Search results for "Gavin Brown"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Gavin Brown, Adam Pocock, Ming-Jie Zhao, Mikel Luján	Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection.	Journal of Machine Learning Research	2012	DBLP BibTeX RDF
1	Adam Pocock, Mikel Luján, Gavin Brown	Informative Priors for Markov Blanket Discovery.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Gavin Brown, Alexander M. Kasprzyk	Small polygons and toric codes	CoRR	2012	DBLP BibTeX RDF
1	Tim Kovacs, Narayanan Unny Edakunni, Gavin Brown	Accuracy exponentiation in UCS and its effect on voting margins.	GECCO	2011	DBLP DOI BibTeX RDF
1	Narayanan Unny Edakunni, Gavin Brown, Tim Kovacs	Online, GA based mixture of experts: a probabilistic model of ucs.	GECCO	2011	DBLP DOI BibTeX RDF
1	Jeremy Singer, George Kovoor, Gavin Brown, Mikel Luján	Garbage collection auto-tuning for Java mapreduce on multi-cores.	ISMM	2011	DBLP DOI BibTeX RDF
1	Jeremy Singer, Gavin Brown, Mikel Luján, Adam Pocock, Paraskevas Yiapanis	Fundamental Nano-Patterns to Characterize and Classify Java Methods.	Electr. Notes Theor. Comput. Sci.	2010	DBLP DOI BibTeX RDF
1	Robi Polikar, Joseph DePasquale, Hussein Syed Mohammed, Gavin Brown, Ludmila I. Kuncheva	Learn++.MF: A random subspace approach for the missing feature problem.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Gavin Brown	Ensemble Learning.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Tom Seaton, Gavin Brown, Julian F. Miller	Analytic Solutions to Differential Equations under Graph-Based Genetic Programming.	EuroGP	2010	DBLP DOI BibTeX RDF
1	Jeremy Singer, Richard E. Jones, Gavin Brown, Mikel Luján	The economics of garbage collection.	ISMM	2010	DBLP DOI BibTeX RDF	allocation curve, java, garbage collection, memory management, elasticity, microeconomics
1	Gavin Brown, Ludmila I. Kuncheva	"Good" and "Bad" Diversity in Majority Vote Ensembles.	MCS	2010	DBLP DOI BibTeX RDF
1	Adam Pocock, Paraskevas Yiapanis, Jeremy Singer, Mikel Luján, Gavin Brown	Online Non-stationary Boosting.	MCS	2010	DBLP DOI BibTeX RDF
1	Gavin Brown	Some Thoughts at the Interface of Ensemble Methods and Feature Selection.	MCS	2010	DBLP DOI BibTeX RDF
1	Gavin Brown	A New Perspective for Information Theoretic Feature Selection.	Journal of Machine Learning Research - Proceedings Track	2009	DBLP BibTeX RDF
1	Narayanan Unny Edakunni, Tim Kovacs, Gavin Brown, James A. R. Marshall	Modeling UCS as a mixture of experts.	GECCO	2009	DBLP DOI BibTeX RDF	probabilistic modeling, learning classifier system, mixture of experts, UCS
1	Gavin Brown	An Information Theoretic Perspective on Multiple Classifier Systems.	MCS	2009	DBLP DOI BibTeX RDF
1	Amir Ahmad, Gavin Brown	A Study of Random Linear Oracle Ensembles.	MCS	2009	DBLP DOI BibTeX RDF	Clusters, Naive Bayes, Classifier Ensemble, Subclasses
1	Manuela Zanda, Gavin Brown	A Study of Semi-supervised Generative Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
1	Amir Ahmad, Gavin Brown	Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data.	MCS	2009	DBLP DOI BibTeX RDF	Random Ordinality, Binary splits, Multi-way splits, Decision trees, Data fragmentation
1	James A. R. Marshall, Gavin Brown, Tim Kovacs	Bayesian estimation of rule accuracy in UCS.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	discounting, inexperience, learning classifier systems, bayesian estimation, UCS
1	Gavin Brown, Tim Kovacs, James A. R. Marshall	UCSpv: principled voting in UCS rule populations.	GECCO	2007	DBLP DOI BibTeX RDF	AdaBoost, ensembles, classifier systems, fitness evaluation, pattern recognition and classification
1	Jeremy Singer, Gavin Brown, Ian Watson, John Cavazos	Intelligent selection of application-specific garbage collectors.	ISMM	2007	DBLP DOI BibTeX RDF	application-specific garbage collection, machine learning
1	Manuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli	Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation.	MCS	2007	DBLP DOI BibTeX RDF
1	Jeremy Singer, Gavin Brown, Mikel Luján, Ian Watson	Towards intelligent analysis techniques for object pretenuring.	PPPJ	2007	DBLP DOI BibTeX RDF	object lifetime analysis, pretenuring, information theory
1	Jeremy Singer, Gavin Brown	Return Value Prediction meets Information Theory.	Electr. Notes Theor. Comput. Sci.	2006	DBLP DOI BibTeX RDF
1	Gavin Brown, Jeremy L. Wyatt, Peter Tino	Managing Diversity in Regression Ensembles.	Journal of Machine Learning Research	2005	DBLP BibTeX RDF
1	Gavin Brown, Jeremy L. Wyatt, Rachel Harris, Xin Yao	Diversity creation methods: a survey and categorisation.	Information Fusion	2005	DBLP DOI BibTeX RDF
1	Gavin Brown, Jeremy L. Wyatt, Ping Sun	Between Two Extremes: Examining Decompositions of the Ensemble Objective Function.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
1	Gavin Brown, Jeremy L. Wyatt	Negative Correlation Learning and the Ambiguity Family of Ensemble Methods.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
1	Gavin Brown, Jeremy L. Wyatt	The Use of the Ambiguity Decomposition in Neural Network Ensemble Learning Methods.	ICML	2003	DBLP BibTeX RDF
1	Gavin Brown, Dai Feng, Sun Yong Sheng	Kolmogorov Width of Classes of Smooth Functions on the Sphere Sd-1.	J. Complexity	2002	DBLP DOI BibTeX RDF
1	Gavin Brown	Datagraphs in Algebraic Geometry and K3 Surfaces.	SNSC	2001	DBLP DOI BibTeX RDF

Publications of "Gavin Brown" ( http://dblp.L3S.de/Authors/Gavin_Brown )