| 2008 |
|---|
| 94 | | Chang Hun You,
Lawrence B. Holder,
Diane J. Cook:
Dynamic Graph-based Relational Learning of Temporal Patterns in Biological Networks Changing over Time.
BIOCOMP 2008: 984-990 |
| 93 | EE | Chang Hun You,
Lawrence B. Holder,
Diane J. Cook:
Temporal and structural analysis of biological networks in combination with microarray data.
CIBCB 2008: 62-69 |
| 92 | EE | Chang Hun You,
Lawrence B. Holder,
Diane J. Cook:
Graph-Based Data Mining in Dynamic Networks: Empirical Comparison of Compression-Based and Frequency-Based Subgraph Mining.
ICDM Workshops 2008: 929-938 |
| 91 | EE | Allen Christiansen,
Damian Johnson,
Lawrence B. Holder:
Game-Based Simulation for the Evaluation of Threat Detection in a Seaport Environment.
ICEC 2008: 221-224 |
| 90 | EE | Ashish C. Singh,
Lawrence B. Holder:
Strategic Path Planning on the Basis of Risk vs. Time.
ICEC 2008: 77-87 |
| 89 | EE | Jacek P. Kukluk,
Lawrence B. Holder,
Diane J. Cook:
Inference of Edge Replacement Graph Grammars.
International Journal on Artificial Intelligence Tools 17(3): 539-554 (2008) |
| 88 | EE | Lawrence B. Holder,
Xifeng Yan:
Report on the First International Workshop on Mining Graphs and Complex Structures (MGCS'07).
SIGMOD Record 37(1): 53-55 (2008) |
| 2007 |
|---|
| 87 | | Jacek P. Kukluk,
Chang Hun You,
Lawrence B. Holder,
Diane J. Cook:
Learning Node Replacement Graph Grammars in Metabolic Pathways.
BIOCOMP 2007: 44-50 |
| 86 | | William Eberle,
Lawrence B. Holder:
Mining for Structural Anomalies in Graph-based Data.
DMIN 2007: 376-389 |
| 85 | | Jacek P. Kukluk,
Lawrence B. Holder,
Diane J. Cook:
Inference of Edge Replacement Graph Grammars.
FLAIRS Conference 2007: 496-501 |
| 84 | EE | William Eberle,
Lawrence B. Holder:
Discovering Structural Anomalies in Graph-Based Data.
ICDM Workshops 2007: 393-398 |
| 83 | EE | Joseph T. Potts,
Diane J. Cook,
Lawrence B. Holder:
Learning from Supervised Graphs.
Applied Graph Theory in Computer Vision and Pattern Recognition 2007: 183-201 |
| 82 | EE | Diane J. Cook,
Lawrence B. Holder,
G. Michael Youngblood:
Graph-Based Analysis of Human Transfer Learning Using a Game Testbed.
IEEE Trans. Knowl. Data Eng. 19(11): 1465-1478 (2007) |
| 81 | EE | Jacek P. Kukluk,
Lawrence B. Holder,
Diane J. Cook:
Inference of node replacement graph grammars.
Intell. Data Anal. 11(4): 377-400 (2007) |
| 80 | EE | William Eberle,
Lawrence B. Holder:
Anomaly detection in data represented as graphs.
Intell. Data Anal. 11(6): 663-689 (2007) |
| 2006 |
|---|
| 79 | | G. Michael Youngblood,
Billy Nolen,
Michael Ross,
Lawrence B. Holder:
Building Test Beds for AI with the Q3 Mod Base.
AIIDE 2006: 153-154 |
| 78 | EE | Chang Hun You,
Lawrence B. Holder,
Diane J. Cook:
Application of Graph-based Data Mining to Metabolic Pathways.
ICDM Workshops 2006: 169-173 |
| 77 | EE | Keven Ates,
Jacek P. Kukluk,
Lawrence B. Holder,
Diane J. Cook,
Kang Zhang:
Graph Grammar Induction on Structural Data for Visual Programming.
ICTAI 2006: 232-242 |
| 76 | EE | Amar Singh,
Lawrence B. Holder:
Classification of Threats Via a Multi-sensor Security Portal.
