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Diane J. Cook

Papers on DiSC'06


Comparison of Graph-Based and Logic-Based Multi-Relational Data Mining

Publications


Note: Links lead to the DBLP on the Web.

Diane J. Cook

Diane J. Cook: Health Monitoring and Assistance to Support Aging in Place. J. UCS 12 (1): 15-29 (2006)

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

Kevin R. Gee , Diane J. Cook: Text Classification Using Graph-Encoded Linguistic Elements. FLAIRS Conference 2005 : 487-492

G. Michael Youngblood , Edwin O. Heierman III , Lawrence B. Holder , Diane J. Cook: Automation Intelligence for the Smart Environment. IJCAI 2005 : 1513-1514

Sajal K. Das , Diane J. Cook: Designing Smart Environments: A Paradigm Based on Learning and Prediction. PReMI 2005 : 80-90

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)

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)

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)

Sira Panduranga Rao , Diane J. Cook: PREDIcting inhabitant action using action and task models with application to smart homes. International Journal on Artificial Intelligence Tools 13 (1): 81-99 (2004)

Karthik Gopalratnam , Diane J. Cook: Active Lezi: an Incremental Parsing Algorithm for Sequential Prediction. International Journal on Artificial Intelligence Tools 13 (4): 917-930 (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

Istvan Jonyer , Lawrence B. Holder , Diane J. Cook: MDL-Based Context-Free Graph Grammar Induction. FLAIRS Conference 2003 : 351-355

Karthik Gopalratnam , Diane J. Cook: Active LeZi: An Incremental Parsing Algorithm for Sequential Prediction. FLAIRS Conference 2003 : 38-42

Sira Panduranga Rao , Diane J. Cook: Improving the Performance of Action Prediction through Identification of Abstract Tasks. FLAIRS Conference 2003 : 43-47

Edwin O. Heierman III , Diane J. Cook: Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns. ICDM 2003 : 537-540

Caleb C. Noble , Diane J. Cook: Graph-based anomaly detection. KDD 2003 : 631-636

Abhishek Roy , Soumya K. Das Bhaumik , Amiya Bhattacharya , Kalyan Basu , Diane J. Cook, Sajal K. Das : Location Aware Resource Management in Smart Homes. PerCom 2003 : 481-488

Diane J. Cook, G. Michael Youngblood , Edwin O. Heierman III , Karthik Gopalratnam , Sira Rao , Andrey Litvin , Farhan Khawaja : MavHome: An Agent-Based Smart Home. PerCom 2003 : 521-524

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)

Priyath T. Sandanayake , Diane J. Cook: ONASI: Online Agent Modeling Using a Scalable Markov Model. IJPRAI 17 (5): 757-779 (2003)

Gilbert L. Peterson , Diane J. Cook: Incorporating decision-theoretic planning in a robot architecture. Robotics and Autonomous Systems 42 (2): 89-106 (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

Priyath T. Sandanayake , Diane J. Cook: Imitating Agent Game Strategies Using a Scalable Markov Model. FLAIRS Conference 2002 : 349-353

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

Jyothsna R. Nayak , Diane J. Cook: Approximate Association Rule Mining. FLAIRS Conference 2001 : 259-263

Jesus A. Gonzalez , Lawrence B. Holder , Diane J. Cook: Graph-Based Concept Learning. FLAIRS Conference 2001 : 377-381

Charles Hannon , Diane J. Cook: Exploring the Use of Cognitive Models in AI Applications Using the Stroop Effect. FLAIRS Conference 2001 : 433-438

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)

Charles Hannon , Diane J. Cook: Developing a Tool for Unified Cognitive Modeling Using a Model of Learning and Understanding in Young Children. International Journal on Artificial Intelligence Tools 10 (1-2): 39-63 (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

Charles Hannon , Diane J. Cook: A Parallel Approach to Unified Cognitive Modeling of Language Processing within a Visual Context. Canadian Conference on AI 2000 : 151-163

Jeffrey Coble , Diane J. Cook: Real-Time Learning when Concepts Shift. FLAIRS Conference 2000 : 192-196

Charles Hannon , Diane J. Cook: A Parallel Approach to Modeling Language Learning and Understanding in Young Children. FLAIRS Conference 2000 : 209-213

