Skip to main content
Research

Publications: Dr Primoz Skraba

Bobrowski O, Skraba P ( 2022 ) . On the Universality of Random Persistence Diagrams .
Skraba P, Yogeshwaran D ( 2022 ) . Central Limit Theorem for Euclidean Minimal Spanning Acycles .
Beltramo G, Skraba P ( 2022 ) . Persistent homology in ℓ<inf>∞</inf> metric . Computational Geometry: Theory and Applications vol. 101 ,
Beltramo G, Skraba P, Andreeva R, Sarkar R, Giarratano Y, Bernabeu MO ( 2022 ) . Euler characteristic surfaces . Foundations of Data Science vol. 4 , ( 4 ) 505 - 536 .
Skraba P, Beltramo G ( 2021 ) . Persistent Homology in $\ell_\infty$ Metric . Computational Geometry: Theory and Applications
Skraba P, Turner K ( 2021 ) . Notes on an Elementary Proof for the Stability of Persistence Diagrams .
Beltramo G, Andreeva R, Giarratano Y, Bernabeu MO, Sarkar R, Skraba P ( 2021 ) . Euler Characteristic Surfaces .
Skraba P, Bobrowski O ( 2020 ) . Homological Percolation: The Formation of Giant k-Cycles . International Mathematics Research Notices vol. 0 , Article 6019979 , 1 - 1 .
Brüel-Gabrielsson R, Ganapathi-Subramanian V, Skraba P, Guibas LJ ( 2020 ) . Topology-Aware Surface Reconstruction for Point Clouds . Computer Graphics Forum: the international journal of the Eurographics Association vol. 39 , ( 5 ) 197 - 207 .
Beltramo G, Skraba P ( 2020 ) . Persistent Homology in $\ell_{\infty}$ Metric .
Skraba P, Turner K ( 2020 ) . Wasserstein Stability for Persistence Diagrams .
Bobrowski O, Skraba P ( 2020 ) . Homological Percolation: The Formation of Giant k-Cycles .
Skraba P, Thoppe G, Yogeshwaran D ( 2020 ) . Randomly weighted d-complexes: Minimal spanning acycles and Persistence diagrams . The Electronic Journal of Combinatorics vol. 27 , ( 2 )
Bobrowski O, Skraba P ( 2020 ) . Homological percolation and the Euler characteristic . Physical Review E vol. 101 , ( 3 )
Bruel-Gabrielsson R, Nelson BJ, Dwaraknath A, Skraba P, Guibas LJ, Carlsson G ( 2020 ) . A Topology Layer for Machine Learning . INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 . vol. 108 , 1553 - 1562 .
Wang B, Bujack R, Rosen P, Skraba P, Bhatia H, Hagen H ( 2020 ) . Interpreting Galilean Invariant Vector Field Analysis via Extended Robustness . Mathematics and Visualization ,
Bobrowski O, Skraba P ( 2019 ) . Homological Percolation and the Euler Characteristic .
Brüel-Gabrielsson R, Nelson BJ, Dwaraknath A, Skraba P, Guibas LJ, Carlsson G ( 2019 ) . A Topology Layer for Machine Learning .
Stopar L, Skraba P, Grobelnik M, Mladenic D ( 2019 ) . StreamStory: Exploring Multivariate Time Series on Multiple Scales . IEEE Transactions on Visualization and Computer Graphics vol. 25 , ( 4 ) 1788 - 1802 .
Senožetnik M, Bradeško L, Šubic T, Herga Z, Urbančič J, Škraba P, Mladenić D ( 2019 ) . Estimating point-of-interest rating based on visitors geospatial behaviour . Computer Science and Information Systems vol. 16 , ( 1 ) 131 - 154 .
Brüel-Gabrielsson R, Ganapathi-Subramanian V, Skraba P, Guibas LJ ( 2018 ) . Topology-Aware Surface Reconstruction for Point Clouds .
Govc D, Skraba P ( 2018 ) . An Approximate Nerve Theorem . Foundations of Computational Mathematics vol. 18 , ( 5 ) 1245 - 1297 .