ISI 2006: 699-700 |
| 75 | EE | William Eberle,
Lawrence B. Holder:
Detecting Anomalies in Cargo Using Graph Properties.
ISI 2006: 728-730 |
| 74 | EE | Jacek P. Kukluk,
Lawrence B. Holder,
Diane J. Cook:
Inference of Node Replacement Recursive Graph Grammars.
SDM 2006 |
| 73 | | Ingrid Russell,
Zdravko Markov,
Lawrence B. Holder,
Diane J. Cook:
The 2005 International Florida Artificial Intelligence Research Society Conference: A Report.
AI Magazine 27(1): 109-113 (2006) |
| 72 | EE | Lawrence B. Holder,
Zdravko Markov,
Ingrid Russell:
Advances in Knowledge Acquisition and Representation.
International Journal on Artificial Intelligence Tools 15(6): 867-874 (2006) |
| 71 | EE | Jeffrey Coble,
Diane J. Cook,
Lawrence B. Holder:
Structure Discovery in Sequentially-connected Data Streams.
International Journal on Artificial Intelligence Tools 15(6): 917-944 (2006) |
| 2005 |
|---|
| 70 | | G. Michael Youngblood,
Diane J. Cook,
Lawrence B. Holder:
A Learning Architecture for Automating the Intelligent Environment.
AAAI 2005: 1576-1583 |
| 69 | | Jeffrey Coble,
Diane J. Cook,
Lawrence B. Holder:
Structure Discovery in Sequentially Connected Data.
FLAIRS Conference 2005: 182-187 |
| 68 | | Runu Rathi,
Diane J. Cook,
Lawrence B. Holder:
A Serial Partitioning Approach to Scaling Graph-Based Knowledge Discovery.
FLAIRS Conference 2005: 188-193 |
| 67 | | 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 |
| 66 | | Joseph T. Potts,
Diane J. Cook,
Lawrence B. Holder:
Learning from Examples in a Single Graph.
FLAIRS Conference 2005: 480-486 |
| 65 | EE | G. Michael Youngblood,
Edwin O. Heierman III,
Lawrence B. Holder,
Diane J. Cook:
Automation Intelligence for the Smart Environment.
IJCAI 2005: 1513-1514 |
| 64 | EE | G. Michael Youngblood,
Lawrence B. Holder,
Diane J. Cook:
Managing Adaptive Versatile Environments.
PerCom 2005: 351-360 |
| 63 | EE | 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) |
| 62 | EE | Ingrid Russell,
Zdravko Markov,
Brian Carse,
Anthony G. Pipe,
Lawrence B. Holder:
Editorial.
IJPRAI 19(2): 129-132 (2005) |
| 61 | EE | 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) |
| 60 | EE | 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) |
| 59 | EE | G. Michael Youngblood,
Diane J. Cook,
Lawrence B. Holder:
Managing Adaptive Versatile environments.
Pervasive and Mobile Computing 1(4): 373-403 (2005) |
| 58 | EE | 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) |
| 2004 |
|---|
| 57 | | G. Michael Youngblood,
Lawrence B. Holder:
Agent-based Players for a First-person Entertainment-based Real-time Artificial Environment.
FLAIRS Conference 2004 |
| 56 | | Jeffrey Coble,
Diane J. Cook,
Lawrence B. Holder,
Runu Rathi:
Structure Discovery from Sequential Data.
FLAIRS Conference 2004 |
| 55 | | Istvan Jonyer,
Lawrence B. Holder,
Diane J. Cook:
Attribute-Value Selection Based on Minimum Description Length.
IC-AI 2004: 1154-1159 |
| 54 | EE | Arash Rakhshan,
Lawrence B. Holder,
Diane J. Cook:
Structural web search engine.
International Journal on Artificial Intelligence Tools 13(1): 27-44 (2004) |
| 53 | EE | 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) |
| 52 | EE | 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) |
| 2003 |
|---|
| 51 | | 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 |
| 50 | | Arash Rakhshan,
Lawrence B. Holder,
Diane J. Cook:
Structural Web Search Engine.
