Julia Handl
Impact in
- Artificial Intelligence top 1%
- Metaheuristic Optimization Algorithms Research
- Advanced Clustering Algorithms Research
- Evolutionary Algorithms and Applications
- Computational Theory and Mathematics top 0.5%
- Advanced Multi-Objective Optimization Algorithms
Papers in
-
- Advanced Clustering Algorithms Research 21
- Metaheuristic Optimization Algorithms Research 19
- Evolutionary Algorithms and Applications 6
- Machine Learning and Data Classification 5
- Co-authors
- Joshua D. Knowles (34 shared papers)Douglas Bruce Kell (5 shared papers)Bernd E. Meyer (2 shared papers)Marco Dorigo (5 shared papers)Simon C. Lovell (8 shared papers)Steve O’Hagan (3 shared papers)Mario Garza-Fabre (8 shared papers)Richard Allmendinger (5 shared papers)
- Journals
- IEEE Transactions on Evolutionary Computation (4 papers)Bioinformatics (3 papers)Metabolomics (2 papers)European Journal of Operational Research (2 papers)IEEE Transactions on Computational Biology and Bioinformatics (2 papers)
- Partner nations
- United KingdomUnited StatesAustralia
In The Last Decade
Julia Handl
69 papers receiving 3.3k citations
Julia Handl's Hit Papers
Peers
Comparison fields: 5 of 179
- Artificial Intelligence 1.8k
- Computational Theory and Mathematics 738
- Statistical and Nonlinear Physics 368
- Signal Processing 260
- Computer Vision and Pattern Recognition 441
Countries citing papers authored by Julia Handl
This map shows the geographic impact of Julia Handl's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Julia Handl with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Julia Handl more than expected).
Fields of papers citing papers by Julia Handl
This network shows the impact of papers produced by Julia Handl. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Julia Handl. The network helps show where Julia Handl may publish in the future.
Co-authors
The 25 scholars most cited alongside Julia Handl, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 73 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Computational cluster validation in post-genomic data analysis Hit paper breakdown → | 2005 | 702 |
| 2 | An Evolutionary Approach to Multiobjective Clustering Hit paper breakdown → | 2007 | 558 |
| 3 | 2007 | 242 | |
| 4 | 2005 | 160 | |
| 5 | 2002 | 134 | |
| 6 | 2007 | 126 | |
| 7 | 2005 | 126 | |
| 8 | 2004 | 103 | |
| 9 | 2006 | 97 | |
| 10 | 2008 | 89 | |
| 11 | 2005 | 87 | |
| 12 | 2014 | 77 | |
| 13 | On the performance of ant-based clustering | 2003 | 75 |
| 14 | 2005 | 67 | |
| 15 | Ant-based clustering: a comparative study of its relative performance with respect to k-means, average link and 1d-som | 2003 | 64 |
| 16 | 2008 | 48 | |
| 17 | 2005 | 43 | |
| 18 | 2016 | 42 | |
| 19 | 2011 | 38 | |
| 20 | 2014 | 38 |
About Julia Handl
Julia Handl is a scholar working on Artificial Intelligence, Industrial and Manufacturing Engineering, Computational Theory and Mathematics, Statistical and Nonlinear Physics and Computer Vision and Pattern Recognition, having authored 73 papers that have together received 3.5k indexed citations. Recurring topics across this work include Advanced Clustering Algorithms Research (21 papers), Metaheuristic Optimization Algorithms Research (19 papers), Face and Expression Recognition (9 papers), Advanced Multi-Objective Optimization Algorithms (8 papers), Complex Network Analysis Techniques (8 papers), Protein Structure and Dynamics (7 papers), Evolutionary Algorithms and Applications (6 papers) and Machine Learning and Data Classification (5 papers). The work is most often cited by research in Artificial Intelligence (1.8k citations), Computational Theory and Mathematics (738 citations), Statistical and Nonlinear Physics (368 citations), Signal Processing (260 citations) and Computer Vision and Pattern Recognition (441 citations). Julia Handl has collaborated with scholars based in United Kingdom, United States and Australia. Frequent co-authors include Joshua D. Knowles, Douglas Bruce Kell, Bernd E. Meyer, Marco Dorigo, Simon C. Lovell, Steve O’Hagan, Mario Garza-Fabre, Richard Allmendinger, Neil Swainston and Irena Spasić. Their work appears in journals such as IEEE Transactions on Evolutionary Computation, Bioinformatics, Metabolomics, European Journal of Operational Research and IEEE Transactions on Computational Biology and Bioinformatics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.