Pawel Dlotko

According to our database, Pawel Dlotko authored at least 36 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bottleneck Profiles and Discrete Prokhorov Metrics for Persistence Diagrams.

Pawel Dlotko, Niklas Hellmer

Discret. Comput. Geom., April, 2024

Topology-driven goodness-of-fit tests in arbitrary dimensions.

Pawel Dlotko, Niklas Hellmer, Lukasz Stettner, Rafal Topolnicki

Stat. Comput., February, 2024

2023

Uncertainty, volatility and the persistence norms of financial time series.

Simon Rudkin, Wanling Qiu, Pawel Dlotko

Expert Syst. Appl., August, 2023

Ensemble Learning for Mapper Parameter Optimization.

Padraig Fitzpatrick, Anna Jurek-Loughrey, Pawel Dlotko, Jesús Martínez del Rincón

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

2022

Topological Sholl descriptors for neuronal clustering and classification.

Reem Khalil, Sadok Kallel, Ahmad Farhat, Pawel Dlotko

PLoS Comput. Biol., 2022

Euler Characteristic Curves and Profiles: a stable shape invariant for big data problems.

Pawel Dlotko, Davide Gurnari

CoRR, 2022

2021

Developmental Changes in Pyramidal Cell Morphology in Multiple Visual Cortical Areas Using Cluster Analysis.

Reem Khalil, Ahmad Farhat, Pawel Dlotko

Frontiers Comput. Neurosci., 2021

Knot invariants and their relations: a topological perspective.

Pawel Dlotko, Davide Gurnari, Radmila Sazdanovic

CoRR, 2021

Topological data analysis: Concepts, computation, and applications in chemical engineering.

Alexander D. Smith, Pawel Dlotko, Victor M. Zavala

Comput. Chem. Eng., 2021

Persistence codebooks for topological data analysis.

Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko

Artif. Intell. Rev., 2021

2020

Refining understanding of corporate failure through a topological data analysis mapping of Altman's Z-score model.

Wanling Qiu, Simon Rudkin, Pawel Dlotko

Expert Syst. Appl., 2020

Hotspot identification for Mapper graphs.

Ciara Frances Loughrey, Nick Orr, Anna Jurek-Loughrey, Pawel Dlotko

CoRR, 2020

Visualising the Evolution of English Covid-19 Cases with Topological Data Analysis Ball Mapper.

Pawel Dlotko, Simon Rudkin

CoRR, 2020

2019

Cyclicality, Periodicity and the Topology of Time Series.

Pawel Dlotko, Wanling Qiu, Simon Rudkin

CoRR, 2019

Persistence Bag-of-Words for Topological Data Analysis.

Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

A Topological Representation of Branching Neuronal Morphologies.

Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram

Neuroinformatics, 2018

Computational and applied topology, tutorial.

Pawel Dlotko

CoRR, 2018

Rigorous cubical approximation and persistent homology of continuous functions.

Pawel Dlotko, Thomas Wanner

Comput. Math. Appl., 2018

2017

A persistence landscapes toolbox for topological statistics.

Peter Bubenik, Pawel Dlotko

J. Symb. Comput., 2017

Cliques of Neurons Bound into Cavities Provide a Missing Link between Structure and Function.

Michael W. Reimann, Max Nolte, Martina Scolamiero, Katharine Turner, Rodrigo Perin, Giuseppe Chindemi, Pawel Dlotko, Ran Levi, Kathryn Hess, Henry Markram

Frontiers Comput. Neurosci., 2017

2016

Quantifying topological invariants of neuronal morphologies.

Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram

CoRR, 2016

2015

Computing fundamental groups from point clouds.

Piotr Brendel, Pawel Dlotko, Graham Ellis, Mateusz Juda, Marian Mrozek

Appl. Algebra Eng. Commun. Comput., 2015

2014

Topology Preserving Thinning of Cell Complexes.

Pawel Dlotko, Ruben Specogna

IEEE Trans. Image Process., 2014

Towards topological analysis of high-dimensional feature spaces.

Hubert Wagner, Pawel Dlotko

Comput. Vis. Image Underst., 2014

Combinatorial invariants of multidimensional topological network data.

Gregory Henselman, Pawel Dlotko

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

A Randomized Subdivision Algorithm for Determining the Topology of Nodal Sets.

Gregory S. Cochran, Thomas Wanner, Pawel Dlotko

SIAM J. Sci. Comput., 2013

Physics inspired algorithms for (co)homology computations of three-dimensional combinatorial manifolds with boundary.

Pawel Dlotko, Ruben Specogna

Comput. Phys. Commun., 2013

2012

A fast algorithm to compute cohomology group generators of orientable 2-manifolds.

Pawel Dlotko

Pattern Recognit. Lett., 2012

Physics inspired algorithms for (co)homology computation

Pawel Dlotko, Ruben Specogna

CoRR, 2012

Computing homology and persistent homology using iterated Morse decomposition

Pawel Dlotko, Hubert Wagner

CoRR, 2012

Distributed computation of coverage in sensor networks by homological methods.

Pawel Dlotko, Robert Ghrist, Mateusz Juda, Marian Mrozek

Appl. Algebra Eng. Commun. Comput., 2012

Computational Topology in Text Mining.

Hubert Wagner, Pawel Dlotko, Marian Mrozek

Proceedings of the Computational Topology in Image Context - 4th International Workshop, 2012

Homology Computations via Acyclic Subspace.

Piotr Brendel, Pawel Dlotko, Marian Mrozek, Natalia Zelazna

Proceedings of the Computational Topology in Image Context - 4th International Workshop, 2012

2011

Coreduction Homology Algorithm for Regular CW-Complexes.

Pawel Dlotko, Tomasz Kaczynski, Marian Mrozek, Thomas Wanner

Discret. Comput. Geom., 2011

Characterizing Obstacle-Avoiding Paths Using Cohomology Theory.

Pawel Dlotko, Walter G. Kropatsch, Hubert Wagner

Proceedings of the Computer Analysis of Images and Patterns, 2011

2010

Critical Analysis of the Spanning Tree Techniques.

Pawel Dlotko, Ruben Specogna

SIAM J. Numer. Anal., 2010