Julia Handl - RankMe

73 papers A 11B 3C 6Journal 25Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Multiobjective Ingredient Optimization for Recipe Planning. GECCO Companion Nga Man Chan, Julia Handl
2025	—	`conf`	Partition2Vec - Towards Representation Learning for Evolutionary Clustering using Siamese Autoencoders. GECCO Companion Julia Handl
2025	—	`conf`	School Bus Routing for Pupils with Special Needs Under Uncertainty: An Averaging Approach. GECCO Companion Ozioma Paul, Julia Handl, Manuel López-Ibáñez
2025	—	`conf`	Towards Xai for the Facilitation of Human-Machine Learning of Graph Structure. ICHMS Julia Handl, Nikolay Mehandjiev
2024	J	`jnl`	A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search. Comput. Oper. Res. Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics
2024	—	`conf`	A Review of Randomness Techniques in Deep Neural Networks. GECCO Companion Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl
2024	—	`conf`	Extending Instance Space Analysis to Algorithm Configuration Spaces. GECCO Companion Anthony Rasulo, Kate Smith-Miles, Mario A. Muñoz, Julia Handl, Manuel López-Ibáñez
2024	—	`ed.`	Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024 GECCO Companion Xiaodong Li, Julia Handl
2024	A	`ed.`	Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024 GECCO Xiaodong Li, Julia Handl
2024	J	`jnl`	Rolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks. CoRR Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl
2024	J	`jnl`	Rolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks. Inf. Sci. Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl
2023	—	`conf`	Capacitated School Bus Routing Problem with Time Windows, Heterogeneous Fleets and Travel Assistants. GECCO Companion Ozioma Paul, Julia Handl, Manuel López-Ibáñez
2023	J	`jnl`	Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views. IEEE Trans. Evol. Comput. Mario Garza-Fabre, Julia Handl, Adán José García
2023	—	`conf`	GRAPH Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. OLA Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics
2023	J	`jnl`	Graph Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. CoRR Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics
2023	J	`jnl`	What's in a distance? Exploring the interplay between distance measures and internal cluster validity in multi-objective clustering. Nat. Comput. Adán José García, Julia Handl
2022	J	`jnl`	HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis. IEEE Trans. Evol. Comput. Cameron Shand, Richard Allmendinger, Julia Handl, Andrew M. Webb, John Keane
2022	—	`conf`	Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis. PPSN (2) Adán José García, Julie Jacques, Alexandre Filiot, Julia Handl, David Launay, Vincent Sobanski, Clarisse Dhaenens
2022	—	`conf`	Multiobjective optimisation and decision making for vessel routing - a prototype and case study. SSCI Blandine Chipot, Gianis Priovolos, Pouya Aghaei Pour, Julia Handl
2021	J	`jnl`	An evolutionary many-objective approach to multiview clustering using feature and relational data. Appl. Soft Comput. Adán José García, Julia Handl, Wilfrido Gómez-Flores, Mario Garza-Fabre
2021	J	`jnl`	HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis. CoRR Cameron Shand, Richard Allmendinger, Julia Handl, Andrew M. Webb, John Keane
2021	C	`conf`	On the Interaction Between Distance Functions and Clustering Criteria in Multi-objective Clustering. EMO Adán José García, Julia Handl
2021	J	`jnl`	Publication outperformance among global South researchers: An analysis of individual-level and publication-level predictors of positive deviance. Scientometrics Basma H. Albanna, Julia Handl, Richard Heeks
