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Emma Hart

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

73

Venues

12

Active years

1997–2026

Best venue rank

A

Where they publish

Papers

73 indexed papers, newest first.

YearVenueTitleAuthors
2026PPSNA Generator for Creating Streaming Continuous Optimisation Benchmarks.Mate Botond Nemeth, Emma Hart, Kevin Sim, Quentin Renau
2025FOGAEfficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances.Jeroen Rook, Quentin Renau, Heike Trautmann, Emma Hart
2025GECCOClass Incremental Learning for Algorithm Selection.Mate Botond Nemeth, Emma Hart, Kevin Sim, Quentin Renau
2025NCADistributed Resource Selection for Self-Organising Cloud-Edge Systems.Quentin Renau, Amjad Ullah, Emma Hart
2024GECCOImproving Efficiency of Evolving Robot Designs via Self-Adaptive Learning Cycles and an Asynchronous Architecture.Leni K. Le Goff, Emma Hart
2024GECCOLearning Descriptors for Novelty-Search Based Instance Generation via Meta-evolution.Alejandro Marrero, Eduardo Segredo, Coromoto Len, Emma Hart
2024GECCOEalain: A Camera Simulation Tool to Generate Instances for Multiple Classes of Optimisation Problem.Quentin Renau, Johann Dro, Emma Hart
2024GECCOImproving Algorithm-Selectors and Performance-Predictors via Learning Discriminating Training Samples.Quentin Renau, Emma Hart
2024GECCOUnderstanding Fitness Landscapes in Morpho-Evolution via Local Optima Networks.Sarah L. Thomson, Lni K. Le Goff, Emma Hart, Edgar Buchanan
2024InterspeechAutomated Human-Readable Label Generation in Open Intent Discovery.Grant Anderson, Emma Hart, Dimitra Gkatzia, Ian Beaver
2024PPSNEvaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances.Emma Hart, Quentin Renau, Kevin Sim, Mohamad Alissa
2024PPSNIdentifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection.Quentin Renau, Emma Hart
2024SIGdialAn Open Intent Discovery Evaluation Framework.Grant Anderson, Emma Hart, Dimitra Gkatzia, Ian Beaver
2023GECCOA Feature-Free Approach to Automated Algorithm Selection.Mohamad Alissa, Kevin Sim, Emma Hart
2023GECCOTowards optimisers that 'Keep Learning'.Emma Hart, Ian Miguel, Christopher Stone, Quentin Renau
2023GECCOLearning-Based Neural Ant Colony Optimization.Yi Liu, Jiang Qiu, Emma Hart, Yilan Yu, Zhongxue Gan, Wei Li
2023GECCOGenerating diverse and discriminatory knapsack instances by searching for novelty in variable dimensions of feature-space.Alejandro Marrero, Eduardo Segredo, Emma Hart, Jakob Bossek, Aneta Neumann
2023GECCOEvolving Herding Behaviour Diversity in Robot Swarms.Geoff Nitschke, Scott Hallauer, Emma Hart
2022GECCOThe diversity-accuracy duality in ensembles of classifiers.Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt
2022PPSNA Novelty-Search Approach to Filling an Instance-Space with Diverse and Discriminatory Instances for the Knapsack Problem.Alejandro Marrero, Eduardo Segredo, Coromoto Len, Emma Hart
2022PPSNEvolutionary Approaches to Improving the Layouts of Instance-Spaces.Kevin Sim, Emma Hart
2021CECA Neural Approach to Generation of Constructive Heuristics.Mohamad Alissa, Kevin Sim, Emma Hart
2021GECCOUsing novelty search to explicitly create diversity in ensembles of classifiers.Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt
2021GECCOOn the challenges of jointly optimising robot morphology and control using a hierarchical optimisation scheme.Lni K. Le Goff, Emma Hart