FLAIRS Conference 2003: 319-324 |
| 49 | | 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 |
| 48 | | Istvan Jonyer,
Lawrence B. Holder,
Diane J. Cook:
MDL-Based Context-Free Graph Grammar Induction.
FLAIRS Conference 2003: 351-355 |
| 47 | EE | 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) |
| 46 | EE | Lawrence B. Holder,
Diane J. Cook:
Graph-based relational learning: current and future directions.
SIGKDD Explorations 5(1): 90-93 (2003) |
| 2002 |
|---|
| 45 | | 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 |
| 44 | | Jesus A. Gonzalez,
Lawrence B. Holder,
Diane J. Cook:
Graph-Based Relational Concept Learning.
ICML 2002: 219-226 |
| 43 | EE | 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 |
| 2001 |
|---|
| 42 | | Nitish Manocha,
Diane J. Cook,
Lawrence B. Holder:
Structural Web Search Using a Graph-Based Discovery System.
FLAIRS Conference 2001: 133-137 |
| 41 | | Diane J. Cook,
Lawrence B. Holder:
A Client-Server Interactive Tool for Integrated Artificial Intelligence Curriculum.
FLAIRS Conference 2001: 206-210 |
| 40 | | Jesus A. Gonzalez,
Lawrence B. Holder,
Diane J. Cook:
Graph-Based Concept Learning.
FLAIRS Conference 2001: 377-381 |
| 39 | EE | Nitish Manocha,
Diane J. Cook,
Lawrence B. Holder:
Cover story: structural Web search using a graph-based discovery system.
Intelligence 12(1): 20-29 (2001) |
| 38 | | 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) |
| 37 | EE | 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) |
| 36 | EE | Istvan Jonyer,
Diane J. Cook,
Lawrence B. Holder:
Graph-Based Hierarchical Conceptual Clustering.
Journal of Machine Learning Research 2: 19-43 (2001) |
| 2000 |
|---|
| 35 | | Jesus A. Gonzalez,
Lawrence B. Holder,
Diane J. Cook:
Graph Based Concept Learning.
AAAI/IAAI 2000: 1072 |
| 34 | | Istvan Jonyer,
Lawrence B. Holder,
Diane J. Cook:
Graph-Based Hierarchical Conceptual Clustering in Structural Databases.
AAAI/IAAI 2000: 1078 |
| 33 | | Andi Baritchi,
Diane J. Cook,
Lawrence B. Holder:
Discovering Structural Patterns in Telecommunications Data.
FLAIRS Conference 2000: 82-85 |
| 32 | | Jesus A. Gonzalez,
Lawrence B. Holder,
Diane J. Cook:
Structural Knowledge Discovery Used to Analyze Earthquake Activity.
FLAIRS Conference 2000: 86-90 |
| 31 | | Istvan Jonyer,
Lawrence B. Holder,
Diane J. Cook:
Graph-Based Hierarchical Conceptual Clustering.
FLAIRS Conference 2000: 91-95 |
| 30 | EE | Diane J. Cook,
Lawrence B. Holder:
Graph-Based Data Mining.
IEEE Intelligent Systems 15(2): 32-41 (2000) |
| 1999 |
|---|
| 29 | | Ravindra N. Chittimoori,
Jesus A. Gonzalez,
Lawrence B. Holder:
Structural Knowledge Discovery in Chemical and Spatio-Temporal Databases.
AAAI/IAAI 1999: 959 |
| 28 | | 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 |
| 27 | EE | 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 |
| 26 | | Diane J. Cook,
Lawrence B. Holder,
Gehad Galal:
Discovering Concepts in Structural Data.
Pattern Discovery in Biomolecular Data 1999: 145-159 |
| 25 | | Kang Soo Tae,
Diane J. Cook,
Lawrence B. Holder:
Experimentation-Driven Knowledge Acquisition for Planning.
Computational Intelligence 15: 252-279 (1999) |
| 24 | EE | 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) |
| 23 | | 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) |
| 1998 |
|---|
| 22 | | Lawrence B. Holder,
Diane J. Cook:
Coupling Two Complementary Knowledge Discovery Systems.
