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Lawrence B. Holder

Papers on DiSC'04


Graph-based Relational Learning: Current and Future Directions

Publications


Note: Links lead to the DBLP on the Web.

Lawrence B. Holder

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)

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 , C. T. 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 Transactions on Pattern Analysis and Machine Intelligence 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. 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. ECAI 1988 : 333-338

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