Larry Holder

Professor
School of Electrical Engineering and Computer Science
Washington State University

Publications

2012

S. Long and L. Holder, "Graph-Based MRI Brain Scan Classification and Correlation Discovery," IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), May 2012.
W. Eberle, L. Holder and B. Massengill, "Graph-Based Anomaly Detection Applied to Homeland Security Cargo Screening," International Conference of the Florida Artificial Intelligence Research Society (FLAIRS), May 2012.
A. Ray and L. Holder, "Efficiency Improvements for Parallel Subgraph Miners," International Conference of the Florida Artificial Intelligence Research Society (FLAIRS), May 2012.
B. Das, A. Seelye, B. Thomas, D. Cook, L. Holder and M. Schmitter-Edgecombe, "Using Smart Phones for Context-Aware Prompting in Smart Environments," Workshop on Consumer eHealth Platforms, Services and Applications (CeHPSA) at the Consumer Communications and Networking Conference (CCNC), January 2012.

2011

S. Long and L. Holder, "Graph-Based Shape Analysis for MRI Classification," International Journal of Knowledge Discovery in Bioinformatics, 2(2):19-33, 2011.
S. Long and L. Holder, "Graph Based Classification of MRI Data Based on the Ventricular System," Workshop on Biological Data Mining and its Applications in Healthcare (BioDM) at the IEEE International Conference on Data Mining (ICDM), December 2011.
S. Choudhury, L. Holder, G. Chin and J. Feo, "Large-Scale Continuous Subgraph Queries on Streams", Workshop on High-Performance Computing meets Databases, Co-located with Supercomputing 2011, Seattle, WA, November 2011.
D. Cook, M. Schmitter-Edgecombe and L. Holder, "Gerontechnology Education: Beyond the Barriers," IEEE Pervasive Computing, 10(4):59-63, October-December 2011.
C. Josyln, S. al-Saffar, D. Haglin and L. Holder, "Combinatorial Information Theoretical Measurement of the Semantic Significance of Semantic Graph Motifs," Conference on Knowledge Discovery and Data Mining (KDD) Workshop on Mining Data Semantics (MDS), August 2011.
W. Eberle and L. Holder, "Compression versus Frequency for Mining Patterns and Anomalies in Graphs," Conference on Knowledge Discovery and Data Mining (KDD) Workshop on Mining and Learning with Graphs (MLG), August 2011.
O. Romero, J. Gonzalez and L. Holder, "Handling of Numeric Ranges for Graph-Based Knowledge Discovery," International Conference on Data Mining (DMIN), July 2011.
S. Long and L. Holder, "Using Graphs to Improve Activity Prediction in Smart Environments based on Motion Sensor Data," International Conference on Smart Homes and Health Telematics (ICOST), June 2011.
Z. Wemlinger and L. Holder, "The COSE Ontology: Bringing the Semantic Web to Smart Environments," International Conference on Smart Homes and Health Telematics (ICOST), June 2011.
W. Eberle and L. Holder, "Graph-based Knowledge Discovery: Compression vs. Frequency," International Conference of the Florida Artificial Intelligence Research Society (FLAIRS), May 2011.
O. Romero, J. Gonzalez and L. Holder, "Handling of Numeric Ranges with the SUBDUE System," International Conference of the Florida Artificial Intelligence Research Society (FLAIRS), May 2011.
D. Cook and L. Holder, "Sensor Selection to Support Practical Use of Health-Monitoring Smart Environments," Data Mining and Knowledge Discovery, Volume 1, Issue 4, July/August 2011.
P. Rashidi, D. Cook, L. Holder and M. Schmitter-Edgecombe, "Discovering Activities to Recognize and Track in a Smart Environment," IEEE Transactions on Knowledge and Data Engineering, Volume 23, Issue 4, April 2011.
W. Eberle, L. Holder and J. Graves, "Insider Threat Detection Using a Graph-based Approach," Journal of Applied Security Research, Volume 6, Issue 1, January 2011.

