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Julia Handl

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

36

Venues

9

Active years

2002–2026

Best venue rank

A

Where they publish

Papers

36 indexed papers, newest first.

YearVenueTitleAuthors
2026GECCOConstructing Streams of Optimization Instances for Benchmarking Algorithm Selection and Configuration Approaches in Streaming Scenarios.Margherita Battistotti, Manuel Lpez-Ibez, Kate Smith-Miles, Julia Handl, Mario Andrs Muoz
2026GECCOAn Efficient Hybrid Racing Method for Portfolio Configuration.Anthony Rasulo, Manuel Lpez-Ibez, Julia Handl, Mario Andrs Muoz, Kate Smith-Miles
2025GECCOMultiobjective Ingredient Optimization for Recipe Planning.Nga Man Chan, Julia Handl
2025GECCOPartition2Vec - Towards Representation Learning for Evolutionary Clustering using Siamese Autoencoders.Julia Handl
2025GECCOSchool Bus Routing for Pupils with Special Needs Under Uncertainty: An Averaging Approach.Ozioma Paul, Julia Handl, Manuel Lpez-Ibez
2024GECCOA Review of Randomness Techniques in Deep Neural Networks.Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl
2024GECCOExtending Instance Space Analysis to Algorithm Configuration Spaces.Anthony Rasulo, Kate Smith-Miles, Mario A. Muoz, Julia Handl, Manuel Lpez-Ibez
2023GECCOCapacitated School Bus Routing Problem with Time Windows, Heterogeneous Fleets and Travel Assistants.Ozioma Paul, Julia Handl, Manuel Lpez-Ibez
2022PPSNMulti-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis.Adn Jos Garca, Julie Jacques, Alexandre Filiot, Julia Handl, David Launay, Vincent Sobanski, Clarisse Dhaenens
2021EMOOn the Interaction Between Distance Functions and Clustering Criteria in Multi-objective Clustering.Adn Jos Garca, Julia Handl
2019GECCOMany-view clustering: an illustration using multiple dissimilarity measures.Adn Jos Garca, Julia Handl, Wilfrido Gmez-Flores, Mario Garza-Fabre
2019GECCOEvolving controllably difficult datasets for clustering.Cameron Shand, Richard Allmendinger, Julia Handl, Andrew M. Webb, John Keane
2019IDEALStudying the Evolution of the 'Circular Economy' Concept Using Topic Modelling.Sampriti Mahanty, Frank Boons, Julia Handl, Riza Batista-Navarro
2019IDEALA Clustering-Based Patient Grouper for Burn Care.Chimdimma Noelyn Onah, Richard Allmendinger, Julia Handl, Paraskevas Yiapanis, Kenneth W. Dunn
2018GECCOTowards an adaptive encoding for evolutionary data clustering.Cameron Shand, Richard Allmendinger, Julia Handl, John Keane
2017CIBCBCVis - Towards a novel visualization tool to explore the relationship between input and output partitions in multi-objective clustering ensembles.Katti Faceli, Tiemi C. Sakata, Julia Handl
2017EMOA New Reduced-Length Genetic Representation for Evolutionary Multiobjective Clustering.Mario Garza-Fabre, Julia Handl, Joshua D. Knowles
2017GECCOOn heuristic bias in fragment-assembly methods for protein structure prediction.Julia Handl, Mario Garza-Fabre, Shaun M. Kandathil, Simon C. Lovell
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
2016GECCOWorkshop Evolutionary Computation in Computational Structural Biology 2016 Chairs' Welcome.Jos Santos Reyes, Julia Handl, Amarda Shehu
2015GECCOUsing Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta.Mario Garza-Fabre, Shaun M. Kandathil, Julia Handl, Joshua D. Knowles, Simon C. Lovell
2015IWINACMulticriterion Segmentation of Demand Markets to Increase Forecasting Accuracy of Analogous Time Series: A First Investigation.Emiao Lu, Julia Handl
2013EMOEvidence Accumulation in Multiobjective Data Clustering.Julia Handl, Joshua D. Knowles
2013GECCOComparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier.Ricardo Aler, Julia Handl, Joshua D. Knowles
2012PPSNClustering Criteria in Multiobjective Data Clustering.Julia Handl, Joshua D. Knowles
2008PPSNMultiobjectivization by Decomposition of Scalar Cost Functions.Julia Handl, Simon C. Lovell, Joshua D. Knowles
2008PPSNInvestigations into the Effect of Multiobjectivization in Protein Structure Prediction.Julia Handl, Simon C. Lovell, Joshua D. Knowles
2006GECCOOn semi-supervised clustering via multiobjective optimization.Julia Handl, Joshua D. Knowles
2006IJCNNSemi-supervised feature selection via multiobjective optimization.Julia Handl, Joshua D. Knowles
2006PPSNAn Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of Clusters.Julia Handl, Joshua D. Knowles
2005CECMultiobjective clustering around medoids.Julia Handl, Joshua D. Knowles
2005CECImprovements to the scalability of multiobjective clustering.Julia Handl, Joshua D. Knowles
2005EMOExploiting the Trade-off - The Benefits of Multiple Objectives in Data Clustering.Julia Handl, Joshua D. Knowles
2004PPSNEvolutionary Multiobjective Clustering.Julia Handl, Joshua D. Knowles
2003HISOn the Performance of Ant-based Clustering.Julia Handl, Joshua D. Knowles, Marco Dorigo
2002PPSNImproved Ant-Based Clustering and Sorting.Julia Handl, Bernd Meyer