
| 2003 | FlAIRS | Identifying Inhabitants of an Intelligent Environment Using a Graph-Based Data Mining System. | Ritesh Mehta, Diane J. Cook, Lawrence B. Holder |
| 2003 | FlAIRS | Structural Web Search Engine. | Arash Rakhshan, Lawrence B. Holder, Diane J. Cook |
| 2003 | FlAIRS | Improving the Performance of Action Prediction through Identification of Abstract Tasks. | Sira Panduranga Rao, Diane J. Cook |
| 2003 | ICDM | Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns. | Edwin O. Heierman III, Diane J. Cook |
| 2003 | IROS | User-guided reinforcement learning of robot assistive tasks for an intelligent environment. | Yi Wang, Manfred Huber, Vinay N. Papudesi, Diane J. Cook |
| 2003 | KDD | Graph-based anomaly detection. | Caleb C. Noble, Diane J. Cook |
| 2003 | PERCOM | MavHome: An Agent-Based Smart Home. | Diane J. Cook, G. Michael Youngblood, Edwin O. Heierman III, Karthik Gopalratnam, Sira Rao, Andrey Litvin, Farhan Khawaja |
| 2003 | PERCOM | Location Aware Resource Management in Smart Homes. | Abhishek Roy, Soumya K. Das Bhaumik, Amiya Bhattacharya, Kalyan Basu, Diane J. Cook, Sajal K. Das |
| 2002 | FlAIRS | Enhancing Structure Discovery for Data Mining in Graphical Databases Using Evolutionary Programming. | Sanghamitra Bandyopadhyay, Ujjwal Maulik, Diane J. Cook, Lawrence B. Holder, Yousuf Ajmerwala |
| 2002 | FlAIRS | Imitating Agent Game Strategies Using a Scalable Markov Model. | Priyath T. Sandanayake, Diane J. Cook |
| 2002 | ICML | Graph-Based Relational Concept Learning. | Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook |
| 2002 | ILP | Experimental Comparison of Graph-Based Relational Concept Learning with Inductive Logic Programming Systems. | Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook |
| 2002 | PDPTA | Part Routing in an Automated Manufacturing System. | Billy Harris, Diane J. Cook, Frank L. Lewis |
| 2001 | FlAIRS | A Client-Server Interactive Tool for Integrated Artificial Intelligence Curriculum. | Diane J. Cook, Lawrence B. Holder |
| 2001 | FlAIRS | Graph-Based Concept Learning. | Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook |
| 2001 | FlAIRS | Exploring the Use of Cognitive Models in AI Applications Using the Stroop Effect. | Charles Hannon, Diane J. Cook |
| 2001 | FlAIRS | Structural Web Search Using a Graph-Based Discovery System. | Nitish Manocha, Diane J. Cook, Lawrence B. Holder |
| 2001 | FlAIRS | Approximate Association Rule Mining. | Jyothsna R. Nayak, Diane J. Cook |
| 2000 | AAAI | Graph Based Concept Learning. | Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook |
| 2000 | AAAI | Graph-Based Hierarchical Conceptual Clustering in Structural Databases. | Istvan Jonyer, Lawrence B. Holder, Diane J. Cook |
| 2000 | AI | A Parallel Approach to Unified Cognitive Modeling of Language Processing within a Visual Context. | Charles Hannon, Diane J. Cook |
| 2000 | FlAIRS | Discovering Structural Patterns in Telecommunications Data. | Andi Baritchi, Diane J. Cook, Lawrence B. Holder |
| 2000 | FlAIRS | Real-Time Learning when Concepts Shift. | Jeffrey Coble, Diane J. Cook |
| 2000 | FlAIRS | Structural Knowledge Discovery Used to Analyze Earthquake Activity. | Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook |
| 2000 | FlAIRS | A Parallel Approach to Modeling Language Learning and Understanding in Young Children. | Charles Hannon, Diane J. Cook |
| 2000 | FlAIRS | Graph-Based Hierarchical Conceptual Clustering. | Istvan Jonyer, Lawrence B. Holder, Diane J. Cook |
| 1999 | AAAI | Decision-Theoretic Layered Robotic Control Architecture. | Gilbert L. Peterson, Diane J. Cook |
| 1999 | FlAIRS | Anytime Planning for Optimal Tradeoff between Deliberative and Reactive Planning. | Will Briggs, Diane J. Cook |
| 1999 | FlAIRS | Applying the Subdue Substructure Discovery System to the Chemical Toxicity Domain. | Ravindra N. Chittimoori, Lawrence B. Holder, Diane J. Cook |
| 1999 | FlAIRS | Adaptive Parallel Search for Theorem Proving. | Diane J. Cook, Charles Hannon |
| 1999 | PSB | Application of Knowledge Discovery to Molecular Biology: Identifying Structural Regularities in Proteins. | Shaobing Su, Diane J. Cook, Lawrence B. Holder |
| 1998 | FlAIRS | Integrating Hierarchical and Analogical Planning. | Billy Harris, Diane J. Cook |
| 1998 | FlAIRS | Coupling Two Complementary Knowledge Discovery Systems. | Lawrence B. Holder, Diane J. Cook |
| 1998 | FlAIRS | DFA Learning of Opponent Strategies. | Gilbert L. Peterson, Diane J. Cook |
| 1998 | FlAIRS | Integrating Machine Learning in Parallel Heuristic Search. | R. Craig Varnell, Diane J. Cook |
| 1997 | AAAI | Maximizing the Benefits of Parallel Search Using Machine Learning. | Diane J. Cook, R. Craig Varnell |
| 1997 | KDD | Improving Scalability in a Scientific Discovery System by Exploiting Parallelism. | Gehad Galal, Diane J. Cook, Lawrence B. Holder |
| 1996 | ICML | Experimental Knowledge Acquisition for Planning. | Kang Soo Tae, Diane J. Cook |
| 1995 | IJCAI | Flexible Social Laws. | Will Briggs, Diane J. Cook |
| 1995 | KDD | Analyzing the Benefits of Domain Knowledge in Substructure Discovery. | Surnjani Djoko, Diane J. Cook, Lawrence B. Holder |
| 1994 | KDD | Substucture Discovery in the SUBDUE System. | Lawrence B. Holder, Diane J. Cook, Surnjani Djoko |
| 1993 | IJCAI | 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 |
| 1992 | ICML | Fuzzy Substructure Discovery. | Lawrence B. Holder, Diane J. Cook, Horst Bunke |
| 1992 | IROS | Adding Intelligence To Robot arm Path Planning Using A Graph-match Analogical Reasoning System. | Diane J. Cook |
| 1991 | IJCAI | The Base Selection Task in Analogical Planning. | Diane J. Cook |