 | 2011 |
|---|
| 62 |       | Cory J. Butz,
Pawan Lingras:
Advances in Artificial Intelligence - 24th Canadian Conference on Artificial Intelligence, Canadian AI 2011, St. John's, Canada, May 25-27, 2011. Proceedings
Springer 2011 |
| 61 | | Cory J. Butz,
Anders L. Madsen,
Kevin Williams:
Using Four Cost Measures to Determine Arc Reversal Orderings.
ECSQARU 2011: 110-121 |
| 60 | | Laurent Perrussel,
Cory J. Butz:
Special Track on Uncertain Reasoning.
FLAIRS Conference 2011 |
| 59 | | Cory J. Butz:
Evaluating Probabilistic Inference Techniques: A Question of "When, " not "Which".
SUM 2011: 38-51 |
| 58 | | Cory J. Butz,
Ken Konkel,
Pawan Lingras:
Join tree propagation utilizing both arc reversal and variable elimination.
Int. J. Approx. Reasoning 52(7): 948-959 (2011) |
| 57 | | Pawan Lingras,
Cory J. Butz:
Conservative and aggressive rough SVR modeling.
Theor. Comput. Sci. 412(42): 5885-5901 (2011) |
| 2010 |
|---|
| 56 | | Cory J. Butz,
W. Yan,
Pawan Lingras,
Y. Y. Yao:
The CPT Structure of Variable Elimination in Discrete Bayesian Networks.
Advances in Intelligent Information Systems 2010: 245-257 |
| 55 | | Hong Yao,
Cory J. Butz,
Howard J. Hamilton:
Causal Discovery.
Data Mining and Knowledge Discovery Handbook 2010: 949-958 |
| 54 | | Pawan Lingras,
Cory J. Butz:
Rough support vector regression.
European Journal of Operational Research 206(2): 445-455 (2010) |
| 53 | | Cory J. Butz,
Shan Hua,
Ken Konkel,
Hong Yao:
Join tree propagation with prioritized messages.
Networks 55(4): 350-359 (2010) |
| 2009 |
|---|
| 52 |  | Cory J. Butz,
Junying Chen,
Ken Konkel,
Pawan Lingras:
A Comparative Study of Variable Elimination and Arc Reversal in Bayesian Network Inference.
FLAIRS Conference 2009 |
| 51 | | Cory J. Butz,
Ken Konkel,
Pawan Lingras:
Join Tree Propagation Utilizing Both Arc Reversal and Variable Elimination.
FLAIRS Conference 2009 |
| 50 | | Cory J. Butz,
Shan Hua,
Junying Chen,
Hong Yao:
A simple graphical approach for understanding probabilistic inference in Bayesian networks.
Inf. Sci. 179(6): 699-716 (2009) |
| 49 | | Cory J. Butz,
Junying Chen,
Ken Konkel,
Pawan Lingras:
A formal comparison of variable elimination and arc reversal in Bayesian network inference.
Intelligent Decision Technologies 3(3): 173-180 (2009) |
| 48 | | Cory J. Butz,
Hong Yao,
Shan Hua:
A join tree probability propagation architecture for semantic modeling.
J. Intell. Inf. Syst. 33(2): 145-178 (2009) |
| 2008 |
|---|
| 47 | | Cory J. Butz,
Pawan Lingras,
Ken Konkel:
A Web-Based Interface for Hiding Bayesian Network Inference.
ISMIS 2008: 612-617 |
| 2007 |
|---|
| 46 | | Aijun An,
Jerzy Stefanowski,
Sheela Ramanna,
Cory J. Butz,
Witold Pedrycz,
Guoyin Wang:
Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 11th International Conference, RSFDGrC 2007, Toronto, Canada, May 14-16, 2007, Proceedings
Springer 2007 |
| 45 | | Pawan Lingras,
Cory J. Butz:
Precision and Recall in Rough Support Vector Machines.
GrC 2007: 654-658 |
| 44 | | Cory J. Butz:
Current Trends in Bayesian Network Inference.
IICAI 2007: 1186-1205 |
| 43 | | Pawan Lingras,
Cory J. Butz:
Rough set based 1-v-1 and 1-v-r approaches to support vector machine multi-classification.
