Julia Handl
Orcid: 0000-0002-4338-1806Affiliations:
- University of Manchester, UK
According to our database1,
Julia Handl
authored at least 60 papers
between 2002 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
What's in a distance? Exploring the interplay between distance measures and internal cluster validity in multi-objective clustering.
Nat. Comput., June, 2023
IEEE Trans. Evol. Comput., 2023
Proceedings of the Optimization and Learning - 6th International Conference, 2023
Capacitated School Bus Routing Problem with Time Windows, Heterogeneous Fleets and Travel Assistants.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
2022
Dataset, November, 2022
IEEE Trans. Evol. Comput., 2022
Multiobjective optimisation and decision making for vessel routing - a prototype and case study.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
2021
Publication outperformance among global South researchers: An analysis of individual-level and publication-level predictors of positive deviance.
Scientometrics, 2021
Towards a fairer reimbursement system for burn patients using cost-sensitive classification.
CoRR, 2021
An evolutionary many-objective approach to multiview clustering using feature and relational data.
Appl. Soft Comput., 2021
On the Interaction Between Distance Functions and Clustering Criteria in Multi-objective Clustering.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
2019
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change, 2019
2018
IEEE Trans. Evol. Comput., 2018
Advances in the Application and Development of Non-Linear Global Optimization Techniques in Computational Structural Biology.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Integrating meta-heuristics, simulation and exact techniques for production planning of a failure-prone manufacturing system.
Eur. J. Oper. Res., 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Evolutionary robust optimization in production planning - interactions between number of objectives, sample size and choice of robustness measure.
Comput. Oper. Res., 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
A New Reduced-Length Genetic Representation for Evolutionary Multiobjective Clustering.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
CVis - Towards a novel visualization tool to explore the relationship between input and output partitions in multi-objective clustering ensembles.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017
2016
Generating, Maintaining, and Exploiting Diversity in a Memetic Algorithm for Protein Structure Prediction.
Evol. Comput., 2016
Workshop Evolutionary Computation in Computational Structural Biology 2016 Chairs' Welcome.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
2015
Implicit and Explicit Averaging Strategies for Simulation-Based Optimization of a Real-World Production Planning Problem.
Informatica (Slovenia), 2015
Eur. J. Oper. Res., 2015
Multicriterion Segmentation of Demand Markets to Increase Forecasting Accuracy of Analogous Time Series: A First Investigation.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015
Using Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Thirteenth European Conference Artificial Life, 2015
2013
Comparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
2010
Streamlining the construction of large-scale dynamic models using generic kinetic equations.
Bioinform., 2010
2009
Artefacts and biases affecting the evaluation of scoring functions on decoy sets for protein structure prediction.
Bioinform., 2009
2008
Investigations into the Effect of Multiobjectivization in Protein Structure Prediction.
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
2007
IEEE Trans. Evol. Comput., 2007
IEEE ACM Trans. Comput. Biol. Bioinform., 2007
2006
Proceedings of the Multi-Objective Machine Learning, 2006
PhD thesis, 2006
An Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of Clusters.
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
2005
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Proceedings of the Parallel Problem Solving from Nature, 2004
2003
On the Performance of Ant-based Clustering.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Proceedings of the Engineering Self-Organising Systems, 2003
2002
Proceedings of the Parallel Problem Solving from Nature, 2002