| 2018 | WSDM | Percolator: Scalable Pattern Discovery in Dynamic Graphs. | Sutanay Choudhury, Sumit Purohit, Peng Lin, Yinghui Wu, Lawrence B. Holder, Khushbu Agarwal |
| 2017 | ICMLA | Thyme: Improving Smartphone Prompt Timing Through Activity Awareness. | Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane J. Cook, Lawrence B. Holder |
| 2017 | IJCNN | Deep learning approach to link weight prediction. | Yuchen Hou, Lawrence B. Holder |
| 2017 | SIGMOD | Using Graphical Features To Improve Demographic Prediction From Smart Phone Data. | Syeda Selina Akter, Lawrence B. Holder |
| 2016 | AAAI | Extracting Generalizable Spatial Features from Smart Phones Datasets. | Kevin Bouchard, Lawrence B. Holder, Diane J. Cook |
| 2015 | EDBT | A Selectivity based approach to Continuous Pattern Detection in Streaming Graphs. | Sutanay Choudhury, Lawrence B. Holder, George Chin Jr., Khushbu Agarwal, John Feo |
| 2014 | ICDM | Scalable SVM-Based Classification in Dynamic Graphs. | Yibo Yao, Lawrence B. Holder |
| 2014 | ICMLA | Activity Recognition Using Graphical Features. | Syeda Selina Akter, Lawrence B. Holder |
| 2014 | ICOST | Improving Activity Recognition in Smart Environments with Ontological Modeling. | Zachary Wemlinger, Lawrence B. Holder |
| 2013 | ICDM | Incremental Anomaly Detection in Graphs. | William Eberle, Lawrence B. Holder |
| 2013 | ISI | Towards a network-of-networks framework for cyber security. | Mahantesh Halappanavar, Sutanay Choudhury, Emilie Hogan, Peter Hui, John R. Johnson, Indrajit Ray, Lawrence B. Holder |
| 2013 | SIGMOD | StreamWorks: a system for dynamic graph search. | Sutanay Choudhury, Lawrence B. Holder, George Chin Jr., Abhik Ray, Sherman Beus, John Feo |
| 2013 | SIGMOD | Fast search for dynamic multi-relational graphs. | Sutanay Choudhury, Lawrence B. Holder, John Feo, George Chin Jr. |
| 2012 | CIBCB | Graph based MRI brain scan classification and correlation discovery. | S. Seth Long, Lawrence B. Holder |
| 2012 | FlAIRS | Graph-Based Anomaly Detection Applied to Homeland Security Cargo Screening. | William Eberle, Lawrence B. Holder, Beverly Massengill |
| 2012 | FlAIRS | Efficiency Improvements for Parallel Subgraph Miners. | Abhik Ray, Lawrence B. Holder |
| 2011 | FlAIRS | Graph-Based Knowledge Discovery: Compression versus Frequency. | William Eberle, Lawrence B. Holder |
| 2011 | FlAIRS | Handling of Numeric Ranges with the Subdue System. | Oscar E. Romero, Jesus A. Gonzalez, Lawrence B. Holder |
| 2011 | ICDM | Graph Based Classification of MRI Data Based on the Ventricular System. | S. Seth Long, Lawrence B. Holder |
| 2011 | ICOST | Using Graphs to Improve Activity Prediction in Smart Environments Based on Motion Sensor Data. | S. Seth Long, Lawrence B. Holder |
| 2011 | ICOST | The COSE Ontology: Bringing the Semantic Web to Smart Environments. | Zachary Wemlinger, Lawrence B. Holder |
| 2010 | FlAIRS | Using a Graph-Based Approach for Discovering Cybercrime. | William Eberle, Lawrence B. Holder, Jeffrey Graves |
| 2010 | FlAIRS | Handling of Numeric Ranges for Graph-Based Knowledge Discovery. | Oscar E. Romero, Jesus A. Gonzalez, Lawrence B. Holder |
| 2009 | CIDM | Mining for insider threats in business transactions and processes. | William Eberle, Lawrence B. Holder |
| 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 | FlAIRS | Discovering Anomalies to Multiple Normative Patterns in Structural and Numeric Data. | William Eberle, Lawrence B. Holder |
| 2009 | IJCAI | gRegress: Extracting Features from Graph Transactions for Regression. | Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook |
| 2009 | ISI | Applying graph-based anomaly detection approaches to the discovery of insider threats. | William Eberle, Lawrence B. Holder |
| 2009 | KDD | Learning patterns in the dynamics of biological networks. | Chang Hun You, Lawrence B. Holder, 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 |
| 2007 | FlAIRS | Inference of Edge Replacement Graph Grammars. | Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook |
| 2007 | ICDM | Discovering Structural Anomalies in Graph-Based Data. | William Eberle, Lawrence B. Holder |
| 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 | ISI | Detecting Anomalies in Cargo Using Graph Properties. | William Eberle, Lawrence B. Holder |
| 2006 | ISI | Classification of Threats Via a Multi-sensor Security Portal. | Amar Singh, Lawrence B. Holder |
| 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 | 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 |
| 2004 | FlAIRS | Agent-based Players for a First-person Entertainment-based Real-time Artificial Environment. | G. Michael Youngblood, Lawrence B. Holder |
| 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 | Evaluating Human-Consistent Behavior in a Real-time First-person Entertainment-based Artificial Environment. | G. Michael Youngblood, Lawrence B. Holder |
| 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 | 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 |
| 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 | Structural Web Search Using a Graph-Based Discovery System. | Nitish Manocha, Diane J. Cook, Lawrence B. Holder |
| 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 | FlAIRS | Discovering Structural Patterns in Telecommunications Data. | Andi Baritchi, Diane J. Cook, Lawrence B. Holder |
| 2000 | FlAIRS | Structural Knowledge Discovery Used to Analyze Earthquake Activity. | Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook |
| 2000 | FlAIRS | Graph-Based Hierarchical Conceptual Clustering. | Istvan Jonyer, Lawrence B. Holder, Diane J. Cook |
| 1999 | AAAI | Structural Knowledge Discovery in Chemical and Spatio-Temporal Databases. | Ravindra N. Chittimoori, Jesus A. Gonzalez, Lawrence B. Holder |
| 1999 | FlAIRS | Applying the Subdue Substructure Discovery System to the Chemical Toxicity Domain. | Ravindra N. Chittimoori, Lawrence B. Holder, Diane J. Cook |
| 1999 | PSB | Application of Knowledge Discovery to Molecular Biology: Identifying Structural Regularities in Proteins. | Shaobing Su, Diane J. Cook, Lawrence B. Holder |
| 1998 | FlAIRS | Coupling Two Complementary Knowledge Discovery Systems. | Lawrence B. Holder, Diane J. Cook |
| 1997 | KDD | Improving Scalability in a Scientific Discovery System by Exploiting Parallelism. | Gehad Galal, Diane J. Cook, Lawrence B. Holder |
| 1995 | IJCAI | Intermediate Decision Trees. | Lawrence B. Holder |
| 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 |
| 1992 | AAAI | Empirical Analysis of the General Utility Problem in Machine Learning. | Lawrence B. Holder |
| 1992 | ICML | Fuzzy Substructure Discovery. | Lawrence B. Holder, Diane J. Cook, Horst Bunke |
| 1990 | ICML | The General Utility Problem in Machine Learning. | Lawrence B. Holder |
| 1989 | ICML | Empirical Substructure Discovery. | Lawrence B. Holder |
| 1988 | ECAI | Towards Intelligent Machine Learning Algorithms. | Robert E. Stepp, Bradley L. Whitehall, Lawrence B. Holder |