Empirical Evidence for Ultrametric Structure in Multi layer Perceptron Error Surfaces. - Marcus Gallagher; Tom Downs; Ian A. Wood (Neural Process. Lett., 2002)

Boltzmann machine learning: analysis and improvements - Ian A. Wood (2003)

Bayesian inference in estimation of distribution algorithms. - Marcus Gallagher; Ian A. Wood; Jonathan M. Keith; George Y. Sofronov (IEEE Congress on Evolutionary Computation, 2007)

Classification based upon gene expression data: bias and precision of error rates. - Ian A. Wood; Peter M. Visscher; Kerrie L. Mengersen (Bioinform., 2007)

Nonlinear Features for Single-Channel Diagnosis of Sleep-Disordered Breathing Diseases. - Suren I. Rathnayake; Ian A. Wood; Udantha R. Abeyratne; Craig Hukins (IEEE Trans. Biomed. Eng., 2010)

Ontology Guided Data Linkage Framework for Discovering Meaningful Data Facts. - Mohammed Gollapalli; Xue Li 001; Ian A. Wood; Guido Governatori (ADMA (2), 2011)

Approximate Record Matching Using Hash Grams. - Mohammed Gollapalli; Xue Li 001; Ian A. Wood; Guido Governatori (ICDM Workshops, 2011)

Variable selection in statistical models using population-based incremental learning with applications to genome-wide association studies. - Hien Duy Nguyen; Ian A. Wood (IEEE Congress on Evolutionary Computation, 2012)

Approximating the tail of the Anderson-Darling distribution. - Adam W. Grace; Ian A. Wood (Comput. Stat. Data Anal., 2012)

Automated discovery of multi-faceted ontologies for accurate query answering and future semantic reasoning. - Mohammed Gollapalli; Xue Li 001; Ian A. Wood (Data Knowl. Eng., 2013)

Maximum Pseudolikelihood Estimation for Mixture-Markov Random Field Segmentation of the Brain. - Amy Chan; Ian A. Wood; Jurgen Fripp (DICTA, 2016)

Mixtures of spatial spline regressions for clustering and classification. - Hien Duy Nguyen; Geoffrey J. McLachlan; Ian A. Wood (Comput. Stat. Data Anal., 2016)

A Block Successive Lower-Bound Maximization Algorithm for the Maximum Pseudo-Likelihood Estimation of Fully Visible Boltzmann Machines. - Hien Duy Nguyen; Ian A. Wood (Neural Comput., 2016)

Asymptotic Normality of the Maximum Pseudolikelihood Estimator for Fully Visible Boltzmann Machines. - Hien Duy Nguyen; Ian A. Wood (IEEE Trans. Neural Networks Learn. Syst., 2016)

A Model-Based Framework for Black-Box Problem Comparison Using Gaussian Processes. - Sobia Saleem; Marcus Gallagher; Ian A. Wood (PPSN (2), 2018)

Direct Feature Evaluation in Black-Box Optimization Using Problem Transformations. - Sobia Saleem; Marcus Gallagher; Ian A. Wood (Evol. Comput., 2019)

A Novel Mutation Operator for Variable Length Algorithms. - Saskia Van Ryt; Marcus Gallagher; Ian A. Wood (Australasian Conference on Artificial Intelligence, 2020)