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Note: Links lead to the DBLP on the Web. Lawrence B. Holder Amar Singh , Lawrence B. Holder: Classification of Threats Via a Multi-sensor Security Portal. ISI 2006 : 699-700 William Eberle , Lawrence B. Holder: Detecting Anomalies in Cargo Using Graph Properties. ISI 2006 : 728-730 G. Michael Youngblood , Diane J. Cook , Lawrence B. Holder: A Learning Architecture for Automating the Intelligent Environment. AAAI 2005 : 1576-1583 Jeffrey Coble , Diane J. Cook , Lawrence B. Holder: Structure Discovery in Sequentially Connected Data. FLAIRS Conference 2005 : 182-187 Runu Rathi , Diane J. Cook , Lawrence B. Holder: A Serial Partitioning Approach to Scaling Graph-Based Knowledge Discovery. FLAIRS Conference 2005 : 188-193 G. Michael Youngblood , Edwin O. Heierman III , Diane J. Cook , Lawrence B. Holder: Automated HPOMDP Construction through Data-mining Techniques in the Intelligent Environment Domain. FLAIRS Conference 2005 : 194-200 Joseph T. Potts , Diane J. Cook , Lawrence B. Holder: Learning from Examples in a Single Graph. FLAIRS Conference 2005 : 480-486 G. Michael Youngblood , Edwin O. Heierman III , Lawrence B. Holder, Diane J. Cook : Automation Intelligence for the Smart Environment. IJCAI 2005 : 1513-1514 G. Michael Youngblood , Lawrence B. Holder, Diane J. Cook : Managing Adaptive Versatile Environments. PerCom 2005 : 351-360 Lawrence B. Holder, Diane J. Cook , Jeffrey Coble , Maitrayee Mukherjee : Graph-based Relational Learning with Application to Security. Fundam. Inform. 66 (1-2): 83-101 (2005) Ingrid Russell , Zdravko Markov , Brian Carse , Anthony G. Pipe , Lawrence B. Holder: Editorial. IJPRAI 19 (2): 129-132 (2005) Lawrence B. Holder, Ingrid Russell , Zdravko Markov , Anthony G. Pipe , Brian Carse : Current And Future Trends In Feature Selection And Extraction For Classification Problems. IJPRAI 19 (2): 133-142 (2005) Jeffrey Coble , Runu Rathi , Diane J. Cook , Lawrence B. Holder: Iterative Structure Discovery in Graph-Based Data. International Journal on Artificial Intelligence Tools 14 (1-2): 101-124 (2005) Nikhil S. Ketkar , Lawrence B. Holder, Diane J. Cook : Comparison of graph-based and logic-based multi-relational data mining. SIGKDD Explorations 7 (2): 64-71 (2005) G. Michael Youngblood , Lawrence B. Holder: Agent-based Players for a First-person Entertainment-based Real-time Artificial Environment. FLAIRS Conference 2004 Jeffrey Coble , Diane J. Cook , Lawrence B. Holder, Runu Rathi : Structure Discovery from Sequential Data. FLAIRS Conference 2004 Istvan Jonyer , Lawrence B. Holder, Diane J. Cook : Attribute-Value Selection Based on Minimum Description Length. IC-AI 2004 : 1154-1159 Arash Rakhshan , Lawrence B. Holder, Diane J. Cook : Structural web search engine. International Journal on Artificial Intelligence Tools 13 (1): 27-44 (2004) Istvan Jonyer , Lawrence B. Holder, Diane J. Cook : Mdl-based context-free graph grammar induction and applications. International Journal on Artificial Intelligence Tools 13 (1): 65-79 (2004) Jacek P. Kukluk , Lawrence B. Holder, Diane J. Cook : Algorithm and Experiments in Testing Planar Graphs for Isomorphism. J. Graph Algorithms Appl. 8 (2): 313-356 (2004) Ritesh Mehta , Diane J. Cook , Lawrence B. Holder: Identifying Inhabitants of an Intelligent Environment Using a Graph-Based Data Mining System. FLAIRS Conference 2003 : 314-318 Arash Rakhshan , Lawrence B. Holder, Diane J. Cook : Structural