Luca Rossi

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Classifying Me Softly: A Novel Graph Neural Network Based on Features Soft-Alignment.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Learning Graph Convolutional Networks based on Quantum Vertex Information Propagation (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

k-Anonymity on Graphs Using the Szemerédi Regularity Lemma.

[BibT_eX]

[DOI]

Giorgia Minello

IEEE Trans. Netw. Sci. Eng., 2021

Graph Kernel Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

2020

A Quantum-Inspired Similarity Measure for the Analysis of Complete Weighted Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Local-global nested graph kernels using nested complexity traces.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Estimating the Manifold Dimension of a Complex Network Using Weyl's Law.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

The Average Mixing Kernel Signature.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

You Can't See Me: Anonymizing Graphs Using the Szemerédi Regularity Lemma.

[BibT_eX]

[DOI]

Daniele Foffano

Frontiers Big Data, 2019

Can a Quantum Walk Tell Which Is Which?A Study of Quantum Walk-Based Graph Similarity.

[BibT_eX]

[DOI]

Giorgia Minello

Entropy, 2019

On the von Neumann entropy of graphs.

[BibT_eX]

[DOI]

Giorgia Minello

J. Complex Networks, 2019

2018

Thermodynamic Analysis of Time Evolving Networks.

[BibT_eX]

[DOI]

Entropy, 2018

A Quantum Spatial Graph Convolutional Neural Network using Quantum Passing Information.

[BibT_eX]

[DOI]

CoRR, 2018

Venice through the Lens of Instagram: A Visual Narrative of Tourism in Venice.

[BibT_eX]

[DOI]

Eric Boscaro

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

A Mixed Entropy Local-Global Reproducing Kernel for Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

A Preliminary Survey of Analyzing Dynamic Time-Varying Financial Networks Using Graph Kernels.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

A Deep Hybrid Graph Kernel Through Deep Learning Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Quantum kernels for unattributed graphs using discrete-time quantum walks.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

Adaptive Feature Selection Based on the Most Informative Graph-Based Features.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

A Nested Alignment Graph Kernel Through the Dynamic Time Warping Framework.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Measuring Vertex Centrality Using the Holevo Quantity.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

2016

Edge Centrality via the Holevo Quantity.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

The Average Mixing Matrix Signature.

[BibT_eX]

[DOI]

Simone Severini

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Pub Crawling at Scale: Tapping Untappd to Explore Social Drinking.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Web and Social Media, 2016

A novel entropy-based graph signature from the average mixing matrix.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A transitive aligned Weisfeiler-Lehman subtree kernel.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

A quantum Jensen-Shannon graph kernel for unattributed graphs.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Unfolding Kernel embeddings of graphs: Enhancing class separation through manifold learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Spatio-temporal techniques for user identification by means of GPS mobility data.

[BibT_eX]

[DOI]

James Walker

EPJ Data Sci., 2015

Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data.

[BibT_eX]

[DOI]

CoRR, 2015

Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web and Social Media, 2015

On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web and Social Media, 2015

An Aligned Subtree Kernel for Weighted Graphs.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

A Quantum Jensen-Shannon Graph Kernel Using Discrete-Time Quantum Walks.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2014

Modeling, classification and analysis of graph structures.

[BibT_eX]

[DOI]

PhD thesis, 2014

Coarse-to-fine skeleton extraction for high resolution 3D meshes.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2014

Transitive State Alignment for the Quantum Jensen-Shannon Kernel.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Node Centrality for Continuous-Time Quantum Walks.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

The Uncertainty of Identity Toolset: Analysing Digital Traces for User Profiling.

[BibT_eX]

[DOI]

Muttukrishnan Rajarajan

Proceedings of the 7th International Conference on Security of Information and Networks, 2014

Attributed Graph Kernels Using the Jensen-Tsallis q-Differences.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Coding Together at Scale: GitHub as a Collaborative Social Network.

[BibT_eX]

[DOI]

Antonio Lima

Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

It's the way you check-in: identifying users in location-based social networks.

[BibT_eX]

[DOI]

Proceedings of the second ACM conference on Online social networks, 2014

2013

Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013

A Quantum Jensen-Shannon Graph Kernel Using the Continuous-Time Quantum Walk.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

A Continuous-Time Quantum Walk Kernel for Unattributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2013

2012

Information Theoretic Prototype Selection for Unattributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Approximate Axial Symmetries from Continuous Time Quantum Walks.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A stable graph-based representation for object recognition through high-order matching.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

An Adaptive Hierarchical Approach to the Extraction of High Resolution Medial Surfaces.

[BibT_eX]

[DOI]

Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011

Supervised Learning of Graph Structure.

[BibT_eX]

[DOI]