Pawel Dlotko

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 23

Top Topics

Topology Preserving

Financial Time Series

Arbitrary Dimension

Top Venues

Expert Syst. Appl.

Frontiers Comput. Neurosci.

IEEE Trans. Image Process.

Publications

Pawel Dlotko, Niklas Hellmer
Bottleneck Profiles and Discrete Prokhorov Metrics for Persistence Diagrams. Discret. Comput. Geom. 71 (3) (2024)
Pawel Dlotko, Niklas Hellmer, Lukasz Stettner, Rafal Topolnicki
Topology-driven goodness-of-fit tests in arbitrary dimensions. Stat. Comput. 34 (1) (2024)
Pawel Dlotko, Dmitry Feichtner-Kozlov, Anastasios Stefanou, Yusu Wang, Jan F. Senge
Applied and Combinatorial Topology (Dagstuhl Seminar 24092). Dagstuhl Reports 14 (2) (2024)
Padraig Fitzpatrick, Anna Jurek-Loughrey, Pawel Dlotko, Jesús Martínez del Rincón
Ensemble Learning for Mapper Parameter Optimization. ICTAI (2023)
Simon Rudkin, Wanling Qiu, Pawel Dlotko
Uncertainty, volatility and the persistence norms of financial time series. Expert Syst. Appl. 223 (2023)
Reem Khalil, Sadok Kallel, Ahmad Farhat, Pawel Dlotko
Topological Sholl descriptors for neuronal clustering and classification. PLoS Comput. Biol. 18 (6) (2022)
Pawel Dlotko, Davide Gurnari
Euler Characteristic Curves and Profiles: a stable shape invariant for big data problems. CoRR (2022)
Reem Khalil, Ahmad Farhat, Pawel Dlotko
Developmental Changes in Pyramidal Cell Morphology in Multiple Visual Cortical Areas Using Cluster Analysis. Frontiers Comput. Neurosci. 15 (2021)
Alexander D. Smith, Pawel Dlotko, Victor M. Zavala
Topological data analysis: Concepts, computation, and applications in chemical engineering. Comput. Chem. Eng. 146 (2021)
Pawel Dlotko, Niklas Hellmer
Bottleneck Profiles and Discrete Prokhorov Metrics for Persistence Diagrams. CoRR (2021)
Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
Persistence codebooks for topological data analysis. Artif. Intell. Rev. 54 (3) (2021)
Ciara Frances Loughrey, Nick Orr, Anna Jurek-Loughrey, Pawel Dlotko
Hotspot identification for Mapper graphs. CoRR (2020)
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 (2020)
Pawel Dlotko, Simon Rudkin
Visualising the Evolution of English Covid-19 Cases with Topological Data Analysis Ball Mapper. CoRR (2020)
Pawel Dlotko, Wanling Qiu, Simon Rudkin
Cyclicality, Periodicity and the Topology of Time Series. CoRR (2019)
Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
Persistence Bag-of-Words for Topological Data Analysis. IJCAI (2019)
Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
Persistence Bag-of-Words for Topological Data Analysis. CoRR (2018)
Pawel Dlotko
Computational and applied topology, tutorial. CoRR (2018)
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) (2018)
Pawel Dlotko, Thomas Wanner
Rigorous cubical approximation and persistent homology of continuous functions. Comput. Math. Appl. 75 (5) (2018)
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 (2017)
Peter Bubenik, Pawel Dlotko
A persistence landscapes toolbox for topological statistics. J. Symb. Comput. 78 (2017)
Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram
Quantifying topological invariants of neuronal morphologies. CoRR (2016)
Peter Bubenik, Pawel Dlotko
A persistence landscapes toolbox for topological statistics. CoRR (2015)
Piotr Brendel, Pawel Dlotko, Graham Ellis, Mateusz Juda, Marian Mrozek
Computing fundamental groups from point clouds. Appl. Algebra Eng. Commun. Comput. 26 (1-2) (2015)
Gregory Henselman, Pawel Dlotko
Combinatorial invariants of multidimensional topological network data. GlobalSIP (2014)
Pawel Dlotko, Ruben Specogna
Topology Preserving Thinning of Cell Complexes. IEEE Trans. Image Process. 23 (10) (2014)
Hubert Wagner, Pawel Dlotko
Towards topological analysis of high-dimensional feature spaces. Comput. Vis. Image Underst. 121 (2014)
Pawel Dlotko, Ruben Specogna
Topology preserving thinning for cell complexes. CoRR (2013)
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)
Pawel Dlotko, Ruben Specogna
Physics inspired algorithms for (co)homology computations of three-dimensional combinatorial manifolds with boundary. Comput. Phys. Commun. 184 (10) (2013)
Piotr Brendel, Pawel Dlotko, Marian Mrozek, Natalia Zelazna
Homology Computations via Acyclic Subspace. CTIC (2012)
Hubert Wagner, Pawel Dlotko, Marian Mrozek
Computational Topology in Text Mining. CTIC (2012)
Pawel Dlotko, Hubert Wagner
Computing homology and persistent homology using iterated Morse decomposition CoRR (2012)
Pawel Dlotko
A fast algorithm to compute cohomology group generators of orientable 2-manifolds. Pattern Recognit. Lett. 33 (11) (2012)
Pawel Dlotko, Ruben Specogna
Physics inspired algorithms for (co)homology computation CoRR (2012)
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) (2012)
Pawel Dlotko, Tomasz Kaczynski, Marian Mrozek, Thomas Wanner
Coreduction Homology Algorithm for Regular CW-Complexes. Discret. Comput. Geom. 46 (2) (2011)
Pawel Dlotko, Walter G. Kropatsch, Hubert Wagner
Characterizing Obstacle-Avoiding Paths Using Cohomology Theory. CAIP (1) (2011)
Pawel Dlotko, Ruben Specogna
Critical Analysis of the Spanning Tree Techniques. SIAM J. Numer. Anal. 48 (4) (2010)