Web Search Engine. FLAIRS Conference 2003 : 319-324 G. Michael Youngblood , Lawrence B. Holder: Evaluating Human-Consistent Behavior in a Real-time First-person Entertainment-based Artificial Environment. FLAIRS Conference 2003 : 32-38 Istvan Jonyer , Lawrence B. Holder, Diane J. Cook : MDL-Based Context-Free Graph Grammar Induction. FLAIRS Conference 2003 : 351-355 Diane J. Cook , Nitish Manocha , Lawrence B. Holder: Using a Graph-Based Data Mining System to Perform Web Search. IJPRAI 17 (5): 705-720 (2003) Lawrence B. Holder, Diane J. Cook : Graph-based relational learning: current and future directions. SIGKDD Explorations 5 (1): 90-93 (2003) Sanghamitra Bandyopadhyay , Ujjwal Maulik , Diane J. Cook , Lawrence B. Holder, Yousuf Ajmerwala : Enhancing Structure Discovery for Data Mining in Graphical Databases Using Evolutionary Programming. FLAIRS Conference 2002 : 232-236 Jesus A. Gonzalez , Lawrence B. Holder, Diane J. Cook : Graph-Based Relational Concept Learning. ICML 2002 : 219-226 Jesus A. Gonzalez , Lawrence B. Holder, Diane J. Cook : Experimental Comparison of Graph-Based Relational Concept Learning with Inductive Logic Programming Systems. ILP 2002 : 84-100 Nitish Manocha , Diane J. Cook , Lawrence B. Holder: Structural Web Search Using a Graph-Based Discovery System. FLAIRS Conference 2001 : 133-137 Diane J. Cook , Lawrence B. Holder: A Client-Server Interactive Tool for Integrated Artificial Intelligence Curriculum. FLAIRS Conference 2001 : 206-210 Jesus A. Gonzalez , Lawrence B. Holder, Diane J. Cook : Graph-Based Concept Learning. FLAIRS Conference 2001 : 377-381 Istvan Jonyer , Lawrence B. Holder, Diane J. Cook : Graph-Based Hierarchical Conceptual Clustering. International Journal on Artificial Intelligence Tools 10 (1-2): 107-135 (2001) Diane J. Cook , Lawrence B. Holder, Gehad Galal , Ron Maglothin : Approaches to Parallel Graph-Based Knowledge Discovery. J. Parallel Distrib. Comput. 61 (3): 427-446 (2001) Istvan Jonyer , Diane J. Cook , Lawrence B. Holder: Graph-Based Hierarchical Conceptual Clustering. Journal of Machine Learning Research 2 : 19-43 (2001) Jesus A. Gonzalez , Lawrence B. Holder, Diane J. Cook : Graph Based Concept Learning. AAAI/IAAI 2000 : 1072 Istvan Jonyer , Lawrence B. Holder, Diane J. Cook : Graph-Based Hierarchical Conceptual Clustering in Structural Databases. AAAI/IAAI 2000 : 1078 Andi Baritchi , Diane J. Cook , Lawrence B. Holder: Discovering Structural Patterns in Telecommunications Data. FLAIRS Conference 2000 : 82-85 Jesus A. Gonzalez , Lawrence B. Holder, Diane J. Cook : Structural Knowledge Discovery Used to Analyze Earthquake Activity. FLAIRS Conference 2000 : 86-90 Istvan Jonyer , Lawrence B. Holder, Diane J. Cook : Graph-Based Hierarchical Conceptual Clustering. FLAIRS Conference 2000 : 91-95 Diane J. Cook , Lawrence B. Holder: Graph-Based Data Mining. IEEE Intelligent Systems 15 (2): 32-41 (2000) Ravindra N. Chittimoori , Jesus A. Gonzalez , Lawrence B. Holder: Structural Knowledge Discovery in Chemical and Spatio-Temporal Databases. AAAI/IAAI 1999 : 959 Ravindra N. Chittimoori , Lawrence B. Holder, Diane J. Cook : Applying the Subdue Substructure Discovery System to the Chemical Toxicity Domain. FLAIRS Conference 1999 : 90-94 Shaobing Su , Diane J. Cook , Lawrence B. Holder: Application of Knowledge Discovery to Molecular Biology: Identifying Structural Regularities in Proteins. Pacific Symposium on Biocomputing 1999 : 190-201 Diane J. Cook , Lawrence