Search results for "Geoffrey I. Webb"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Geoffrey I. Webb, Janice R. Boughton, Fei Zheng, Kai Ming Ting, Houssam Salem	Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive Bayesian classification.	Machine Learning	2012	DBLP DOI BibTeX RDF
1	Fei Zheng, Geoffrey I. Webb, Pramuditha Suraweera, Liguang Zhu	Subsumption resolution: an efficient and effective technique for semi-naive Bayesian learning.	Machine Learning	2012	DBLP DOI BibTeX RDF
1	Houssam Salem, Pramuditha Suraweera, Geoffrey I. Webb, Janice R. Boughton	Techniques for Efficient Learning without Search.	PAKDD	2012	DBLP DOI BibTeX RDF
1	Ana M. Martínez, Geoffrey I. Webb, M. Julia Flores, José A. Gámez	Non-Disjoint Discretization for Aggregating One-Dependence Estimator Classifiers.	HAIS	2012	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Filtered-top-k association discovery.	Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery	2011	DBLP DOI BibTeX RDF
1	Kai Ming Ting, Jonathan R. Wells, Swee Chuan Tan, Shyh Wei Teng, Geoffrey I. Webb	Feature-subspace aggregating: ensembles for stable and unstable learners.	Machine Learning	2011	DBLP DOI BibTeX RDF
1	Jiangning Song, Hao Tan, Sarah E. Boyd, Hongbin Shen, Khalid Mahmood, Geoffrey I. Webb, Tatsuya Akutsu, James C. Whisstock, Robert N. Pike	Bioinformatic Approaches for Predicting substrates of Proteases.	J. Bioinformatics and Computational Biology	2011	DBLP DOI BibTeX RDF
1	Jiangning Song, Hao Tan, Hongbin Shen, Khalid Mahmood, Sarah E. Boyd, Geoffrey I. Webb, Tatsuya Akutsu, James C. Whisstock	Cascleave: towards more accurate prediction of caspase substrate cleavage sites.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Khalid Mahmood, Arun Siddharth Konagurthu, Jiangning Song, Ashley M. Buckle, Geoffrey I. Webb, James C. Whisstock	EGM: encapsulated gene-by-gene matching to identify gene orthologs and homologous segments in genomes.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Self-sufficient itemsets: An approach to screening potentially interesting associations between items.	TKDD	2010	DBLP DOI BibTeX RDF
1	Ying Yang, Geoffrey I. Webb, Xindong Wu	Discretization Methods.	Data Mining and Knowledge Discovery Handbook	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	MultiBoosting.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Petra Kralj Novak, Nada Lavrac, Geoffrey I. Webb	Supervised Descriptive Rule Induction.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Claude Sammut, Geoffrey I. Webb (eds.)	Encyclopedia of Machine Learning		2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Algorithm Evaluation.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Model Evaluation.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Lazy Learning.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Naïve Bayes.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Posterior Probability.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Data Preparation.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Fei Zheng, Geoffrey I. Webb	Tree Augmented Naive Bayes.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Fei Zheng, Geoffrey I. Webb	Semi-Naive Bayesian Learning.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Occam's Razor.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Bayes Rule.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Prior Probability.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Bin Liu, Geoffrey I. Webb	Generative and Discriminative Learning.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Fei Zheng, Geoffrey I. Webb	Averaged One-Dependence Estimators.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Overfitting.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb, Bing Liu 0001, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu (eds.)	ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010	ICDM	2010	DBLP BibTeX RDF
1	Wei Fan, Wynne Hsu, Geoffrey I. Webb, Bing Liu 0001, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu (eds.)	ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 14 December 2010	ICDM Workshops	2010	DBLP BibTeX RDF