Poulenard A, Skraba P, Ovsjanikov M ( 2018 ) . Topological Function Optimization for Continuous Shape Matching . Computer Graphics Forum vol. 37 , ( 5 ) 13 - 25 .
Škraba P ( 2018 ) . Persistent homology and machine learning . Informatica (Slovenia) vol. 42 , ( 2 ) 253 - 258 .
Kazic B, Rupnik J, Skraba P, Bradesko L, Mladenic D ( 2017 ) . Predicting Users' Mobility Using Monte Carlo Simulations . IEEE Access vol. 5 , 27400 - 27420 .
Bobrowski O, Kahle M, Skraba P ( 2017 ) . Maximally persistent cycles in random geometric complexes . Annals of Applied Probability vol. 27 , ( 4 ) 2032 - 2060 .
Kudryavtseva G, Škraba P ( 2017 ) . The principal bundles over an inverse semigroup . Semigroup Forum vol. 94 , ( 3 ) 674 - 695 .
Mole M, Wang L, Stanič S, Bergant K, Eichinger WE, Ocaña F, Strajnar B, Škraba P et al. ( 2017 ) . Lidar measurements of Bora wind effects on aerosol loading . Journal of Quantitative Spectroscopy and Radiative Transfer vol. 188 , 39 - 45 .
Šoberl D, Kosta NM, Škraba P ( 2017 ) . Decentralized computation of homology in wireless sensor networks using spanning trees . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . vol. 10410 LNCS , 25 - 40 .
Skraba P, Thoppe G, Yogeshwaran D ( 2017 ) . Randomly Weighted $d-$complexes: Minimal Spanning Acycles and Persistence Diagrams .
Govc D, Skraba P ( 2016 ) . An Approximate Nerve Theorem .
Skraba P, Rosen P, Wang B, Chen G, Bhatia H, Pascucci V ( 2016 ) . Critical Point Cancellation in 3D Vector Fields: Robustness and Discussion . IEEE Trans Vis Comput Graph vol. 22 , ( 6 ) 1683 - 1693 .
Fortuna C, De Poorter E, Škraba P, Moerman I ( 2016 ) . Data Driven Wireless Network Design: A Multi-level Modeling Approach . Wireless Personal Communications vol. 88 , ( 1 ) 63 - 77 .
Rupnik J, Muhič A, Leban G, Škraba P, Fortuna B, Grobelnik M ( 2016 ) . News across languages - Cross-lingual document similarity and event tracking . Journal of Artificial Intelligence Research vol. 55 , 283 - 316 .
Kerber M, Sheeny DR, Skraba P ( 2016 ) . Persistent homology and nested dissection . Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms . vol. 2 , 1234 - 1245 .
Vejdemo-Johansson M, Skraba P ( 2016 ) . Topology, Big Data and Optimization . vol. 18 ,
Rupnik J, Muhic A, Leban G, Skraba P, Fortuna B, Grobelnik M ( 2015 ) . News Across Languages - Cross-Lingual Document Similarity and Event Tracking .
Bobrowski O, Kahle M, Skraba P ( 2015 ) . Maximally Persistent Cycles in Random Geometric Complexes .
Skraba P, Wang B, Chen G, Rosen P ( 2015 ) . Robustness-Based Simplification of 2D Steady and Unsteady Vector Fields . IEEE Transactions on Visualization and Computer Graphics vol. 21 , ( 8 ) 930 - 944 .
Kudryavtseva G, Škraba P ( 2015 ) . The principal bundles over an inverse semigroup .
Vejdemo-Johansson M, Pokorny FT, Skraba P, Kragic D ( 2015 ) . Cohomological learning of periodic motion . Applicable Algebra in Engineering, Communications and Computing vol. 26 , ( 1-2 ) 5 - 26 .
Costa JP, Johansson MV, Škraba P ( 2014 ) . Variable sets over an algebra of lifetimes: a contribution of lattice theory to the study of computational topology .
Costa JP, Škraba P, Vejdemo-Johansson M ( 2014 ) . Aspects of an internal logic for persistence .