FLAIRS Conference 1998: 183-187 |
| 21 | EE | Gehad Galal,
Diane J. Cook,
Lawrence B. Holder:
Exploiting Parallelism in Knowledge Discovery Systems to Improve Scalability.
HICSS (5) 1998: 256-265 |
| 1997 |
|---|
| 20 | | Gehad Galal,
Diane J. Cook,
Lawrence B. Holder:
Improving Scalability in a Scientific Discovery System by Exploiting Parallelism.
KDD 1997: 171-174 |
| 19 | EE | 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) |
| 1996 |
|---|
| 18 | EE | Pei Hsia,
Chih-Tung Hsu,
David Chenho Kung,
Lawrence B. Holder:
User-Centered System Decomposition: Z-Based Requirements Clustering.
ICRE 1996: 126-135 |
| 17 | EE | Diane J. Cook,
Lawrence B. Holder,
Surnjani Djoko:
Scalable Discovery of Informative Structural Concepts Using Domain Knowledge.
IEEE Expert 11(5): 59-68 (1996) |
| 16 | EE | 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) |
| 1995 |
|---|
| 15 | | Lawrence B. Holder:
Intermediate Decision Trees.
IJCAI 1995: 1056-1063 |
| 14 | | Surnjani Djoko,
Diane J. Cook,
Lawrence B. Holder:
Analyzing the Benefits of Domain Knowledge in Substructure Discovery.
KDD 1995: 75-80 |
| 13 | | Diane J. Cook,
Lawrence B. Holder,
Surnjani Djoko:
Knowledge Discovery from Structural Data.
J. Intell. Inf. Syst. 5(3): 229-248 (1995) |
| 1994 |
|---|
| 12 | EE | Anurag Chaudhry,
Lawrence B. Holder:
An Empirical Approach to Solving the General Utility Problem in Speedup Learning.
IEA/AIE 1994: 149-158 |
| 11 | | Lawrence B. Holder,
Diane J. Cook,
Surnjani Djoko:
Substucture Discovery in the SUBDUE System.
KDD Workshop 1994: 169-180 |
| 10 | EE | Diane J. Cook,
Lawrence B. Holder:
Substructure Discovery Using Minimum Description Length and Background Knowledge
CoRR cs.AI/9402102: (1994) |
| 9 | | Diane J. Cook,
Lawrence B. Holder:
Substructure Discovery Using Minimum Description Length and Background Knowledge.
J. Artif. Intell. Res. (JAIR) 1: 231-255 (1994) |
| 1993 |
|---|
| 8 | EE | Lawrence B. Holder,
Diane J. Cook:
Discovery of Inexact Concepts from Structural Data.
IEEE Trans. Knowl. Data Eng. 5(6): 992-994 (1993) |
| 1992 |
|---|
| 7 | | Lawrence B. Holder:
Empirical Analysis of the General Utility Problem in Machine Learning.
AAAI 1992: 249-254 |
| 6 | | Lawrence B. Holder,
Diane J. Cook,
Horst Bunke:
Fuzzy Substructure Discovery.
ML 1992: 218-223 |
| 1990 |
|---|
| 5 | EE | Lawrence B. Holder:
Application of Machine Learning to the Maintenance of Knowledge-Based Performance.
IEA/AIE (Vol. 2) 1990: 1005-1012 |
| 4 | | Lawrence B. Holder:
The General Utility Problem in Machine Learning.
ML 1990: 402-410 |
| 3 | EE | Diane J. Cook,
Lawrence B. Holder:
Accelerated learning on the connection machine.
SPDP 1990: 448-454 |
| 1989 |
|---|
| 2 | | Lawrence B. Holder:
Empirical Substructure Discovery.
ML 1989: 133-136 |
| 1988 |
|---|
| 1 | | Robert E. Stepp,
Bradley L. Whitehall,
Lawrence B. Holder:
Towards Intelligent Machine Learning Algorithms.
ECAI 1988: 333-338 |