1	Petra Kralj Novak, Nada Lavrac, Geoffrey I. Webb	Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining.	Journal of Machine Learning Research	2009	DBLP DOI BibTeX RDF
1	Ying Yang, Geoffrey I. Webb	Discretization for naive-Bayes learning: managing discretization bias and variance.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	Bei Hui, Ying Yang, Geoffrey I. Webb	Anytime classification for a pool of instances.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	Bin Liu, Ying Yang, Geoffrey I. Webb, Janice R. Boughton	A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification.	PAKDD	2009	DBLP DOI BibTeX RDF
1	Kai Ming Ting, Jonathan R. Wells, Swee Chuan Tan, Shyh Wei Teng, Geoffrey I. Webb	FaSS: Ensembles for Stable Learners.	MCS	2009	DBLP DOI BibTeX RDF	stable learners, Local models
1	Geoffrey I. Webb	Discovering significant patterns.	Machine Learning	2008	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Layered critical values: a powerful direct-adjustment approach to discovering significant patterns.	Machine Learning	2008	DBLP DOI BibTeX RDF	Significant patterns, Significant rules, Layered critical values, Statistical procedures, Association rules, Pattern discovery
1	Geoffrey I. Webb	Multi-Strategy Ensemble Learning, Ensembles of Bayesian Classifiers, and the Problem of False Discoveries.	AusDM	2008	DBLP BibTeX RDF
1	Ying Yang, Geoffrey I. Webb, Jesús Cerquides, Kevin B. Korb, Janice R. Boughton, Kai Ming Ting	To Select or To Weigh: A Comparative Study of Linear Combination Schemes for SuperParent-One-Dependence Estimators.	IEEE Trans. Knowl. Data Eng.	2007	DBLP DOI BibTeX RDF	Machine learning, Performance evaluation of algorithms and systems
1	Ying Yang, Geoffrey I. Webb, Kevin B. Korb, Kai Ming Ting	Classifying under computational resource constraints: anytime classification using probabilistic estimators.	Machine Learning	2007	DBLP DOI BibTeX RDF	Anytime learning, Anytime classification, Bayesian classifiers, Ensemble methods, Probabilistic prediction
1	Geoffrey I. Webb	Discovering Significant Patterns.	Machine Learning	2007	DBLP DOI BibTeX RDF	Association rules, Pattern discovery, Statistical evaluation
1	Geoffrey I. Webb	Editorial.	Data Min. Knowl. Discov.	2007	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Finding the Real Patterns.	PAKDD	2007	DBLP DOI BibTeX RDF
1	Fei Zheng, Geoffrey I. Webb	Finding the Right Family: Parent and Child Selection for Averaged One-Dependence Estimators.	ECML	2007	DBLP DOI BibTeX RDF
1	Ying Yang, Geoffrey I. Webb, Jesús Cerquides, Kevin B. Korb, Janice R. Boughton, Kai Ming Ting	To Select or To Weigh: A Comparative Study of Model Selection and Model Weighing for SPODE Ensembles.	ECML	2006	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Anytime learning and classification for online applications.	AMT	2006	DBLP BibTeX RDF
1	Shiying Huang, Geoffrey I. Webb	Efficiently Identifying Exploratory Rules' Significance.	Selected Papers from AusDM	2006	DBLP DOI BibTeX RDF	Exploratory rule discovery, impact rule, rule significance, interestingness measure
1	Geoffrey I. Webb, Damien Brain	Generality Is Predictive of Prediction Accuracy.	Selected Papers from AusDM	2006	DBLP DOI BibTeX RDF
1	Fei Zheng, Geoffrey I. Webb	Efficient lazy elimination for averaged one-dependence estimators.	ICML	2006	DBLP DOI BibTeX RDF
1	Qiang Yang, Geoffrey I. Webb (eds.)	PRICAI 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings	PRICAI	2006	DBLP BibTeX RDF
1	Jingli Lu, Ying Yang, Geoffrey I. Webb	Incremental Discretization for Naïve-Bayes Classifier.	ADMA	2006	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Discovering significant rules.	KDD	2006	DBLP DOI BibTeX RDF	association rules, statistics, rule discovery
1	Geoffrey I. Webb, Kai Ming Ting	On the Application of ROC Analysis to Predict Classification Performance Under Varying Class Distributions.	Machine Learning	2005	DBLP DOI BibTeX RDF	ROC analysis, model evaluation