2010

W. Eberle and L. Holder, "Detecing Insider Threats Using a Graph-based Approach," Proceedings of the Center of Academic Excellence in Information Assurance Workshop on Insider Threat (CAEWIT) Workshop, November 2010.
E. Nazerfard, D. Cook and L. Holder, "Conditional Random Fields for Activity Recognition in Smart Environments," ACM International Health Informatics Symposium, November 2010.
R. Zou and L. Holder, "Frequent Subgraph Mining on a Single Large Graph Using Sampling Techniques," Workshop on Mining and Learning in Graphs (MLG), International Conference Knowledge Discovery and Data Mining (KDD), July 2010.
W. Eberle, L. Holder and J. Graves, "Using a Graph-Based Approach for Discovering Cybercrime," International Conference of the Florida Artificial Intelligence Research Society (FLAIRS), May 2010.
O. Romero, J. Gonzalez and L. Holder, "Handling of Numeric Ranges for Graph-Based Knowledge Discovery," International Conference of the Florida Artificial Intelligence Research Society (FLAIRS), May 2010.

2009

D. Cook, L. Holder, S. Thompson, P. Whitney and L. Chilton, "Graph-based Analysis of Nuclear Smuggling Data," Journal of Applied Security Research, Volume 4, Issue 4, October 2009.
C. You, L. Holder and D. Cook, "Substructure Analysis of Metabolic Pathways by Graph-based Relational Learning," In A. Sidhu and T. Dillon (Editors) Biomedical Data and Applications, Springer, September 2009.
N. Ketkar, L. Holder and D. Cook, "gRegress: Extracting Features from Graph Transactions for Regression," International Joint Conference on Artificial Intelligence (IJCAI), July 2009.
C. You, L. Holder and D. Cook, "Learning Patterns in the Dynamics of Biological Networks," ACM SIGKDD Conference on Knowledge Discovery and Data Mining, June 2009.
W. Eberle and L. Holder, "Applying Graph-based Anomaly Detection Approaches to the Discovery of Insider Threats," IEEE International Conference on Intelligence and Security Informatics (ISI), June 2009.
W. Eberle, L. Holder and D. Cook, "Identifying Threats Using Graph-Based Anomaly Detection," in J. Tsai and P. Yu (Editors), Machine Learning in Cyber Trust, Springer, May 2009.
W. Eberle and L. Holder, "Discovering Anomalies to Multiple Normative Patterns in Structural and Numeric Data," International Conference of the Florida Artificial Intelligence Research Society (FLAIRS), May 2009. Best Paper Award.
L. Holder, M. Kumar and R. Bruno, "Introduction to the special issue on homeland and global security," Pervasive and Mobile Computing Journal, Special Issue on Homeland and Global Security, Elsevier Publishing, Volume 5, Number 2, April 2009.
L. Holder, M. Kumar and R. Bruno (Editors), Pervasive and Mobile Computing Journal, Special Issue on Homeland and Global Security, Elsevier Publishing, Volume 5, Number 2, April 2009.
W. Eberle and L. Holder, "Graph-Based Approaches to Insider Threat Detection," Extended Abstract & Slides, Cyber Security and Information Intelligence Research Workshop, April 2009.
N. Ketkar, L. Holder and D. Cook, "Faster Computation of the Direct Product Kernel for Graph Classification," IEEE Workshop on Computational Intelligence and Data Mining, March 2009.
N. Ketkar, L. Holder and D. Cook, "Empirical Comparison of Graph Classification Algorithms," IEEE Workshop on Computational Intelligence and Data Mining, March 2009.
W. Eberle and L. Holder, "Mining for Insider Threats in Business Transactions and Processes," IEEE Workshop on Computational Intelligence and Data Mining, March 2009.
W. Eberle and L. Holder, "Insider Threat Detection Using Graph-Based Approaches," Cybersecurity Applications and Technologies Conference for Homeland Security (CATCH), March 2009.
L. Holder and D. Cook, "Graph-based Data Mining." In J. Wang (ed.) Encyclopedia of Data Warehousing and Mining, Second Edition, Idea Group Publishing, 2009. Also appears in 2006 first edition.