2020CECImproving Classification of Metamorphic Malware by Augmenting Training Data with a Diverse Set of Evolved Mutant Samples.Kehinde O. Babaagba, Zhiyuan Tan, Emma Hart
2020GECCOA deep learning approach to predicting solutions in streaming optimisation domains.Mohamad Alissa, Kevin Sim, Emma Hart
2020GECCODiversity-driven wide learning for training distributed classification models.Rui P. Cardoso, Emma Hart, Jeremy V. Pitt
2020GECCOIf it evolves it needs to learn.A. E. Eiben, Emma Hart
2020INLGImproving the Naturalness and Diversity of Referring Expression Generation models using Minimum Risk Training.Nikolaos Panagiaris, Emma Hart, Dimitra Gkatzia
2019GECCOAlgorithm selection using deep learning without feature extraction.Mohamad Alissa, Kevin Sim, Emma Hart
2019GECCOEvolving robust policies for community energy system management.Rui P. Cardoso, Emma Hart, Jeremy V. Pitt
2019GECCOAn illumination algorithm approach to solving the micro-depot routing problem.Neil Urquhart, Silke Hhl, Emma Hart
2019GECCOComparing encodings for performance and phenotypic exploration in evolving modular robots.Frank Veenstra, Emma Hart, Edgar Buchanan, Wei Li, Matteo De Carlo, goston E. Eiben
2018GECCOEvolution of a functionally diverse swarm via a novel decentralised quality-diversity algorithm.Emma Hart, Andreas S. W. Steyven, Ben Paechter
2018GECCOA novel similarity-based mutant vector generation strategy for differential evolution.Eduardo Segredo, Eduardo Lalla-Ruiz, Emma Hart
2018ISoLAEngineering Sustainable and Adaptive Systems in Dynamic and Unpredictable Environments.Rui P. Cardoso, Rosaldo J. F. Rossetti, Emma Hart, David Burth Kurka, Jeremy Pitt
2018PPSNOn the Synthesis of Perturbative Heuristics for Multiple Combinatorial Optimisation Domains.Christopher Stone, Emma Hart, Ben Paechter
2018PPSNOptimisation and Illumination of a Real-World Workforce Scheduling and Routing Application (WSRP) via Map-Elites.Neil Urquhart, Emma Hart
2017GECCOOn constructing ensembles for combinatorial optimisation.Emma Hart, Kevin Sim
2017GECCOA hybrid method for feature construction and selection to improve wind-damage prediction in the forestry sector.Emma Hart, Kevin Sim, Barry Gardiner, Kana Kamimura
2017GECCOValidation of a learning and evolving robot swarm.Rasmus Munk, Emma Hart, Ben Paechter
2017GECCOAn investigation of environmental influence on the benefits of adaptation mechanisms in evolutionary swarm robotics.Andreas Steyven, Emma Hart, Ben Paechter
2017KESImpact of selection methods on the diversity of many-objective Pareto set approximations.Luis Mart, Eduardo Segredo, Nayat Snchez-Pi, Emma Hart
2016CECHybrid parameter control approach applied to a diversity-based multi-objective memetic algorithm for frequency assignment problems.Eduardo Segredo, Ben Paechter, Emma Hart, Carlos Ignacio Gonzalez-Vila
2016GECCOWomen@GECCO 2016 Chairs' Welcome.Carola Doerr, Julia Handl, Emma Hart, Gabriela Ochoa, Amarda Shehu, Tea Tusar, Anya E. Vostinar, Christine Zarges, Nur Zincir-Heywood
2016GECCOA Modified Grid Diversity Operator for Discrete Optimization and its Application to Wind Farm Layout Optimization Problems.Ahmed Salah, Emma Hart
2016GECCOA Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem.Kevin Sim, Emma Hart