Inf. Sci. 177(18): 3782-3798 (2007) |
| 2006 |
|---|
| 42 | | Cory J. Butz,
Shan Hua:
An Improved LAZY-AR Approach to Bayesian Network Inference.
Canadian Conference on AI 2006: 183-194 |
| 41 | | Cory J. Butz,
Wen Yan,
Boting Yang:
An Efficient Algorithm for Inference in Rough Set Flow Graphs.
T. Rough Sets: 102-122 (2006) |
| 40 | | Cory J. Butz,
Shan Hua,
R. Brien Maguire:
A web-based bayesian intelligent tutoring system for computer programming.
Web Intelligence and Agent Systems 4(1): 77-97 (2006) |
| 2005 |
|---|
| 39 | | Cory J. Butz,
F. Fang:
Incorporating Evidence in Bayesian Networks with the Select Operator.
Canadian Conference on AI 2005: 297-301 |
| 38 | | Pawan Lingras,
Cory J. Butz:
Interval set representations of 1-v-r support vector machine multi-classifiers.
GrC 2005: 193-198 |
| 37 | | Cory J. Butz:
Modelling Multiagent Bayesian Networks with Inclusion Dependencies.
IAT 2005: 455-458 |
| 36 | | Cory J. Butz,
Pawan Lingras:
On the Practical Irrelevance of Diverging Implication between Probabilistic Conditional Independence and Embedded Multivalued Dependency.
IICAI 2005: 2464-2475 |
| 35 | | Cory J. Butz,
F. Fang:
Sophisticated Indexes for Implementing Probabilistic Expert Systems.
IICAI 2005: 609-620 |
| 34 | | Cory J. Butz,
Wen Yan,
Boting Yang:
The Computational Complexity of Inference Using Rough Set Flow Graphs.
RSFDGrC (1) 2005: 335-344 |
| 33 | | Dan Wu,
Cory J. Butz:
On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks.
RSFDGrC (1) 2005: 581-590 |
| 32 | | Pawan Lingras,
Cory J. Butz:
Reducing the Storage Requirements of 1-v-1 Support Vector Machine Multi-classifiers.
RSFDGrC (2) 2005: 166-173 |
| 31 | | Hong Yao,
Cory J. Butz,
Howard J. Hamilton:
Causal Discovery.
The Data Mining and Knowledge Discovery Handbook 2005: 945-955 |
| 2004 |
|---|
| 30 | | Cory J. Butz,
Hong Yao,
Howard J. Hamilton:
Towards Jointree Propagation with Conditional Probability Distributions.
Rough Sets and Current Trends in Computing 2004: 368-377 |
| 29 | | Hong Yao,
Howard J. Hamilton,
Cory J. Butz:
A Foundational Approach to Mining Itemset Utilities from Databases.
SDM 2004 |
| 28 | | Cory J. Butz,
Shan Hua,
R. Brien Maguire:
A Web-Based Intelligent Tutoring System for Computer Programming.
Web Intelligence 2004: 159-165 |
| 27 | | Yiyu Yao,
Jingtao Yao,
Cory J. Butz,
Pawan Lingras,
Dawn N. Jutla:
Web-based Support Systems (WSS): A Report of the WIC Canada Research Centre.
Web Intelligence 2004: 787-788 |
| 26 | | Daryl H. Hepting,
Cory J. Butz:
An Integrated Approach to Discovery in Complex Information Spaces.
Workshop on Web-based Support Systems 2004: 67-74 |
| 2003 |
|---|
| 25 | | Cory J. Butz,
S. K. Michael Wong,
Dan Wu:
A New Inference Axiom for Probabilistic Conditional Independence.
Canadian Conference on AI 2003: 568-574 |
| 24 | | S. K. Michael Wong,
Dan Wu,
Cory J. Butz:
Probabilistic Reasoning in Bayesian Networks: A Relational Database Approach.
Canadian Conference on AI 2003: 583-590 |
| 23 | | Cory J. Butz,
H. Geng:
Comparing Hierarchical Markov Networks and Multiply Sectioned Bayesian Networks.
ISMIS 2003: 544-553 |
| 22 | | Cory J. Butz,
Qiang Hu,
Xue Dong Yang:
Critical Remarks on the Maximal Prime Decomposition of Bayesian Networks.