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)

Jorge C. G. Ramirez , Diane J. Cook, Lynn L. Peterson , Dolores M. Peterson : An event set approach to sequence discovery in medical data. Intell. Data Anal. 4 (6): 513-530 (2000)

Gilbert L. Peterson , Diane J. Cook: Decision-Theoretic Layered Robotic Control Architecture. AAAI/IAAI 1999 : 976

Diane J. Cook, Charles Hannon : Adaptive Parallel Search for Theorem Proving. FLAIRS Conference 1999 : 351-355

Will Briggs , Diane J. Cook: Anytime Planning for Optimal Tradeoff between Deliberative and Reactive Planning. FLAIRS Conference 1999 : 367-370

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)

Diane J. Cook: Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, May 18-20, 1998, Sanibel Island, Florida, USA AAAI Press 1998

Billy Harris , Diane J. Cook: Integrating Hierarchical and Analogical Planning. FLAIRS Conference 1998 : 126-130

Lawrence B. Holder , Diane J. Cook: Coupling Two Complementary Knowledge Discovery Systems. FLAIRS Conference 1998 : 183-187

R. Craig Varnell , Diane J. Cook: Integrating Machine Learning in Parallel Heuristic Search. FLAIRS Conference 1998 : 240-244

Gilbert L. Peterson , Diane J. Cook: DFA Learning of Opponent Strategies. FLAIRS Conference 1998 : 367-371

Gehad Galal , Diane J. Cook, Lawrence B. Holder : Exploiting Parallelism in Knowledge Discovery Systems to Improve Scalability. HICSS (5) 1998 : 256-265

Diane J. Cook, R. Craig Varnell : Adaptive Parallel Iterative Deepening Search. J. Artif. Intell. Res. (JAIR) 9 : 139-165 (1998)

Diane J. Cook, R. Craig Varnell : Maximizing the Benefits of Parallel Search Using Machine Learning. AAAI/IAAI 1997 : 559-564

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)

Kang Soo Tae , Diane J. Cook: Experimental Knowledge Acquisition for Planning. ICML 1996 : 480-488

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)

Will Briggs , Diane J. Cook: Flexible Social Laws. IJCAI (1) 1995 : 688-693

Surnjani Djoko , Diane J. Cook, Lawrence B. Holder : Analyzing the Benefits of Domain Knowledge in Substructure Discovery. KDD 1995 : 75-80

Kevin Woods , Diane J. Cook, Lawrence O. Hall , Kevin W. Bowyer , Louise Stark : Learning Membership Functions in a Function-Based Object Recognition System. J. Artif. Intell. Res. (JAIR) 3 : 187-222 (1995)

Diane J. Cook, Lawrence B. Holder , Surnjani Djoko : Knowledge Discovery from Structural Data. J. Intell. Inf. Syst. 5 (3): 229-248 (1995)

Joseph Baumgartner , Diane J. Cook: A Genetic-Based Solution to Load Balancing in Parallel Computers. ACM Conference on Computer Science 1994 : 157-164

Diane J. Cook: Reconfiguration of Multi-agent Planning Systems. AIPS 1994 : 225-230

Joseph Baumgartner , Diane J. Cook: A Genetic Algorithm for Load Balancing in Parallel Computers. IEA/AIE 1994 : 619-627

Shubha S. Nerur , Diane J. Cook: A Hybrid Parallel-Window/Distributed Tree Algorithm for Improving the Performance of Search-Related Tasks. IEA/AIE 1994 : 629-637

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)

Kevin Woods , Diane J. Cook, Lawrence O. Hall , Louise Stark , Kevin W. Bowyer : Learning Fuzzy Membership Functions in a Function-Based Object Recognition System. Fuzzy Logic in Artificial Intelligence 1993 : 77-96

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 , Diane J. Cook, Horst Bunke : Fuzzy Substructure Discovery. ML 1992 : 218-223

Diane J. Cook: The Base Selection Task in Analogical Planning. IJCAI 1991 : 790-795

Diane J. Cook: Application of Parallelized Analogical Planning to Engineering Design. IEA/AIE (Vol. 2) 1990 : 914-922

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