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ORCIDPawel Dlotko
Person information
- affiliation: Polish Academy of Sciences, Warsaw, Poland
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2020 – today
- 2024
[j21]Pawel Dlotko
, Niklas Hellmer:
Bottleneck Profiles and Discrete Prokhorov Metrics for Persistence Diagrams. Discret. Comput. Geom. 71(3): 1131-1164 (2024)- [j20]Pawel Dlotko, Niklas Hellmer, Lukasz Stettner, Rafal Topolnicki:
Topology-driven goodness-of-fit tests in arbitrary dimensions. Stat. Comput. 34(1): 34 (2024) - [i14]Pawel Dlotko, Dmitry Feichtner-Kozlov, Anastasios Stefanou, Yusu Wang, Jan F. Senge:
Applied and Combinatorial Topology (Dagstuhl Seminar 24092). Dagstuhl Reports 14(2): 206-239 (2024) - 2023
- [j19]Simon Rudkin, Wanling Qiu, Pawel Dlotko:
Uncertainty, volatility and the persistence norms of financial time series. Expert Syst. Appl. 223: 119894 (2023) - [c6]Padraig Fitzpatrick, Anna Jurek-Loughrey, Pawel Dlotko, Jesús Martínez del Rincón:
Ensemble Learning for Mapper Parameter Optimization. ICTAI 2023: 129-134 - 2022
- [j18]Reem Khalil, Sadok Kallel, Ahmad Farhat, Pawel Dlotko:
Topological Sholl descriptors for neuronal clustering and classification. PLoS Comput. Biol. 18(6) (2022) - [i13]Pawel Dlotko, Davide Gurnari:
Euler Characteristic Curves and Profiles: a stable shape invariant for big data problems. CoRR abs/2212.01666 (2022) - 2021
- [j17]Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko:
Persistence codebooks for topological data analysis. Artif. Intell. Rev. 54(3): 1969-2009 (2021) - [j16]Alexander D. Smith, Pawel Dlotko, Victor M. Zavala:
Topological data analysis: Concepts, computation, and applications in chemical engineering. Comput. Chem. Eng. 146: 107202 (2021) - [j15]Reem Khalil, Ahmad Farhat, Pawel Dlotko:
Developmental Changes in Pyramidal Cell Morphology in Multiple Visual Cortical Areas Using Cluster Analysis. Frontiers Comput. Neurosci. 15: 667696 (2021) - [i12]Pawel Dlotko, Niklas Hellmer:
Bottleneck Profiles and Discrete Prokhorov Metrics for Persistence Diagrams. CoRR abs/2106.02538 (2021) - [i11]Pawel Dlotko, Davide Gurnari, Radmila Sazdanovic:
Knot invariants and their relations: a topological perspective. CoRR abs/2109.00831 (2021) - 2020
- [j14]Wanling Qiu, Simon Rudkin, Pawel Dlotko:
Refining understanding of corporate failure through a topological data analysis mapping of Altman's Z-score model. Expert Syst. Appl. 156: 113475 (2020) - [i10]Pawel Dlotko, Simon Rudkin:
Visualising the Evolution of English Covid-19 Cases with Topological Data Analysis Ball Mapper. CoRR abs/2004.03282 (2020) - [i9]Ciara Frances Loughrey, Nick Orr, Anna Jurek-Loughrey, Pawel Dlotko:
Hotspot identification for Mapper graphs. CoRR abs/2012.01868 (2020)
2010 – 2019
- 2019
- [c5]Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko:
Persistence Bag-of-Words for Topological Data Analysis. IJCAI 2019: 4489-4495 - [i8]Pawel Dlotko, Wanling Qiu, Simon Rudkin:
Cyclicality, Periodicity and the Topology of Time Series. CoRR abs/1905.12118 (2019) - 2018
- [j13]Pawel Dlotko, Thomas Wanner:
Rigorous cubical approximation and persistent homology of continuous functions. Comput. Math. Appl. 75(5): 1648-1666 (2018) - [j12]Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram:
A Topological Representation of Branching Neuronal Morphologies. Neuroinformatics 16(1): 3-13 (2018) - [i7]Pawel Dlotko:
