Pawel Dlotko - RankMe

49 papers A* 1B 1Journal 43Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing the interpretability of the mapper algorithm. Data Min. Knowl. Discov. Padraig Fitzpatrick, Anna Jurek-Loughrey, Pawel Dlotko
2026	J	`jnl`	Understanding the geometry of deep learning with decision boundary volume. CoRR Matthew Burfitt, Jacek Brodzki, Pawel Dlotko
2025	J	`jnl`	A Survey of Dimension Estimation Methods. CoRR James A. D. Binnie, Pawel Dlotko, John Harvey, Jakub Malinowski, Ka Man Yim
2025	J	`jnl`	A novel method for subgroup discovery in precision medicine based on topological data analysis. BMC Medical Informatics Decis. Mak. Ciara Frances Loughrey, Sarah Maguire, Pawel Dlotko, Lu Bai, Nick Orr, Anna Jurek-Loughrey
2025	J	`jnl`	New Automated Approach to Selection of Mapper Clustering Parameters. ACM Trans. Knowl. Discov. Data Padraig Fitzpatrick, Anna Jurek-Loughrey, Pawel Dlotko
2024	J	`jnl`	Applied and Combinatorial Topology (Dagstuhl Seminar 24092). Dagstuhl Reports Pawel Dlotko, Dmitry Feichtner-Kozlov, Anastasios Stefanou, Yusu Wang, Jan F. Senge
2024	J	`jnl`	Bottleneck Profiles and Discrete Prokhorov Metrics for Persistence Diagrams. Discret. Comput. Geom. Pawel Dlotko, Niklas Hellmer
2024	J	`jnl`	ClusterGraph: a new tool for visualization and compression of multidimensional data. CoRR Pawel Dlotko, Davide Gurnari, Mathis Hallier, Anna Jurek-Loughrey
2024	J	`jnl`	Mapper-Type Algorithms for Complex Data and Relations. J. Comput. Graph. Stat. Pawel Dlotko, Davide Gurnari, Radmila Sazdanovic
2024	J	`jnl`	Testing Topological Conjugacy of Time Series. SIAM J. Appl. Dyn. Syst. Pawel Dlotko, Michal Lipinski, Justyna Signerska-Rynkowska
2024	J	`jnl`	Topology-driven goodness-of-fit tests in arbitrary dimensions. Stat. Comput. Pawel Dlotko, Niklas Hellmer, Lukasz Stettner, Rafal Topolnicki
2023	B	`conf`	Ensemble Learning for Mapper Parameter Optimization. ICTAI Padraig Fitzpatrick, Anna Jurek-Loughrey, Pawel Dlotko, Jesús Martínez del Rincón
2023	J	`jnl`	Uncertainty, volatility and the persistence norms of financial time series. Expert Syst. Appl. Simon Rudkin, Wanling Qiu, Pawel Dlotko
2022	J	`jnl`	Euler Characteristic Curves and Profiles: a stable shape invariant for big data problems. CoRR Pawel Dlotko, Davide Gurnari
2022	J	`jnl`	Topological Sholl descriptors for neuronal clustering and classification. PLoS Comput. Biol. Reem Khalil, Sadok Kallel, Ahmad Farhat, Pawel Dlotko
2021	J	`jnl`	Bottleneck Profiles and Discrete Prokhorov Metrics for Persistence Diagrams. CoRR Pawel Dlotko, Niklas Hellmer
2021	J	`jnl`	Developmental Changes in Pyramidal Cell Morphology in Multiple Visual Cortical Areas Using Cluster Analysis. Frontiers Comput. Neurosci. Reem Khalil, Ahmad Farhat, Pawel Dlotko
2021	J	`jnl`	Knot invariants and their relations: a topological perspective. CoRR Pawel Dlotko, Davide Gurnari, Radmila Sazdanovic
2021	J	`jnl`	Persistence codebooks for topological data analysis. Artif. Intell. Rev. Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
2021	J	`jnl`	Topological data analysis: Concepts, computation, and applications in chemical engineering. Comput. Chem. Eng. Alexander D. Smith, Pawel Dlotko, Victor M. Zavala
2020	J	`jnl`	Hotspot identification for Mapper graphs. CoRR Ciara Frances Loughrey, Nick Orr, Anna Jurek-Loughrey, Pawel Dlotko
2020	J	`jnl`	Refining understanding of corporate failure through a topological data analysis mapping of Altman's Z-score model. Expert Syst. Appl. Wanling Qiu, Simon Rudkin, Pawel Dlotko
2020	J	`jnl`	Visualising the Evolution of English Covid-19 Cases with Topological Data Analysis Ball Mapper. CoRR Pawel Dlotko, Simon Rudkin
