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Paweł Dłotko
Paweł Dłotko
Dioscuri Centre in Topological Data Analysis, Institute of Mathematics, Polish Academy of Sciences
Verified email at impan.pl - Homepage
Title
Cited by
Year
On the shape that matters–topology and geometry in data science
P Dłotko
European Mathematical Society Magazine, 5-13, 2024
2024
Mapper–type algorithms for complex data and relations
P Dłotko, D Gurnari, R Sazdanovic
Journal of Computational and Graphical Statistics, 1-18, 2024
12024
Bottleneck profiles and discrete Prokhorov metrics for persistence diagrams
P Dłotko, N Hellmer
Discrete & Computational Geometry 71 (3), 1131-1164, 2024
12024
An economic topology of the Brexit vote
S Rudkin, L Barros, P Dłotko, W Qiu
Regional Studies 58 (3), 601-618, 2024
12024
Topology-driven goodness-of-fit tests in arbitrary dimensions
P Dłotko, N Hellmer, Ł Stettner, R Topolnicki
Statistics and Computing 34 (1), 34, 2024
32024
Financial ratios and stock returns reappraised through a topological data analysis lens
P Dłotko, W Qiu, ST Rudkin
The European Journal of Finance 30 (1), 53-77, 2024
62024
Identifying Irregular Rainfall Patterns Using Persistent Homology
ZA Hasan, RU Gobithaasan, NFSM Zulkepli, MZM Ali, KT Miura, P Dłotko
Journal of Advanced Research in Applied Sciences and Engineering Technology …, 2024
2024
Ensemble learning for mapper parameter optimization
P Fitzpatrick, A Jurek-Loughrey, P Dłotko, JM Del Rincon
2023 IEEE 35th International Conference on Tools with Artificial …, 2023
12023
On the topology of cryptocurrency markets
S Rudkin, W Rudkin, P Dłotko
International Review of Financial Analysis 89, 102759, 2023
72023
Persistence Norms and the Datasaurus
P Dlotko, S Rudkin
arXiv preprint arXiv:2309.13479, 2023
2023
A mapper-based classifier for patient subgroup prediction
C Loughrey, P Dlotko, A Jurek-Loughrey
11th International Conference on e-Health and Bioengineering, 2023
2023
Uncertainty, volatility and the persistence norms of financial time series
S Rudkin, W Qiu, P Dłotko
Expert Systems with Applications 223, 119894, 2023
32023
Combinatorial Topological Models for Phylogenetic Networks and the Mergegram Invariant
P Dłotko, JF Senge, A Stefanou
arXiv preprint arXiv:2305.04860, 2023
2023
Epidemiological waves-Types, drivers and modulators in the COVID-19 pandemic
J Harvey, B Chan, T Srivastava, AE Zarebski, P Dłotko, P Błaszczyk, ...
Heliyon 9 (5), 2023
62023
Spatial Disparities in Infection Rates at the Dawn of a Pandemic: Wealthy Young Workers Mattered
S Rudkin, DJ Webber, P Dlotko
Available at SSRN 4356837, 2023
2023
Testing topological conjugacy of time series
P Dłotko, M Lipiński, J Signerska-Rynkowska
arXiv preprint arXiv:2301.06753, 2023
22023
An open access AI-based pattern recognition tool for application in MSK imaging–suitability and limitations of resources today
WA Bosbach, B Németh, R Zelei, JF Senge, B Pasztor, L Ebner, M Szabo, ...
2023
Euler characteristic curves and profiles: a stable shape invariant for big data problems
P Dłotko, D Gurnari
GigaScience 12, giad094, 2023
52023
Mathematics in Medical Diagnostics-2022 Proceedings of the 4th International Conference on Trauma Surgery Technology
WA Bosbach, JF Senge, P Dlotko, JS Senge, D Gurnari, LM Vergani, ...
4th Giessen International Conference on Trauma Surgery Technology, 2022
2022
Topological sholl descriptors for neuronal clustering and classification
R Khalil, S Kallel, A Farhat, P Dlotko
PLOS Computational Biology 18 (6), e1010229, 2022
82022
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