Skraba P, Wang B, Chen G, Rosen P ( 2014 ) . 2D vector field simplification based on robustness . IEEE Pacific Visualization Symposium . 49 - 56 .
Skraba P, Wang B ( 2014 ) . Approximating local homology from samples . Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms . 174 - 192 .
Skraba P, Wang B ( 2014 ) . Interpreting feature tracking through the lens of robustness . Mathematics and Visualization , vol. 0 ,
Chazal F, Guibas LJ, Oudot SY, Skraba P ( 2013 ) . Persistence-Based clustering in riemannian manifolds . Journal of the ACM vol. 60 , ( 6 )
Škraba P, Costa JP ( 2013 ) . A Lattice for Persistence .
Skraba P, Vejdemo-Johansson M ( 2013 ) . Persistence modules: Algebra and algorithms .
Rupnik J, Skraba P, Shawe-Taylor J, Guettes S ( 2013 ) . A Comparison of Relaxations of Multiset Cannonical Correlation Analysis and Applications .
Wang B, Rosen P, Skraba P, Bhatia H, Pascucci V ( 2013 ) . Visualizing robustness of critical points for 2D time-varying vector fields . Computer Graphics Forum vol. 32 , ( 3 PART2 ) 221 - 230 .
Muhic A, Rupnik J, Skraba P ( 2012 ) . Cross-lingual document similarity . Proceedings of the International Conference on Information Technology Interfaces, ITI . 387 - 392 .
Skraba P, Wang B ( 2012 ) . Approximating Local Homology from Samples .
Chazal F, Skraba P, Patel A ( 2012 ) . Computing well diagrams for vector fields on R<sup>n</sup> . Applied Mathematics Letters vol. 25 , ( 11 ) 1725 - 1728 .
Lipsky D, Skraba P, Vejdemo-Johansson M ( 2011 ) . A spectral sequence for parallelized persistence .
Chazal F, Guibas LJ, Oudot SY, Skraba P ( 2011 ) . Scalar Field Analysis over Point Cloud Data . Discrete and Computational Geometry vol. 46 , ( 4 ) 743 - 775 .
Milosavljević N, Morozov D, Škraba P ( 2011 ) . Zigzag persistent homology in matrix multiplication time . Proceedings of the Annual Symposium on Computational Geometry . 216 - 225 .
Chazal F, Oudot S, Skraba P, Guibas LJ ( 2011 ) . Persistence-based clustering in Riemannian manifolds . Proceedings of the Annual Symposium on Computational Geometry . 97 - 106 .
Skraba P, Ovsjanikov M, Guibas L, Chazal F ( 2010 ) . Persistence-based segmentation of deformable shapes . 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010 . 45 - 52 .
Motskin A, Roughgarden T, Skraba P, Guibas L ( 2009 ) . Lightweight coloring and desynchronization for networks . Proceedings - IEEE INFOCOM . 2383 - 2391 .
Chazal F, Guibas LJ, Oudot SY, Skraba P ( 2009 ) . Analysis of scalar fields over point cloud data . Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms . 1021 - 1030 .
Skraba P, Guibas L ( 2007 ) . Energy efficient intrusion detection in camera sensor networks . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . vol. 4549 LNCS , 309 - 323 .
Skraba P, Fang Q, Nguyen A, Guibas L ( 2006 ) . Sweeps over wireless sensor networks . Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, IPSN '06 . vol. 2006 , 143 - 151 .
Skraba P, Fang Q, Nguyen A, Guibas L ( 2006 ) . Sweeps Over Wireless Sensor Networks . Conference: 2006 5th International Conference on Information Processing in Sensor Networks143 - 151 .
Škraba P, Aghajan H, Bahai A ( 2004 ) . Distributed passive routing decisions in mobile Ad-hoc networks . IEEE Vehicular Technology Conference . vol. 60 , 2814 - 2818 .
Škraba P, Aghajan H, Bahai A ( 2004 ) . Cross-Layer Optimization for High Density Sensor Networks: Distributed Passive Routing Decisions . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . vol. 3158 , 266 - 279 .