2008

C. You, L. Holder and D. Cook, "Graph-based Data Mining in Dynamic Networks: Empirical Comparison of Compression-based and Frequency-based Subgraph Mining," IEEE International Conference on Data Mining (ICDM) Workshop on Analysis of Dynamic Networks, December 2008.
A. Singh and L. Holder, "Strategic Path Planning on the Basis of Risk vs. Time," International Conference on Entertainment Computing, September 2008.
A. Christiansen, D. Johnson and L. Holder, "Game-based Simulation for the Evaluation of Threat Detection in a Seaport Environment," International Conference on Entertainment Computing, September 2008.
C. You, L. Holder and D. Cook, "Graph-based Temporal Mining of Metabolic Pathways with Microarray Data," ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD), August 2008.
C. You, L. Holder and D. Cook, "Temporal and Structural Analysis of Biological Networks in Combination with Microarray Data," IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, September 2008.
C. You, L. Holder and D. Cook, "Dynamic Graph-based Relational Learning of Temporal Patterns in Biological Networks Changing over Time," International Conference on Bioinformatics and Computational Biology (BIOCOMP), July 2008.
J. Kukluk, L. Holder and D. Cook, "Inference of Edge Replacement Graph Grammars," International Journal on Artificial Intelligence Tools, 17(3):539-554, June 2008.
Z. Markov, L. Holder, I. Jonyer and D. Bisant (Editors), International Journal on Artificial Intelligence Tools, Special Issue on Machine Learning, Data Mining and Neural Networks, World Scientific Publishing, Volume 17, Number 3, June 2008.
L. Holder and X. Yan, "Report on the First International Workshop on Mining Graphs and Complex Structures (MGCS'07)," SIGMOD Record, Volume 37, Number 1, March 2008.
M. Hudelson, N. Ketkar, L. Holder, T. Carlson, C. Peng, B. Waldher, and J. Jones. High Confidence Predictions of Drug-Drug Interactions: Predicting Affinities for Cytochrome P450 2C9 with Multiple Computational Methods. Journal of Medicinal Chemistry, 51(3):648-654, January 2008.
J. Kukluk, L. Holder and D. Cook, "Inferring Graph Grammars by Detecting Overlap in Frequent Subgraphs," International Journal of Applied Mathematics and Computer Science, Volume 18, Number 2, 2008.

2007

W. Eberle and L. Holder, "Anomaly Detection in Data Represented as Graphs," Intelligent Data Analysis, 11(6):663-690, December 2007.
D. Cook, L. Holder and G. M. Youngblood, "Graph-based Analysis of Human Transfer Learning Using a Game Testbed," IEEE Transactions on Knowledge and Data Engineering, 19(11):1465-1478, November 2007.
W. Eberle and L. Holder, "Discovering Structural Anomalies in Graph-based Data," IEEE International Conference on Data Mining Workshop on Mining Graphs and Complex Structures, October 2007.
J. Kukluk, L. Holder and D. Cook, "Inference of Node Replacement Graph Grammars," Intelligent Data Analysis, 11(4):377-400, September 2007.
J. Kukluk, L. Holder and D. Cook, "Inference of Node and Edge Replacement Graph Grammars," International Conference on Machine Learning (ICML) Workshop on Challenges and Applications of Grammar Induction, June 2007.
W. Eberle and L. Holder, "Mining for Structural Anomalies in Graph-Based Data," International Conference on Data Mining (DMIN-07), June 2007.
J. Kukluk, C. You, L. Holder and D. Cook, "Learning Node Replacement Graph Grammars in Metabolic Pathways," International Conference on Bioinformatics and Computational Biology (BIOCOMP-07), June 2007.
J. Kukluk, L. Holder and D. Cook, "Inference of Edge Replacement Graph Grammars," Proceedings of the Twentieth International Conference of the Florida AI Research Society (FLAIRS), May 2007.
J. Potts, D. Cook, and L. Holder, "Learning from Supervised Graphs," Applied Graph Theory in Computer Vision and Pattern Recognition (M. Last, A. Kandel, and H. Bunke, editors), Springer, 2007.