2016PPSNAnalysing the Performance of Migrating Birds Optimisation Approaches for Large Scale Continuous Problems.Eduardo Lalla-Ruiz, Eduardo Segredo, Stefan Vo, Emma Hart, Ben Paechter
2016PPSNUnderstanding Environmental Influence in an Open-Ended Evolutionary Algorithm.Andreas Steyven, Emma Hart, Ben Paechter
2015GECCOImproving Survivability in Environment-driven Distributed Evolutionary Algorithms through Explicit Relative Fitness and Fitness Proportionate Communication.Emma Hart, Andreas Steyven, Ben Paechter
2015GECCOGrid Diversity Operator for Some Population-Based Optimization Algorithms.Ahmed Salah, Emma Hart
2015GECCOA Novel Heuristic Generator for JSSP Using a Tree-Based Representation of Dispatching Rules.Kevin Sim, Emma Hart
2015GECCOThe Cost of Communication: Environmental Pressure and Survivability in mEDEA.Andreas Steyven, Emma Hart, Ben Paechter
2015GECCOMulti-Modal Employee Routing with Time Windows in an Urban Environment.Neil B. Urquhart, Emma Hart, Alistair Judson
2014ALIFEIdiotypic Networks for Evolutionary Controllers in Virtual Creatures.Nicola Capodieci, Emma Hart, Giacomo Cabri
2014GECCOArtificial immune systems in the context of autonomic computing: integrating design paradigms.Nicola Capodieci, Emma Hart, Giacomo Cabri
2014GECCOA real-world employee scheduling and routing application.Emma Hart, Kevin Sim, Neil Urquhart
2014GECCOAn improved immune inspired hyper-heuristic for combinatorial optimisation problems.Kevin Sim, Emma Hart
2014PPSNOn the Life-Long Learning Capabilities of a NELLI*: A Hyper-Heuristic Optimisation System.Emma Hart, Kevin Sim
2013GECCOGenerating single and multiple cooperative heuristics for the one dimensional bin packing problem using a single node genetic programming island model.Kevin Sim, Emma Hart
2013GECCOIncorporating emissions models within a multi-objectivevehicle routing problem.Neil Urquhart, Catherine Scott, Emma Hart
2013GECCOUsing graphical information systems to improve vehicle routing problem instances.Neil Urquhart, Catherine Scott, Emma Hart
2012PPSNA Hyper-Heuristic Classifier for One Dimensional Bin Packing Problems: Improving Classification Accuracy by Attribute Evolution.Kevin Sim, Emma Hart, Ben Paechter
2010CECBuilding low CO2 solutions to the vehicle routing problem with Time Windows using an evolutionary algorithm.Neil Urquhart, Emma Hart, Cathy Scott
2004CECHyper-heuristics applied to class and exam timetabling problems.Peter Ross, Javier G. Marn-Blzquez, Emma Hart
2003GECCOLearning a Procedure That Can Solve Hard Bin-Packing Problems: A New GA-Based Approach to Hyper-heuristics.Peter Ross, Javier G. Marn-Blzquez, Sonia Schulenburg, Emma Hart
2002GECCOHyper-heuristics: Learning To Combine Simple Heuristics In Bin-packing Problems.Peter Ross, Sonia Schulenburg, Javier G. Marn-Blzquez, Emma Hart
2000GECCOEnhancing the Performance of a GA through Visualization.Emma Hart, Peter Ross
1999GECCOAn Immune System Approach to Scheduling in Changing Environments.Emma Hart, Peter Ross
1998PPSNA Heuristic Combination Method for Solving Job-Shop Scheduling Problems.Emma Hart, Peter Ross
1998PPSNA Comparison of Dominance Mechanisms and Simple Mutation on Non-stationary Problems.Jonathan Lewis, Emma Hart, Graeme Ritchie
1998PPSNAn Adaptive Mutation Scheme for a Penalty-Based Graph-Colouring GA.Peter Ross, Emma Hart
1997PATATSome Observations about GA-Based Exam Timetabling.Peter Ross, Emma Hart, David Corne