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
2002
2001
2000
1999
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.