RSFDGrC 2003: 682-685 |
| 21 | | Cory J. Butz,
Hong Yao,
Howard J. Hamilton:
A Non-local Coarsening Result in Granular Probabilistic Networks.
RSFDGrC 2003: 686-689 |
| 20 | | Cory J. Butz,
J. Liu:
A Query Processing Algorithm for Hierarchical Markov Networks.
Web Intelligence 2003: 588-592 |
| 2002 |
|---|
| 19 | | Cory J. Butz,
Manon J. Sanscartier:
On the Role of Contextual Weak Independence in Probabilistic Inference.
Canadian Conference on AI 2002: 185-194 |
| 18 | | Hong Yao,
Howard J. Hamilton,
Cory J. Butz:
FD_Mine: Discovering Functional Dependencies in a Database Using Equivalences.
ICDM 2002: 729-732 |
| 17 | | Cory J. Butz:
Critical Remarks on Bayesian Network Libraries.
JCIS 2002: 402-406 |
| 16 | | Cory J. Butz,
Manon J. Sanscartier:
Acquisition Methods for Contextual Weak Independence.
Rough Sets and Current Trends in Computing 2002: 339-343 |
| 15 | | Cory J. Butz,
Manon J. Sanscartier:
A Method for Detecting Context-Specific Independence in Conditional Probability Tables.
Rough Sets and Current Trends in Computing 2002: 344-348 |
| 14 | | Cory J. Butz,
Manon J. Sanscartier:
Properties of Weak Conditional Independence.
Rough Sets and Current Trends in Computing 2002: 349-356 |
| 13 | | S. K. Michael Wong,
Dan Wu,
Cory J. Butz:
Triangulation of Bayesian Networks: A Relational Database Perspective.
Rough Sets and Current Trends in Computing 2002: 389-396 |
| 2001 |
|---|
| 12 | | Cory J. Butz:
On Axiomatizing Probabilistic Conditional Independencies in Bayesian Networks.
Web Intelligence 2001: 131-135 |
| 11 | | S. K. Michael Wong,
Cory J. Butz:
Constructing the Dependency Structure of a Multiagent Probabilistic Network.
IEEE Trans. Knowl. Data Eng. 13(3): 395-415 (2001) |
| 2000 |
|---|
| 10 | | S. K. Michael Wong,
Cory J. Butz:
A Comparative Study of Noncontextual and Contextual Dependencies.
ISMIS 2000: 247-255 |
| 9 | | S. K. Michael Wong,
Cory J. Butz:
Rough Sets for Uncertainty Reasoning.
Rough Sets and Current Trends in Computing 2000: 511-518 |
| 8 | | S. K. Michael Wong,
Cory J. Butz,
Dan Wu:
On the implication problem for probabilistic conditional independency.
IEEE Transactions on Systems, Man, and Cybernetics, Part A 30(6): 785-805 (2000) |
| 1999 |
|---|
| 7 | | Cory J. Butz,
S. K. Michael Wong:
Recovery Protocols in Multi-Agent Probabilistic Reasoning Systems.
IDEAS 1999: 302-310 |
| 6 | | Yiyu Yao,
S. K. Michael Wong,
Cory J. Butz:
On Information-Theoretic Measures of Attribute Importance.
PAKDD 1999: 133-137 |
| 5 | | S. K. Michael Wong,
Cory J. Butz:
Contextual Weak Independence in Bayesian Networks.
UAI 1999: 670-679 |
| 1998 |
|---|
| 4 | | S. K. Michael Wong,
Cory J. Butz:
Probabilistic Reasoning in a Distributed Multi-Agent Environment.
ICMAS 1998: 341-348 |
| 3 | | S. K. Michael Wong,
Cory J. Butz:
Equivalent Characterization of a Class of Conditional Probabilistic Independencies.
Rough Sets and Current Trends in Computing 1998: 338-345 |
| 2 | | S. K. Michael Wong,
Cory J. Butz,
Yang Xiang:
Automated Database Schema Design Using Mined Data Dependencies.
JASIS 49(5): 455-470 (1998) |
| 1995 |
|---|
| 1 | | S. K. Michael Wong,
Cory J. Butz,
Yang Xiang:
A Method for Implementing a Probabilistic Model as a Relational Database.
UAI 1995: 556-564 |
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