B. Holder, Gehad Galal : Discovering Concepts in Structural Data. Pattern Discovery in Biomolecular Data 1999 : 145-159 Kang Soo Tae , Diane J. Cook , Lawrence B. Holder: Experimentation-Driven Knowledge Acquisition for Planning. Computational Intelligence 15 : 252-279 (1999) Shaobing Su , Diane J. Cook , Lawrence B. Holder: Knowledge discovery in molecular biology: Identifying structural regularities in proteins. Intell. Data Anal. 3 (6): 413-436 (1999) Gehad Galal , Diane J. Cook , Lawrence B. Holder: Exploiting Parallelism in a Structural Scientific Discovery System to Improve Scalability. JASIS 50 (1): 65-73 (1999) Lawrence B. Holder, Diane J. Cook : Coupling Two Complementary Knowledge Discovery Systems. FLAIRS Conference 1998 : 183-187 Gehad Galal , Diane J. Cook , Lawrence B. Holder: Exploiting Parallelism in Knowledge Discovery Systems to Improve Scalability. HICSS (5) 1998 : 256-265 Gehad Galal , Diane J. Cook , Lawrence B. Holder: Improving Scalability in a Scientific Discovery System by Exploiting Parallelism. KDD 1997 : 171-174 Surnjani Djoko , Diane J. Cook , Lawrence B. Holder: An Emprirical Study of Domain Knowledge and Its Benefits to Substructure Discovery. IEEE Trans. Knowl. Data Eng. 9 (4): 575-586 (1997) Pei Hsia , Chih-Tung Hsu , David Chenho Kung , Lawrence B. Holder: User-Centered System Decomposition: Z-Based Requirements Clustering. ICRE 1996 : 126-135 Diane J. Cook , Lawrence B. Holder, Surnjani Djoko : Scalable Discovery of Informative Structural Concepts Using Domain Knowledge. IEEE Expert 11 (5): 59-68 (1996) Diane J. Cook , Piotr J. Gmytrasiewicz , Lawrence B. Holder: Decision-Theoretic Cooperative Sensor Planning. IEEE Trans. Pattern Anal. Mach. Intell. 18 (10): 1013-1023 (1996) Lawrence B. Holder: Intermediate Decision Trees. IJCAI 1995 : 1056-1063 Surnjani Djoko , Diane J. Cook , Lawrence B. Holder: Analyzing the Benefits of Domain Knowledge in Substructure Discovery. KDD 1995 : 75-80 Diane J. Cook , Lawrence B. Holder, Surnjani Djoko : Knowledge Discovery from Structural Data. J. Intell. Inf. Syst. 5 (3): 229-248 (1995) Anurag Chaudhry , Lawrence B. Holder: An Empirical Approach to Solving the General Utility Problem in Speedup Learning. IEA/AIE 1994 : 149-158 Lawrence B. Holder, Diane J. Cook , Surnjani Djoko : Substucture Discovery in the SUBDUE System. KDD Workshop 1994 : 169-180 Diane J. Cook , Lawrence B. Holder: Substructure Discovery Using Minimum Description Length and Background Knowledge CoRR cs.AI/9402102 : (1994) Diane J. Cook , Lawrence B. Holder: Substructure Discovery Using Minimum Description Length and Background Knowledge. J. Artif. Intell. Res. (JAIR) 1 : 231-255 (1994) Lawrence B. Holder, Diane J. Cook : Discovery of Inexact Concepts from Structural Data. IEEE Trans. Knowl. Data Eng. 5 (6): 992-994 (1993) Lawrence B. Holder: Empirical Analysis of the General Utility Problem in Machine Learning. AAAI 1992 : 249-254 Lawrence B. Holder, Diane J. Cook , Horst Bunke : Fuzzy Substructure Discovery. ML 1992 : 218-223 Lawrence B. Holder: Application of Machine Learning to the Maintenance of Knowledge-Based Performance. IEA/AIE (Vol. 2) 1990 : 1005-1012 Lawrence B. Holder: The General Utility Problem in Machine Learning. ML 1990 : 402-410 Lawrence B. Holder: Empirical Substructure Discovery. ML 1989 : 133-136 Robert E. Stepp , Bradley L. Whitehall , Lawrence B. Holder: Towards Intelligent Machine Learning Algorithms. 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