2021	J	`jnl`	Towards a fairer reimbursement system for burn patients using cost-sensitive classification. CoRR Chimdimma Noelyn Onah, Richard Allmendinger, Julia Handl, Kenneth W. Dunn
2019	—	`conf`	A Clustering-Based Patient Grouper for Burn Care. IDEAL (2) Chimdimma Noelyn Onah, Richard Allmendinger, Julia Handl, Paraskevas Yiapanis, Kenneth W. Dunn
2019	A	`conf`	Evolving controllably difficult datasets for clustering. GECCO Cameron Shand, Richard Allmendinger, Julia Handl, Andrew M. Webb, John Keane
2019	—	`conf`	Many-view clustering: an illustration using multiple dissimilarity measures. GECCO (Companion) Adán José García, Julia Handl, Wilfrido Gómez-Flores, Mario Garza-Fabre
2019	—	`conf`	Studying the Evolution of the 'Circular Economy' Concept Using Topic Modelling. IDEAL (2) Sampriti Mahanty, Frank Boons, Julia Handl, Riza Batista-Navarro
2019	—	`conf`	Understanding the Evolution of Circular Economy through Language Change. LChange@ACL Sampriti Mahanty, Frank Boons, Julia Handl, Riza Theresa Batista-Navarro
2018	J	`jnl`	Advances in the Application and Development of Non-Linear Global Optimization Techniques in Computational Structural Biology. IEEE ACM Trans. Comput. Biol. Bioinform. Julia Handl, Amarda Shehu, José Santos Reyes
2018	J	`jnl`	An Improved and More Scalable Evolutionary Approach to Multiobjective Clustering. IEEE Trans. Evol. Comput. Mario Garza-Fabre, Julia Handl, Joshua D. Knowles
2018	J	`jnl`	Integrating meta-heuristics, simulation and exact techniques for production planning of a failure-prone manufacturing system. Eur. J. Oper. Res. Juan Esteban Diaz, Julia Handl, Dong-Ling Xu
2018	A	`conf`	Towards an adaptive encoding for evolutionary data clustering. GECCO Cameron Shand, Richard Allmendinger, Julia Handl, John Keane
2017	C	`conf`	A New Reduced-Length Genetic Representation for Evolutionary Multiobjective Clustering. EMO Mario Garza-Fabre, Julia Handl, Joshua D. Knowles
2017	C	`conf`	CVis - Towards a novel visualization tool to explore the relationship between input and output partitions in multi-objective clustering ensembles. CIBCB Katti Faceli, Tiemi C. Sakata, Julia Handl
2017	—	`ch.`	Evolutionary Clustering. Encyclopedia of Machine Learning and Data Mining David W. Corne, Julia Handl, Joshua D. Knowles
2017	J	`jnl`	Evolutionary robust optimization in production planning - interactions between number of objectives, sample size and choice of robustness measure. Comput. Oper. Res. Juan Esteban Diaz, Julia Handl, Dong-Ling Xu
2017	—	`conf`	On heuristic bias in fragment-assembly methods for protein structure prediction. GECCO (Companion) Julia Handl, Mario Garza-Fabre, Shaun M. Kandathil, Simon C. Lovell
2016	J	`jnl`	Generating, Maintaining, and Exploiting Diversity in a Memetic Algorithm for Protein Structure Prediction. Evol. Comput. Mario Garza-Fabre, Shaun M. Kandathil, Julia Handl, Joshua D. Knowles, Simon C. Lovell
2016	A	`ed.`	Parallel Problem Solving from Nature - PPSN XIV - 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings PPSN Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa, Ben Paechter
2016	—	`conf`	Women@GECCO 2016 Chairs' Welcome. GECCO (Companion) Carola Doerr, Julia Handl, Emma Hart, Gabriela Ochoa, Amarda Shehu, Tea Tusar, Anya E. Vostinar, Christine Zarges, Nur Zincir-Heywood
2016	—	`conf`	Workshop Evolutionary Computation in Computational Structural Biology 2016 Chairs' Welcome. GECCO (Companion) José Santos Reyes, Julia Handl, Amarda Shehu
2015	—	`conf`	How Much Should You Select for Evolvability? ECAL Andrew M. Webb, Julia Handl, Joshua D. Knowles
2015	J	`jnl`	Implicit and Explicit Averaging Strategies for Simulation-Based Optimization of a Real-World Production Planning Problem. Informatica (Slovenia) Juan Esteban Diaz, Julia Handl