Computational and applied topology, tutorial. CoRR abs/1807.08607 (2018) - [i6]Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko:
Persistence Bag-of-Words for Topological Data Analysis. CoRR abs/1812.09245 (2018) - 2017
- [j11]Michael W. Reimann, Max Nolte, Martina Scolamiero, Katharine Turner, Rodrigo Perin, Giuseppe Chindemi, Pawel Dlotko, Ran Levi, Kathryn Hess, Henry Markram:
Cliques of Neurons Bound into Cavities Provide a Missing Link between Structure and Function. Frontiers Comput. Neurosci. 11: 48 (2017) - [j10]Peter Bubenik, Pawel Dlotko:
A persistence landscapes toolbox for topological statistics. J. Symb. Comput. 78: 91-114 (2017) - 2016
- [i5]Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram:
Quantifying topological invariants of neuronal morphologies. CoRR abs/1603.08432 (2016) - 2015
- [j9]Piotr Brendel, Pawel Dlotko, Graham Ellis, Mateusz Juda, Marian Mrozek:
Computing fundamental groups from point clouds. Appl. Algebra Eng. Commun. Comput. 26(1-2): 27-48 (2015) - [i4]Peter Bubenik, Pawel Dlotko:
A persistence landscapes toolbox for topological statistics. CoRR abs/1501.00179 (2015) - 2014
- [j8]Hubert Wagner, Pawel Dlotko:
Towards topological analysis of high-dimensional feature spaces. Comput. Vis. Image Underst. 121: 21-26 (2014) - [j7]Pawel Dlotko, Ruben Specogna:
Topology Preserving Thinning of Cell Complexes. IEEE Trans. Image Process. 23(10): 4486-4495 (2014) - [c4]Gregory Henselman, Pawel Dlotko:
Combinatorial invariants of multidimensional topological network data. GlobalSIP 2014: 828-832 - 2013
- [j6]Pawel Dlotko, Ruben Specogna:
Physics inspired algorithms for (co)homology computations of three-dimensional combinatorial manifolds with boundary. Comput. Phys. Commun. 184(10): 2257-2266 (2013) - [j5]Gregory S. Cochran, Thomas Wanner, Pawel Dlotko:
A Randomized Subdivision Algorithm for Determining the Topology of Nodal Sets. SIAM J. Sci. Comput. 35(5) (2013) - [i3]Pawel Dlotko, Ruben Specogna:
Topology preserving thinning for cell complexes. CoRR abs/1309.1628 (2013) - 2012
- [j4]Pawel Dlotko, Robert Ghrist, Mateusz Juda, Marian Mrozek:
Distributed computation of coverage in sensor networks by homological methods. Appl. Algebra Eng. Commun. Comput. 23(1-2): 29-58 (2012) - [j3]Pawel Dlotko:
A fast algorithm to compute cohomology group generators of orientable 2-manifolds. Pattern Recognit. Lett. 33(11): 1468-1476 (2012) - [c3]Hubert Wagner, Pawel Dlotko, Marian Mrozek:
Computational Topology in Text Mining. CTIC 2012: 68-78 - [c2]Piotr Brendel, Pawel Dlotko, Marian Mrozek, Natalia Zelazna:
Homology Computations via Acyclic Subspace. CTIC 2012: 117-127 - [i2]Pawel Dlotko, Hubert Wagner:
Computing homology and persistent homology using iterated Morse decomposition. CoRR abs/1210.1429 (2012) - [i1]Pawel Dlotko, Ruben Specogna:
Physics inspired algorithms for (co)homology computation. CoRR abs/1212.1360 (2012) - 2011
- [j2]Pawel Dlotko, Tomasz Kaczynski, Marian Mrozek, Thomas Wanner:
Coreduction Homology Algorithm for Regular CW-Complexes. Discret. Comput. Geom. 46(2): 361-388 (2011) - [c1]Pawel Dlotko, Walter G. Kropatsch, Hubert Wagner:
Characterizing Obstacle-Avoiding Paths Using Cohomology Theory. CAIP (1) 2011: 310-317 - 2010
- [j1]Pawel Dlotko, Ruben Specogna:
Critical Analysis of the Spanning Tree Techniques. SIAM J. Numer. Anal. 48(4): 1601-1624 (2010)
Coauthor Index
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