2009 |
48 | EE | Cory J. Butz,
Shan Hua,
J. Chen,
H. Yao:
A simple graphical approach for understanding probabilistic inference in Bayesian networks.
Inf. Sci. 179(6): 699-716 (2009) |
2008 |
47 | EE | Cory J. Butz,
Pawan Lingras,
K. 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 | EE | 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 | EE | 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 | EE | Cory J. Butz,
Shan Hua:
An Improved LAZY-AR Approach to Bayesian Network Inference.
Canadian Conference on AI 2006: 183-194 |
41 | EE | Cory J. Butz,
Wen Yan,
Boting Yang:
An Efficient Algorithm for Inference in Rough Set Flow Graphs.
T. Rough Sets: 102-122 (2006) |
40 | EE | 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 | EE | Cory J. Butz,
F. Fang:
Incorporating Evidence in Bayesian Networks with the Select Operator.
Canadian Conference on AI 2005: 297-301 |
38 | EE | Pawan Lingras,
Cory J. Butz:
Interval set representations of 1-v-r support vector machine multi-classifiers.
GrC 2005: 193-198 |
37 | EE | 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 | EE | Cory J. Butz,
Wen Yan,
Boting Yang:
The Computational Complexity of Inference Using Rough Set Flow Graphs.
RSFDGrC (1) 2005: 335-344 |
33 | EE | Dan Wu,
Cory J. Butz:
On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks.
RSFDGrC (1) 2005: 581-590 |
32 | EE | 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 | EE | 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 | EE | Hong Yao,
Howard J. Hamilton,
Cory J. Butz:
A Foundational Approach to Mining Itemset Utilities from Databases.
SDM 2004 |
28 | EE | Cory J. Butz,
Shan Hua,
R. Brien Maguire:
A Web-Based Intelligent Tutoring System for Computer Programming.
Web Intelligence 2004: 159-165 |
27 | EE | 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 | EE | 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 | EE | 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 | EE | Cory J. Butz,
H. Geng:
Comparing Hierarchical Markov Networks and Multiply Sectioned Bayesian Networks.
ISMIS 2003: 544-553 |
22 | EE | Cory J. Butz,
Qiang Hu,
Xue Dong Yang:
Critical Remarks on the Maximal Prime Decomposition of Bayesian Networks.
RSFDGrC 2003: 682-685 |
21 | EE | Cory J. Butz,
Hong Yao,
Howard J. Hamilton:
A Non-local Coarsening Result in Granular Probabilistic Networks.
RSFDGrC 2003: 686-689 |
20 | EE | Cory J. Butz,
J. Liu:
A Query Processing Algorithm for Hierarchical Markov Networks.
Web Intelligence 2003: 588-592 |
2002 |
19 | EE | Cory J. Butz,
Manon J. Sanscartier:
On the Role of Contextual Weak Independence in Probabilistic Inference.
Canadian Conference on AI 2002: 185-194 |
18 | EE | 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 | EE | Cory J. Butz,
Manon J. Sanscartier:
Acquisition Methods for Contextual Weak Independence.
Rough Sets and Current Trends in Computing 2002: 339-343 |
15 | EE | 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 | EE | Cory J. Butz,
Manon J. Sanscartier:
Properties of Weak Conditional Independence.
Rough Sets and Current Trends in Computing 2002: 349-356 |
13 | EE | 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 | EE | Cory J. Butz:
On Axiomatizing Probabilistic Conditional Independencies in Bayesian Networks.
Web Intelligence 2001: 131-135 |
11 | EE | 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 | EE | S. K. Michael Wong,
Cory J. Butz:
A Comparative Study of Noncontextual and Contextual Dependencies.
ISMIS 2000: 247-255 |
9 | EE | 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 | EE | Cory J. Butz,
S. K. Michael Wong:
Recovery Protocols in Multi-Agent Probabilistic Reasoning Systems.
IDEAS 1999: 302-310 |
6 | EE | Yiyu Yao,
S. K. Michael Wong,
Cory J. Butz:
On Information-Theoretic Measures of Attribute Importance.
PAKDD 1999: 133-137 |
5 | EE | 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 | EE | 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 | EE | S. K. Michael Wong,
Cory J. Butz,
Yang Xiang:
A Method for Implementing a Probabilistic Model as a Relational Database.
UAI 1995: 556-564 |