2019	J	`jnl`	Cyclicality, Periodicity and the Topology of Time Series. CoRR Pawel Dlotko, Wanling Qiu, Simon Rudkin
2019	A*	`conf`	Persistence Bag-of-Words for Topological Data Analysis. IJCAI Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
2018	J	`jnl`	A Topological Representation of Branching Neuronal Morphologies. Neuroinformatics Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram
2018	J	`jnl`	Computational and applied topology, tutorial. CoRR Pawel Dlotko
2018	J	`jnl`	Persistence Bag-of-Words for Topological Data Analysis. CoRR Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
2018	J	`jnl`	Rigorous cubical approximation and persistent homology of continuous functions. Comput. Math. Appl. Pawel Dlotko, Thomas Wanner
2017	J	`jnl`	A persistence landscapes toolbox for topological statistics. J. Symb. Comput. Peter Bubenik, Pawel Dlotko
2017	J	`jnl`	Cliques of Neurons Bound into Cavities Provide a Missing Link between Structure and Function. Frontiers Comput. Neurosci. Michael W. Reimann, Max Nolte, Martina Scolamiero, Katharine Turner, Rodrigo Perin, Giuseppe Chindemi, Pawel Dlotko, Ran Levi, Kathryn Hess, Henry Markram
2016	J	`jnl`	Quantifying topological invariants of neuronal morphologies. CoRR Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram
2015	J	`jnl`	A persistence landscapes toolbox for topological statistics. CoRR Peter Bubenik, Pawel Dlotko
2015	J	`jnl`	Computing fundamental groups from point clouds. Appl. Algebra Eng. Commun. Comput. Piotr Brendel, Pawel Dlotko, Graham Ellis, Mateusz Juda, Marian Mrozek
2014	—	`conf`	Combinatorial invariants of multidimensional topological network data. GlobalSIP Gregory Henselman, Pawel Dlotko
2014	J	`jnl`	Topology Preserving Thinning of Cell Complexes. IEEE Trans. Image Process. Pawel Dlotko, Ruben Specogna
2014	J	`jnl`	Towards topological analysis of high-dimensional feature spaces. Comput. Vis. Image Underst. Hubert Wagner, Pawel Dlotko
2013	J	`jnl`	A Randomized Subdivision Algorithm for Determining the Topology of Nodal Sets. SIAM J. Sci. Comput. Gregory S. Cochran, Thomas Wanner, Pawel Dlotko
2013	J	`jnl`	Physics inspired algorithms for (co)homology computations of three-dimensional combinatorial manifolds with boundary. Comput. Phys. Commun. Pawel Dlotko, Ruben Specogna
2013	J	`jnl`	Topology preserving thinning for cell complexes. CoRR Pawel Dlotko, Ruben Specogna
2012	J	`jnl`	A fast algorithm to compute cohomology group generators of orientable 2-manifolds. Pattern Recognit. Lett. Pawel Dlotko
2012	—	`conf`	Computational Topology in Text Mining. CTIC Hubert Wagner, Pawel Dlotko, Marian Mrozek
2012	J	`jnl`	Computing homology and persistent homology using iterated Morse decomposition CoRR Pawel Dlotko, Hubert Wagner
2012	J	`jnl`	Distributed computation of coverage in sensor networks by homological methods. Appl. Algebra Eng. Commun. Comput. Pawel Dlotko, Robert Ghrist, Mateusz Juda, Marian Mrozek
2012	—	`conf`	Homology Computations via Acyclic Subspace. CTIC Piotr Brendel, Pawel Dlotko, Marian Mrozek, Natalia Zelazna
2012	J	`jnl`	Physics inspired algorithms for (co)homology computation CoRR Pawel Dlotko, Ruben Specogna
2011	—	`conf`	Characterizing Obstacle-Avoiding Paths Using Cohomology Theory. CAIP (1) Pawel Dlotko, Walter G. Kropatsch, Hubert Wagner
2011	J	`jnl`	Coreduction Homology Algorithm for Regular CW-Complexes. Discret. Comput. Geom. Pawel Dlotko, Tomasz Kaczynski, Marian Mrozek, Thomas Wanner
2010	J	`jnl`	Critical Analysis of the Spanning Tree Techniques. SIAM J. Numer. Anal. Pawel Dlotko, Ruben Specogna