Richard M. Everson

SN Comput. Sci., 2022

A Probabilistic Model for Aircraft in Climb using Monotonic Functional Gaussian Process Emulators.

[BibT_eX]

[DOI]

CoRR, 2022

Guiding surrogate-assisted multi-objective optimisation with decision maker preferences.

[BibT_eX]

[DOI]

Finley J. Gibson

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021

Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation.

[BibT_eX]

[DOI]

Alma As-Aad Rahat

ACM Trans. Evol. Learn. Optim., 2021

Asynchronous ε-Greedy Bayesian Optimisation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

How Bayesian should Bayesian optimisation be?

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Optimising Diversity in Classifier Ensembles of Classification Trees.

[BibT_eX]

[DOI]

Carina Ivascu

Proceedings of the Applications of Evolutionary Computation, 2021

Multi-Objective Bayesian Optimisation Using an Exploitative Attainment Front Acquisition Function.

[BibT_eX]

[DOI]

Finley J. Gibson

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

What do you mean?: the role of the mean function in bayesian optimisation.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

ϵ-shotgun: ϵ-greedy batch bayesian optimisation.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

A Bayesian Approach for the Robust Optimisation of Expensive-To-Evaluate Functions.

[BibT_eX]

[DOI]

Nicholas D. Sanders

Rama Krishna Sai Subrahmanyam Gorthi

CoRR, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.

[BibT_eX]

[DOI]

Abdelrahman Eldesokey

Alireza Memarmoghadam

Ardhendu Shekhar Tripathi

Arnold W. M. Smeulders

Joni-Kristian Kämäräinen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Solving the first and last mile problem with connected and autonomous vehicles.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Part-Based Tracking by Sampling.

[BibT_eX]

[DOI]

CoRR, 2018

A Suite of Computationally Expensive Shape Optimisation Problems Using Computational Fluid Dynamics.

[BibT_eX]

[DOI]

Steven J. Daniels

Gavin R. Tabor

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Brain Tumour Segmentation Method Based on Supervoxels and Sparse Dictionaries.

[BibT_eX]

[DOI]

Juan Pablo Serrano Rubio

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Emotional Faces in the Wild: Feature Descriptors for Emotion Classification.

[BibT_eX]

[DOI]

Huthaifa Abuhammad

Gorthi R. K. Sai Subrahmanyam

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.

[BibT_eX]

[DOI]

Abdelrahman Eldesokey

Gustavo Fernández

Álvaro García-Martín

Álvaro Iglesias-Arias

A. Aydin Alatan

Abel González-García

Alfredo Petrosino

Alireza Memarmoghadam

Andrea Vedaldi

Andrej Muhic

Anfeng He

Arnold W. M. Smeulders

Guilherme Sousa Bastos

Haibin Ling

Hamed Kiani Galoogahi

Jorge Rodríguez Herranz

Mario Edoardo Maresca

Martin Danelljan

Ming-Hsuan Yang

Mohamed H. Abdelpakey

Pablo Vicente-Moñivar

Rama Krishna Sai Subrahmanyam Gorthi

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Visual Object Tracking: The Initialisation Problem.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

2017

Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.

[BibT_eX]

[DOI]

Medical Image Anal., 2017

Alternative infill strategies for expensive multi-objective optimisation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2016

Visualisation Methods in Genetic and Evolutionary Computation (VizGEC 2016) Chairs' Welcome & Organization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization.

[BibT_eX]

[DOI]

Alma As-Aad Rahat

Yaochu Jin

Handing Wang

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

The Rolling Tide Evolutionary Algorithm: A Multiobjective Optimizer for Noisy Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2015

How clumpy is my image?

[BibT_eX]

[DOI]

Soft Comput., 2015

Hybrid Evolutionary Approaches to Maximum Lifetime Routing and Energy Efficiency in Sensor Mesh Networks.

[BibT_eX]

[DOI]

Evol. Comput., 2015

3D Intervertebral Disc Segmentation from MRI Using Supervoxel-Based CRFs.

[BibT_eX]

[DOI]

Hugo Hutt

Judith Meakin

Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015

2014

Inexact Bayesian point pattern matching for linear transformations.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Life on the Edge: Characterising the Edges of Mutually Non-dominating Sets.

[BibT_eX]

[DOI]

Evol. Comput., 2014

Multi-objective routing optimisation for battery-powered wireless sensor mesh networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Efficiently identifying pareto solutions when objective values change.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Visualizing Mutually Nondominating Solution Sets in Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2013

Minkowski compactness measure.

[BibT_eX]

[DOI]

Carlos Martinez-Ortiz

Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

How clumpy is my image? Evaluating crowdsourced annotation tasks.

[BibT_eX]

[DOI]

Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Variational Bayesian tracking: Whole track convergence for large-scale ecological video monitoring.

[BibT_eX]

[DOI]

Jacqueline Christmas

Rolando Rodriguez-Munoz

Tom Tregenza

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Edges of mutually non-dominating sets.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Visualising High-Dimensional Pareto Relationships in Two-Dimensional Scatterplots.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

2012

Weakly Supervised Joint Sentiment-Topic Detection from Text.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Multi-objective learning of Relevance Vector Machine classifiers with multi-resolution kernels.

[BibT_eX]

[DOI]

Andrew R. J. Clark

Pattern Recognit., 2012

Visualising many-objective populations.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Robust Autoregression: Student-t Innovations Using Variational Bayes.

[BibT_eX]

[DOI]

Jacqueline Christmas

IEEE Trans. Signal Process., 2011

Sentence Subjectivity Detection with Weakly-Supervised Learning.