2006

C. You, L. Holder and D. Cook, "Application of Graph-based Data Mining to Metabolic Pathways," Workshop on Data Mining in Bioinformatics, IEEE International Conference on Data Mining, December 2006.
L. Holder, Z. Markov and I. Russell, "Advances in Knowledge Acquisition and Representation," International Journal on Artificial Intelligence Tools, Special Issue on Knowledge Acquisition and Representation, 15(6):867-874, December 2006.
J. Coble, D. Cook and L. Holder, "Structure Discovery in Sequentially-Connected Data Streams," International Journal on Artificial Intelligence Tools, 15(6):917-944, December 2006.
I. Russell, Z. Markov and L. Holder (Editors), International Journal on Artificial Intelligence Tools, Special Issue on Knowledge Acquisition and Representation, World Scientific Publishing, Volume 15, Number 6, December 2006.
D. Cook and L. Holder (Editors), Mining Graph Data, John Wiley & Sons, December 2006.
D. Cook, L. Holder and N. Ketkar, "Unsupervised and Supervised Pattern Learning in Graph Data," in D. Cook and L. Holder (Editors), Mining Graph Data, John Wiley & Sons, December 2006.
K. Ates, J. Kukluk, L. Holder, D. Cook and K. Zhang, "Graph Grammar Induction on Structural Data for Visual Programming," Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence, November 2006.
N. Ketkar, L. Holder and D. Cook, "Mining in the Proximity of Subgraphs," Proceedings of the ACM KDD Workshop on Link Analysis, August 2006.
J. Kukluk, C. You, L. Holder and D. Cook, "Discovering Recursive Patterns in Biological Networks (Abstract)," Dallas Area Bioinformatics and Computational Biology Workshop, August 2006. (Abstract, Poster).
G. M. Youngblood, B. Nolen, M. Ross, and L. Holder, "Building Test Beds for AI with the Q3 Mod Base," Proceedings of the Annual Artificial Intelligence for Interactive Digital Entertainment Conference, June 2006.
A. Singh and L. Holder, "Classification of Threats via a Multi-sensor Security Portal," Proceedings of the IEEE Intelligence and Security Informatics Conference, May 2006.
W. Eberle and L. Holder, "Detecting Anomalies in Cargo Shipments Using Graph Properties," Proceedings of the IEEE Intelligence and Security Informatics Conference, May 2006.
J. Kukluk, L. Holder and D. Cook, "Inference of Node Replacement Recursive Graph Grammars," Proceedings of the SIAM Conference on Data Mining, April 2006.
I. Russell, Z. Markov, L. Holder and D. Cook, "The 2005 International Florida Artificial Intelligence Research Society Conference (FLAIRS-05): A Report," AI Magazine, Volume 27, Number 1, Spring 2006.
C. Corley, D. Cook, L. Holder, and K. Singh, "Graph-based Data Mining in Epidemia and Terrorism Data," Proceedings of the Conference on Quantitative Methods and Statistical Applications in Defense and National Security, February 2006.

Below is only a partial list; still under construction...