1	Geoffrey I. Webb, Janice R. Boughton, Zhihai Wang	Not So Naive Bayes: Aggregating One-Dependence Estimators.	Machine Learning	2005	DBLP DOI BibTeX RDF	semi-naive Bayes, attribute independence assumption, naive Bayes, probabilistic prediction
1	Geoffrey I. Webb, Songmao Zhang	K-Optimal Rule Discovery.	Data Min. Knowl. Discov.	2005	DBLP DOI BibTeX RDF	exploratory rule discovery, rule search, association rules, classification rules, search space pruning
1	Ying Yang, Geoffrey I. Webb, Xindong Wu	Discretization Methods.	The Data Mining and Knowledge Discovery Handbook	2005	DBLP BibTeX RDF
1	Shiying Huang, Geoffrey I. Webb	Pruning Derivative Partial Rules During Impact Rule Discovery.	PAKDD	2005	DBLP DOI BibTeX RDF	Exploratory rule discovery, impact rules, rule significance, derivative rules
1	Shiying Huang, Geoffrey I. Webb	Discarding Insignificant Rules during Impact Rule Discovery in Large, Dense Databases.	SDM	2005	DBLP BibTeX RDF
1	Geoffrey I. Webb	K-Optimal Pattern Discovery: An Efficient and Effective Approach to Exploratory Data Mining.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF
1	Ying Yang, Kevin B. Korb, Kai Ming Ting, Geoffrey I. Webb	Ensemble Selection for SuperParent-One-Dependence Estimators.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb, Zijian Zheng	Multistrategy Ensemble Learning: Reducing Error by Combining Ensemble Learning Techniques.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF
1	Honghua Dai, Geoffrey I. Webb	Guest Editors' Introduction.	International Journal of Software Engineering and Knowledge Engineering	2004	DBLP DOI BibTeX RDF
1	Dhananjay R. Thiruvady, Geoffrey I. Webb	Mining Negative Rules Using GRD.	PAKDD	2004	DBLP DOI BibTeX RDF	Negative Rules, Rule Discovery
1	Zhihai Wang, Geoffrey I. Webb, Fei Zheng	Selective Augmented Bayesian Network Classifiers Based on Rough Set Theory.	PAKDD	2004	DBLP DOI BibTeX RDF	Machine Learning, Bayesian Network, Naive Bayes
1	Geoffrey I. Webb, Xinghuo Yu (eds.)	AI 2004: Advances in Artificial Intelligence, 17th Australian Joint Conference on Artificial Intelligence, Cairns, Australia, December 4-6, 2004, Proceedings	Australian Conference on Artificial Intelligence	2004	DBLP BibTeX RDF
1	Chengqi Zhang, Shichao Zhang, Geoffrey I. Webb	Identifying Approximate Itemsets of Interest in Large Databases.	Appl. Intell.	2003	DBLP DOI BibTeX RDF
1	Ying Yang, Geoffrey I. Webb	Weighted Proportional k-Interval Discretization for Naive-Bayes Classifiers.	PAKDD	2003	DBLP DOI BibTeX RDF
1	Hongbo Shi, Zhihai Wang, Geoffrey I. Webb, Houkuan Huang	A New Restricted Bayesian Network Classifier.	PAKDD	2003	DBLP DOI BibTeX RDF	Classification, Bayesian Network, Naive Bayes
1	Shane M. Butler, Geoffrey I. Webb, Rob A. Lewis	A Case Study in Feature Invention for Breast Cancer Diagnosis Using X-Ray Scatter Images.	Australian Conference on Artificial Intelligence	2003	DBLP DOI BibTeX RDF	Applications, Knowledge discovery and data mining
1	Zhihai Wang, Geoffrey I. Webb, Fei Zheng	Adjusting Dependence Relations for Semi-Lazy TAN Classifiers.	Australian Conference on Artificial Intelligence	2003	DBLP DOI BibTeX RDF
1	Ying Yang, Geoffrey I. Webb	On Why Discretization Works for Naive-Bayes Classifiers.	Australian Conference on Artificial Intelligence	2003	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb, Shane M. Butler, Douglas A. Newlands	On detecting differences between groups.	KDD	2003	DBLP DOI BibTeX RDF	contrast-set discovery, retailing, rule discovery
1	Damien Brain, Geoffrey I. Webb	The Need for Low Bias Algorithms in Classification Learning from Large Data Sets.	PKDD	2002	DBLP DOI BibTeX RDF
1	Zhihai Wang, Geoffrey I. Webb	Comparison of Lazy Bayesian Rule and Tree-Augmented Bayesian Learning.	ICDM	2002	DBLP DOI BibTeX RDF
1	James E. Pearce, Geoffrey I. Webb, Robin N. Shaw, Brian Garner	Experimentation and Self Learning in Continuous Database Marketing.	ICDM	2002	DBLP DOI BibTeX RDF
1	Yakov Frayman, Bernard F. Rolfe, Geoffrey I. Webb	Solving Regression Problems Using Competitive Ensemble Models.	Australian Joint Conference on Artificial Intelligence	2002	DBLP DOI BibTeX RDF