[BibT_eX]

[DOI]

Chenghua Lin

Yulan He

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Rank-based dimension reduction for many-criteria populations.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems

[BibT_eX]

[DOI]

CoRR, 2010

A Bayesian framework for active learning.

[BibT_eX]

[DOI]

Richard Fredlund

Proceedings of the International Joint Conference on Neural Networks, 2010

Temporally coupled Principal Component Analysis: A Probabilistic autoregression method.

[BibT_eX]

[DOI]

Jacqueline Christmas

Proceedings of the International Joint Conference on Neural Networks, 2010

A Comparative Study of Bayesian Models for Unsupervised Sentiment Detection.

[BibT_eX]

[DOI]

Chenghua Lin

Yulan He

Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

Visualisation and ordering of many-objective populations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Variable interactions and exploring parameter space in an expensive optimisation problem: Optimising Short Term Conflict Alert.

[BibT_eX]

[DOI]

William J. Reckhouse

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008

Dominance-Based Multiobjective Simulated Annealing.

[BibT_eX]

[DOI]

Kevin I. Smith

Chris Murphy

Rashmi Misra

IEEE Trans. Evol. Comput., 2008

On the efficient use of uncertainty when performing expensive ROC optimisation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Multiobjective Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Multiobjective Problem Solving from Nature, 2008

2007

Estimating Classification Uncertainty of Bayesian Decision TreeTechnique on Financial Data.

[BibT_eX]

[DOI]

Proceedings of the Perception-based Data Mining and Decision Making in Economics and Finance, 2007

Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2007

Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases.

[BibT_eX]

[DOI]

Derek Partridge

Neural Comput. Appl., 2007

Smooth relevance vector machine: a smoothness prior extension of the RVM.

[BibT_eX]

[DOI]

Alexander Schmolck

Mach. Learn., 2007

Investigating hybrids of evolutionary search and linear discriminant analysis for authorship attribution.

[BibT_eX]

[DOI]

Kareem Shaker

David Corne

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Multi-Objective Optimisation for Receiver Operating Characteristic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Multi-Objective Machine Learning, 2006

A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems.

[BibT_eX]

[DOI]

Proceedings of the Integrated Intelligent Systems for Engineering Design, 2006

Multiobjective Optimization of Safety Related Systems: An Application to Short-Term Conflict Alert.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2006

Multi-class ROC analysis from a multi-objective optimisation perspective.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2006

Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique.

[BibT_eX]

[DOI]

J. Math. Model. Algorithms, 2006

Confidence in Classification: A Bayesian Approach.

[BibT_eX]

[DOI]

Derek Partridge

J. Classif., 2006

Classification with Confidence for Critical Systems.

[BibT_eX]

[DOI]

Derek Partridge

Adolfo Hernández

Proceedings of the Developments in Risk-based Approaches to Safety, 2006

Optimising Data-Driven Safety Related Systems.

[BibT_eX]

[DOI]

Proceedings of the Developments in Risk-based Approaches to Safety, 2006

Personalizing Pervasive Services on Top of Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the ACS/IEEE International Conference on Pervasive Services 2006, 2006

Interpretability of Bayesian Decision Trees Induced from Trauma Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005

Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data

[BibT_eX]

[DOI]

CoRR, 2005

The Bayesian Decision Tree Technique with a Sweeping Strategy

[BibT_eX]

[DOI]

CoRR, 2005

A MOPSO Algorithm Based Exclusively on Pareto Dominance Concepts.

[BibT_eX]

[DOI]

Julio E. Alvarez-Benitez

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Multi-objective optimisation in the presence of uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Precision and Recall Optimisation for Information Access Tasks.

[BibT_eX]

Michelle Jayne Fisher

Proceedings of the ROC Analysis in Artificial Intelligence, 1st International Workshop, 2004

ROC Optimisation of Safety Related Systems.

[BibT_eX]

Proceedings of the ROC Analysis in Artificial Intelligence, 1st International Workshop, 2004

Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles.

[BibT_eX]

[DOI]

Adolfo Hernández

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

A Variable Metric Probabilistic k-Nearest-Neighbours Classifier.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Bayesian estimation and classification with incomplete data using mixture models.

[BibT_eX]

[DOI]

Jufen Zhang

Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Dominance measures for multi-objective simulated annealing.

[BibT_eX]

[DOI]

Kevin I. Smith

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

Using unconstrained elite archives for multiobjective optimization.

[BibT_eX]

[DOI]

Sameer Singh

IEEE Trans. Evol. Comput., 2003

When Are Links Useful? Experiments in Text Classification.

[BibT_eX]

[DOI]

Michelle Jayne Fisher

Proceedings of the Advances in Information Retrieval, 2003

Representing interests as a hyperlinked document collection.

[BibT_eX]

[DOI]

Michelle Jayne Fisher

Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002

Controlling Genetic Algorithms With Reinforcement Learning.

[BibT_eX]

James E. Pettinger

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2000

Blind Source Separation for Non-Stationary Mixing.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2000

Inferring the eigenvalues of covariance matrices from limited, noisy data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2000

Maximum certainty data partitioning.

[BibT_eX]

[DOI]

Iead Rezek

Pattern Recognit., 2000

Independent Components Analysis.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Biomedicine, 2000

1999

Independent Component Analysis: A Flexible Nonlinearity and Decorrelating Manifold Approach.

[BibT_eX]

[DOI]

Neural Comput., 1999

1997

Separating spatially distributed response to stimulation from background. I. Optical imaging.

[BibT_eX]

[DOI]