2005

N. Ketkar, L. Holder and D. Cook, "Comparison of Graph-based and Logic-based MRDM," ACM SIGKDD Explorations Special Issue on Link Mining, Volume 7, Issue 2, December 2005.
G. M. Youngblood, D. Cook and L. Holder, "Managing Adaptive Versatile Environments," Journal of Pervasive and Mobile Computing, 1(4):373-403, December 2005.
S. Bandyopadhyay, U. Maulik, L. Holder and D. Cook (Editors), Advanced Methods for Knowledge Discovery from Complex Data, Springer, September 2005.
D. Cook, L. Holder, J. Coble and J. Potts, "Graph-based Mining of Complex Data," in S. Bandyopadhyay, U. Maulik, L. Holder and D. Cook (Editors), Advanced Methods for Knowledge Discovery from Complex Data, Springer, September 2005.
L. Holder, I. Russell, Z. Markov, A. Pipe and B. Carse, "Current and Future Trends in Feature Selection and Extraction for Classification Problems," International Journal on Pattern Recognition and Artificial Intelligence, Special Issue on Feature Selection and Extraction for Classification Problems, 19(2):133-142, March 2005.
I. Russell, Z. Markov, A. Pipe, B. Carse and L. Holder (Editors), International Journal on Pattern Recognition and Artificial Intelligence, Special Issue on Feature Selection and Extraction for Classification Problems, World Scientific Publishing, Volume 19, Number 2, March 2005.
L. Holder, D. Cook, J. Coble and M. Mukherjee, "Graph-based Relational Learning with Application to Security," Fundamenta Informaticae Special Issue on Mining Graphs, Trees and Sequences, 66(1-2):83-101, March 2005.
J. Coble, R. Rathi, D. Cook and L. Holder, "Iterative Structure Discovery in Graph-Based Data," International Journal on Artificial Intelligence Tools, Volume 14, Number 1-2, February-March, 2005.
L. Holder, D. Cook, J. Coble and M. Mukherjee, "Graph-based Relational Learning with Application to Security," in T. Washio, L. De Raedt, and J. Kok (eds.) Advances in Mining Graphs, Trees and Sequences, IOS Press, 2005.

2004

D. Cook, M. Huber, R. Yerraballi and L. Holder, "Enhancing Computer Science Education with a Wireless Intelligent Simulation Environment,” Journal of Computing in Higher Education, 16(1):106-127, Fall 2004
A. Rakhshan, L. Holder and D. Cook, "Structural Web Search Engine," International Journal on Artificial Intelligence Tools, 13(1):27-44, March 2004.
I. Jonyer, L. Holder and D. Cook, "MDL-Based Context-Free Graph Grammar Induction and Applications," International Journal on Artificial Intelligence Tools, 13(1):65-79, March 2004.
J. Kukluk, L. Holder and D. Cook, "Algorithms and Experiments in Testing Planar Graphs for Isomorphism," Journal of Graph Algorithms and Applications, Volume 8, Number 3, 2004.

2003

L. Holder, D. Cook, J. Gonzalez and I. Jonyer, "Structural Pattern Recognition in Graphs." In D. Chen and X. Cheng (eds.) Pattern Recognition and String Matching, Springer, November 2003.

2002

Paper 1, 2002.

2001

D. J. Cook, L. B. Holder, G. Galal and R. K. Maglothin, Approaches to Parallel Graph-Based Knowledge Discovery," Journal of Parallel and Distributed Computing, 61(3):427–446, March 2001.

2000

Paper 1, 2000.

1999

D. J. Cook, G. Galal and L. B. Holder, "Discovering Concepts in Structural Data." In J. T. L. Wang, B. A. Shapiro and D. Shasha (eds.) Pattern Discovery in Biomolecular Data: Tools, Techniques and Applications, Oxford University Press, 1999.

1998

Paper 1, 1998.

1997

D. J. Cook, P. Gmytrasiewicz and L. B. Holder, "Decision-Theoretic Multi-Agent Sensor Planning." In O. Firschein and T. Strat (eds.) Reconnaissance, Surveillance, and Target Acquisition for the Unmanned Ground Vehicle, pages 413-428, 1997.