1	Ying Yang, Geoffrey I. Webb	Non-Disjoint Discretization for Naive-Bayes Classifiers.	ICML	2002	DBLP BibTeX RDF
1	Geoffrey I. Webb, Michael J. Pazzani, Daniel Billsus	Machine Learning for User Modeling.	User Model. User-Adapt. Interact.	2001	DBLP DOI BibTeX RDF	machine learning, World Wide Web, computational complexity, user modeling, concept drift, information agents
1	Geoffrey I. Webb	Candidate Elimination Criteria for Lazy Bayesian Rules.	Australian Joint Conference on Artificial Intelligence	2001	DBLP DOI BibTeX RDF	machine learning
1	Songmao Zhang, Geoffrey I. Webb	Further Pruning for Efficient Association Rule Discovery.	Australian Joint Conference on Artificial Intelligence	2001	DBLP DOI BibTeX RDF	machine learning, search
1	Ying Yang, Geoffrey I. Webb	Proportional k-Interval Discretization for Naive-Bayes Classifiers.	ECML	2001	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Discovering associations with numeric variables.	KDD	2001	DBLP DOI BibTeX RDF	Impact Rule, Search, Association Rule, Numeric Data
1	Geoffrey I. Webb	MultiBoosting: A Technique for Combining Boosting and Wagging.	Machine Learning	2000	DBLP DOI BibTeX RDF
1	Zijian Zheng, Geoffrey I. Webb	Lazy Learning of Bayesian Rules.	Machine Learning	2000	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Efficient search for association rules.	KDD	2000	DBLP DOI BibTeX RDF	search, association rule
1	Geoffrey I. Webb, Jason Wells, Zijian Zheng	An Experimental Evaluation of Integrating Machine Learning with Knowledge Acquisition.	Machine Learning	1999	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Decision Tree Grafting From the All Tests But One Partition.	IJCAI	1999	DBLP BibTeX RDF
1	Zijian Zheng, Geoffrey I. Webb	Stochastic Attribute Selection Committees with Aultiple Boosting: Learning More Accurate and More Stable Classifer Committees.	PAKDD	1999	DBLP DOI BibTeX RDF
1	Douglas A. Newlands, Geoffrey I. Webb	Convex Hulls in Concept Induction.	PAKDD	1999	DBLP DOI BibTeX RDF	classification learning, convex hulls, induction
1	Zijian Zheng, Geoffrey I. Webb, Kai Ming Ting	Lazy Bayesian Rules: A Lazy Semi-Naive Bayesian Learning Technique Competitive to Boosting Decision Trees.	ICML	1999	DBLP BibTeX RDF
1	Bark Cheung Chiu, Geoffrey I. Webb	Using Decision Trees for Agent Modeling: Improving Prediction Performance.	User Model. User-Adapt. Interact.	1998	DBLP DOI BibTeX RDF	Decision tree, Student modeling, Inductive learning, Agent modeling
1	Geoffrey I. Webb	Preface to UMUAI Special Issue on Machine Learning for User Modeling.	User Model. User-Adapt. Interact.	1998	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb, Michael J. Pazzani	Adjusted Probability Naive Bayesian Induction.	Australian Joint Conference on Artificial Intelligence	1998	DBLP DOI BibTeX RDF
1	Zijian Zheng, Geoffrey I. Webb	Stochastic Attribute Selection Committees.	Australian Joint Conference on Artificial Intelligence	1998	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	The Problem of Missing Values in Decision Tree Grafting.	Australian Joint Conference on Artificial Intelligence	1998	DBLP DOI BibTeX RDF	Grafting, Missing Values, Decision Tree Learning
1	Murlikrishna Viswanathan, Geoffrey I. Webb	Classification Learning Using All Rules.	ECML	1998	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb, Mark Kuzmycz	Evaluation of Data Aging: A Technique for Discounting Old Data During Student Modeling.	Intelligent Tutoring Systems	1998	DBLP BibTeX RDF
1	Geoffrey I. Webb	Decision Tree Grafting.	IJCAI	1997	DBLP BibTeX RDF
1	Bark Cheung Chiu, Geoffrey I. Webb, Zijian Zheng	Using Decision Trees for Agent Modelling: A Study on Resolving Confliction Predictions.	Australian Joint Conference on Artificial Intelligence	1997	DBLP DOI BibTeX RDF
1	Geoffrey I. Webb	Integrating machine learning with knowledge acquisition through direct interaction with domain experts.	Knowl.-Based Syst.	1996	DBLP DOI BibTeX RDF

Publications of "Geoffrey I. Webb" ( http://dblp.L3S.de/Authors/Geoffrey_I._Webb )