2015	—	`conf`	Multicriterion Segmentation of Demand Markets to Increase Forecasting Accuracy of Analogous Time Series: A First Investigation. IWINAC (2) Emiao Lu, Julia Handl
2015	J	`jnl`	Multiobjective optimization: When objectives exhibit non-uniform latencies. Eur. J. Oper. Res. Richard Allmendinger, Julia Handl, Joshua D. Knowles
2015	—	`conf`	Using Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta. GECCO (Companion) Mario Garza-Fabre, Shaun M. Kandathil, Julia Handl, Joshua D. Knowles, Simon C. Lovell
2013	A	`conf`	Comparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier. GECCO Ricardo Aler, Julia Handl, Joshua D. Knowles
2013	C	`conf`	Evidence Accumulation in Multiobjective Data Clustering. EMO Julia Handl, Joshua D. Knowles
2012	—	`conf`	Clustering Criteria in Multiobjective Data Clustering. PPSN (2) Julia Handl, Joshua D. Knowles
2010	—	`ch.`	Evolutionary Clustering. Encyclopedia of Machine Learning David Corne, Julia Handl, Joshua D. Knowles
2010	J	`jnl`	Streamlining the construction of large-scale dynamic models using generic kinetic equations. Bioinform. Delali A. Adiamah, Julia Handl, Jean-Marc Schwartz
2009	J	`jnl`	Artefacts and biases affecting the evaluation of scoring functions on decoy sets for protein structure prediction. Bioinform. Julia Handl, Joshua D. Knowles, Simon C. Lovell
2008	A	`conf`	Investigations into the Effect of Multiobjectivization in Protein Structure Prediction. PPSN Julia Handl, Simon C. Lovell, Joshua D. Knowles
2008	—	`ch.`	Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making. Multiobjective Problem Solving from Nature Julia Handl, Joshua D. Knowles
2008	A	`conf`	Multiobjectivization by Decomposition of Scalar Cost Functions. PPSN Julia Handl, Simon C. Lovell, Joshua D. Knowles
2007	J	`jnl`	An Evolutionary Approach to Multiobjective Clustering. IEEE Trans. Evol. Comput. Julia Handl, Joshua D. Knowles
2007	J	`jnl`	Ant-based and swarm-based clustering. Swarm Intell. Julia Handl, Bernd Meyer
2007	J	`jnl`	Multiobjective Optimization in Bioinformatics and Computational Biology. IEEE ACM Trans. Comput. Biol. Bioinform. Julia Handl, Douglas B. Kell, Joshua D. Knowles
2006	A	`conf`	An Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of Clusters. PPSN Julia Handl, Joshua D. Knowles
2006	J	`jnl`	Ant-Based Clustering and Topographic Mapping. Artif. Life Julia Handl, Joshua D. Knowles, Marco Dorigo
2006	—	`ch.`	Multi-Objective Clustering and Cluster Validation. Multi-Objective Machine Learning Julia Handl, Joshua D. Knowles
2006	—	`—`	Multiobjective approaches to the data driven analysis of biological systems. Julia Handl
2006	A	`conf`	On semi-supervised clustering via multiobjective optimization. GECCO Julia Handl, Joshua D. Knowles
2006	B	`conf`	Semi-supervised feature selection via multiobjective optimization. IJCNN Julia Handl, Joshua D. Knowles
2005	J	`jnl`	Computational cluster validation in post-genomic data analysis. Bioinform. Julia Handl, Joshua D. Knowles, Douglas B. Kell
2005	C	`conf`	Exploiting the Trade-off - The Benefits of Multiple Objectives in Data Clustering. EMO Julia Handl, Joshua D. Knowles
2005	B	`conf`	Improvements to the scalability of multiobjective clustering. Congress on Evolutionary Computation Julia Handl, Joshua D. Knowles
2005	B	`conf`	Multiobjective clustering around medoids. Congress on Evolutionary Computation Julia Handl, Joshua D. Knowles
2004	A	`conf`	Evolutionary Multiobjective Clustering. PPSN Julia Handl, Joshua D. Knowles
2003	C	`conf`	On the Performance of Ant-based Clustering. HIS Julia Handl, Joshua D. Knowles, Marco Dorigo
2003	—	`conf`	Strategies for the Increased Robustness of Ant-Based Clustering. Engineering Self-Organising Systems Julia Handl, Joshua D. Knowles, Marco Dorigo
2002	A	`conf`	Improved Ant-Based Clustering and Sorting. PPSN Julia Handl, Bernd Meyer