Items where authors include "Rossi, Luca"

Article

Bai, Lu, Jiao, Yuhang, Cui, Lixin et al. (4 more authors) (2021) Learning Graph Convolutional Networks based on Quantum Vertex Information Propagation. IEEE Transactions on Knowledge and Data Engineering. ISSN 1041-4347

Bai, Lu, Cui, Lixin, Jiao, Yuhang et al. (2 more authors) (2020) Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence. pp. 783-798. ISSN 0162-8828 (In Press)

Bai, Lu, Rossi, Luca, Cui, Lixin et al. (2 more authors) (2019) A Quantum-inspired Similarity Measure for the Analysis of Complete Weighted Graphs. IEEE Transactions on Cybernetics. pp. 1264-1277. ISSN 2168-2267

Ye, Cheng, Wilson, Richard Charles orcid.org/0000-0001-7265-3033, Rossi, Luca et al. (2 more authors) (2018) Thermodynamic Analysis of Time Evolving Networks. Entropy. ISSN 1099-4300 (In Press)

Bai, Lu, Cui, Lixin, Rossi, Luca et al. (3 more authors) (2018) Local-global nested graph kernels using nested complexity traces. Pattern Recognition Letters. ISSN 0167-8655

Bai, Lu, Rossi, Luca, Cui, Lixin et al. (4 more authors) (2016) Quantum Jensen-Shannon Graph Kernels using Discrete-time Quantum Walks. Pattern Recognition Letters. ISSN 0167-8655

Rossi, Luca, Torsello, Andrea and Hancock, Edwin R orcid.org/0000-0003-4496-2028 (2015) Unfolding Kernel Embeddings of Graphs : Enhancing Class Separation through Manifold Learning. Pattern Recognition. pp. 3357-3370. ISSN 0031-3203

Rossi, Luca, Torsello, Andrea and Hancock, Edwin R. orcid.org/0000-0003-4496-2028 (2015) Measuring graph similarity through continuous-time quantum walks and the quantum Jensen-Shannon divergence. Physical Review E. 022815. ISSN 1550-2376

Bai, Lu, Rossi, Luca, Torsello, Andrea et al. (1 more author) (2014) A quantum Jensen-Shannon graph kernel for unattributed graphs. Pattern Recognition. pp. 344-355. ISSN 0031-3203

Conference or Workshop Item

Cui, Lixin, Bai, Lu, Rossi, Luca et al. (1 more author) (2018) A Deep Hybrid Graph Kernel through Deep Learning Networks. In: 24th International Conference on Pattern Recognition, 21-24 Aug 2018. (In Press)

Proceedings Paper

Bai, Lu, Jiao, Yuhang, Cui, Lixin et al. (4 more authors) (2022) Learning Graph Convolutional Networks based on Quantum Vertex Information Propagation. In: International conference on data engineering. UNSPECIFIED. International Conference on Data Engineering . IEEE .

Lu, Bai, Cui, Lixin, Rossi, Luca et al. (1 more author) (2017) Adaptive Feature Selection Based on the Most Informative Graph-Based Features. In: Graph-Based Representations in Pattern Recognition - 11th IAPR-TC-15 International Workshop, GbRPR 2017, Anacapri, Italy, May 16-18, 2017, Proceedings. UNSPECIFIED. Springer , pp. 276-287.

Bai, Lu, Rossi, Luca, Cui, Lixin et al. (1 more author) (2017) A Nested Alignment Graph Kernel through the Dynamic Time Warping Framework. In: Graph-Based Representations in Pattern Recognition - 11th IAPR-TC-15 International Workshop, GbRPR 2017, Anacapri, Italy, May 16-18, 2017, Proceedings. UNSPECIFIED. Springer , pp. 59-69.

Bai, Lu, Rossi, Luca and Hancock, Edwin R orcid.org/0000-0003-4496-2028 (2015) An Aligned Subtree Kernel for Weighted Graphs. In: International Conference on Machine Learning (ICML) 2015. UNSPECIFIED. , pp. 30-39.

Rossi, Luca, Torsello, Andrea and Hancock, Edwin R. orcid.org/0000-0003-4496-2028 (2014) Node centrality for continuous-time quantum walks. In: Structural, Syntactic, and Statistical Pattern Recognition:Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland, August 20-22, 2014. Proceedings. Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, S+SSPR 2014, 20-22 Aug 2014. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer , GBR , pp. 103-112.

Torsello, Andrea, Gasparetto, Andrea, Rossi, Luca et al. (2 more authors) (2014) Transitive state alignment for the quantum jensen-shannon kernel. In: Fränti,, Pasi, Brown, Gavin, Loog, Marco, Escolano, Francisco and Pelillo, Marcello, (eds.) Structural, Syntactic, and Statistical Pattern Recognition:Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland, August 20-22, 2014. Proceedings. Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, S+SSPR 2014, 20-22 Aug 2014. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer , GBR , pp. 22-31.