Primoz Skraba

According to our database1, Primoz Skraba authored at least 38 papers between 2004 and 2020.

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Bibliography

2020
Randomly Weighted $d$-Complexes: Minimal Spanning Acycles and Persistence Diagrams.
Electron. J. Comb., 2020

A Topology Layer for Machine Learning.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
StreamStory: Exploring Multivariate Time Series on Multiple Scales.
IEEE Trans. Vis. Comput. Graph., 2019

A Topology Layer for Machine Learning.
CoRR, 2019

Estimating point-of-interest rating based on visitors geospatial behaviour.
Comput. Sci. Inf. Syst., 2019

2018
Persistent Homology and Machine Learning.
Informatica (Slovenia), 2018

An Approximate Nerve Theorem.
Found. Comput. Math., 2018

Topology-Aware Surface Reconstruction for Point Clouds.
CoRR, 2018

Topological Function Optimization for Continuous Shape Matching.
Comput. Graph. Forum, 2018

2017
Predicting Users' Mobility Using Monte Carlo Simulations.
IEEE Access, 2017

Decentralized Computation of Homology in Wireless Sensor Networks Using Spanning Trees.
Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016
Data Driven Wireless Network Design: A Multi-level Modeling Approach.
Wireless Personal Communications, 2016

Critical Point Cancellation in 3D Vector Fields: Robustness and Discussion.
IEEE Trans. Vis. Comput. Graph., 2016

News Across Languages - Cross-Lingual Document Similarity and Event Tracking.
J. Artif. Intell. Res., 2016

Persistent Homology and Nested Dissection.
Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms, 2016

2015
Robustness-Based Simplification of 2D Steady and Unsteady Vector Fields.
IEEE Trans. Vis. Comput. Graph., 2015

Cohomological learning of periodic motion.
Appl. Algebra Eng. Commun. Comput., 2015

2014
Variable sets over an algebra of lifetimes: a contribution of lattice theory to the study of computational topology.
CoRR, 2014

Aspects of an internal logic for persistence.
CoRR, 2014

Approximating Local Homology from Samples.
Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, 2014

2D Vector Field Simplification Based on Robustness.
Proceedings of the IEEE Pacific Visualization Symposium, 2014

Interpreting Feature Tracking Through the Lens of Robustness.
Proceedings of the Topological Methods in Data Analysis and Visualization III, 2014

2013
Persistence-Based Clustering in Riemannian Manifolds.
J. ACM, 2013

Persistence modules: Algebra and algorithms
CoRR, 2013

A Comparison of Relaxations of Multiset Cannonical Correlation Analysis and Applications
CoRR, 2013

Visualizing Robustness of Critical Points for 2D Time-Varying Vector Fields.
Comput. Graph. Forum, 2013

2012
Sampling for Local Homology with Vietoris-Rips Complexes
CoRR, 2012

Computing well diagrams for vector fields on Rn.
Appl. Math. Lett., 2012

Cross-lingual document similarity.
Proceedings of the 34th International Conference on Information Technology Interfaces, 2012

2011
Scalar Field Analysis over Point Cloud Data.
Discret. Comput. Geom., 2011

A spectral sequence for parallelized persistence
CoRR, 2011

Zigzag persistent homology in matrix multiplication time.
Proceedings of the 27th ACM Symposium on Computational Geometry, 2011

2010
Persistence-based segmentation of deformable shapes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Analysis of scalar fields over point cloud data.
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009

Lightweight Coloring and Desynchronization for Networks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2007
Energy Efficient Intrusion Detection in Camera Sensor Networks.
Proceedings of the Distributed Computing in Sensor Systems, 2007

2006
Sweeps over wireless sensor networks.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

2004
Cross-Layer Optimization for High Density Sensor Networks: Distributed Passive Routing Decisions.
Proceedings of the Ad-Hoc, Mobile, and Wireless Networks: Third International Conference, 2004


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