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 |