Browse by Aston Author

Article

Ye, Cheng, Wilson, Richard, Rossi, Luca, Torsello, Andrea and Hancock, Edwin (2018). Thermodynamic Analysis of Time Evolving Networks. Entropy, 20 (10),

Bai, Lu, Rossi, Luca, Cui, Lixin, Zhang, Zhihong, Ren, Peng, Bai, Xiao and Hancock, Edwin R. (2017). Quantum kernels for unattributed graphs using discrete-time quantum walks. Pattern Recognition Letters, 87 , pp. 96-103.

Rossi, Luca, Torsello, Andrea and Hancock, Edwin R. (2015). Measuring graph similarity through continuous-time quantum walks and the quantum Jensen-Shannon divergence. Physical Review E, 91 (2),

Bai, Lu, Rossi, Luca, Torsello, Andrea and Hancock, Edwin R. (2015). A quantum Jensen-Shannon graph kernel for unattributed graphs. Pattern Recognition, 48 (2), pp. 344-355.

Rossi, Luca and Torsello, Andrea (2014). Coarse-to-fine skeleton extraction for high resolution 3D meshes. Computer Vision and Image Understanding, 118 , pp. 140-152.

Book Section

Bai, Lu, Rossi, Luca, Cui, Lixin and Hancock, Edwin R. (2017). A novel entropy-based graph signature from the average mixing matrix. IN: 2016 23rd International Conference on Pattern Recognition, ICPR. MEX: IEEE.

Bai, Lu, Rossi, Luca, Cui, Lixin and Hancock, Edwin R. (2017). A transitive aligned Weisfeiler-Lehman subtree kernel. IN: 2016 23rd International Conference on Pattern Recognition, ICPR. MEX: IEEE.

Bai, Lu, Cui, Lixin, Rossi, Luca, Hancock, Edwin R. and Jiao, Yuhang (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. Proceedings. Foggia, Pasquale; Liu, Cheng-Lin and Vento, Mario (eds) Lecture Notes in Computer Science . ITA: Springer.

Rossi, Luca and Torsello, Andrea (2017). Measuring vertex centrality using the Holevo quantity. IN: Graph-based representations in pattern recognition : 11th IAPR-TC-15 international workshop, GbRPR 2017. Proceedings. Foggia, Pasquale; Liu, Cheng-Lin and Vento, Mario (eds) Lecture Notes in Computer Science . ITA: Springer.

Bai, Lu, Rossi, Luca, Cui, Lixin and Hancock, Edwin R. (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. Proceedings. Foggia, Pasquale; Liu, Cheng-Lin and Vento, Mario (eds) Lecture Notes in Computer Science . ITA: Springer.

Lockhart, Joshua, Minello, Giorgia, Rossi, Luca, Severini, Simone and Torsello, Andrea (2016). Edge centrality via the Holevo quantity. IN: Structural, syntactic, and statistical pattern recognition. Robles-Kelly, Antonio; Loog, Marco; Biggio, Battista and et al (eds) Lecture Notes in Computer Science . MEX: Springer.

Rossi, Luca, Severini, Simone and Torsello, Andrea (2016). The average mixing matrix signature. IN: Structural, syntactic, and statistical pattern recognition. Robles-Kelly, Antonio; Loog, Marco; Baggio, Battista and et al (eds) Image Processing, Computer Vision, Pattern Recognition, and Graphics (Lecture Notes in Computer Science) . MEX: Springer.

Chorley, Martin, Rossi, Luca, Tyson, Gareth and Williams, Matthew (2016). Pub crawling at scale:tapping untappd to explore social drinking. IN: Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. DEU: AAAI.

Bai, Lu, Zhang, Zhihong, Ren, Peng, Rossi, Luca and Hancock, Edwin R. (2015). An edge-based matching kernel through discrete-time quantum walks. IN: Image analysis and processing — ICIAP 2015. Murino, Vittorio and Puppo, Enrico (eds) Lecture notes in computer science, Part I . ITA: Springer.

Rossi, Luca, Musolesi, Mirco and Torsello, Andrea (2015). On the k-anonymization of time-varying and multi-layer social graphs. IN: Proceedings of the 9th International AAAI Conference on Web and Social Media (AAAI ICWSM'15). GBR: UNSPECIFIED.

Rossi, Luca, Williams, Matthew, Stich, Christoph and Musolesi, Mirco (2015). Privacy and the City:user identification and location semantics in location-based social networks. IN: Proceedings of the 9th International AAAI Conference on Web and Social Media (AAAI ICWSM'15). GBR: UNSPECIFIED.

Bai, Lu, Rossi, Luca, Zhang, Zhihong and Hancock, Edwin R. (2015). An aligned subtree kernel for weighted graphs. IN: Proceedings of the 32nd International Conference on Machine Learning. Bach, Francis and Blei, David (eds) JMLR workshop and conference proceedings . FRA: UNSPECIFIED.

Bai, Lu, Rossi, Luca, Ren, Peng, Zhang, Zhihong and Hancock, Edwin R. (2015). A quantum Jensen-Shannon graph kernel using discrete-time quantum walks. IN: Graph-based representations in pattern recognition. Liu, Cheng-Lin; Luo, Bin; Kropatsch, Walter G. and Cheng, Jian (eds) Lecture notes in computer science . CHN: Springer.

Adnan, Muhammad, Lima, Antonio, Rossi, Luca, Veluru, Suresh, Longley, Paul, Musolesi, Mirco and Rajarajan, Muttukrishnan (2014). The uncertainty of identity toolset:analysing digital traces for user profiling. IN: SIN '14 : proceedings of the 7th international conference on Security of Information and Networks. GBR: ACM.

Lima, Antonio, Rossi, Luca and Musolesi, Mirco (2014). Coding together at scale:GitHub as a collaborative social network. IN: Proceedings of the 8th International Conference on Weblogs and Social Media, ICWSM 2014. USA: AAAI.

Rossi, Luca and Torsello, Andrea (2012). An adaptive hierarchical approach to the extraction of high resolution medial surfaces. IN: Proceedings : second joint 3DIM/3DPVT conference: 3D Imaging, Modeling, Processing, Visualization and Transmission, 3DIMPVT 2012. CHE: IEEE.

Albarelli, A., Bergamasco, F., Rossi, L., Vascon, S. and Torsello, A. (2012). A stable graph-based representation for object recognition through high-order matching. IN: Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012). International conference on pattern recognition . JPN: IEEE.

Monograph

Torsello, Andrea and Rossi, Luca (2016). Efficient computation of decoherent quantum walks through eigenvalue perturbation. Technical Report. UNSPECIFIED.

Conference or Workshop Item

Lima, A., Pejovic, V., Rossi, L., Musolesi, M. and Gonzalez, M. (2015). Progmosis:evaluating risky individual behavior during epidemics using mobile network data. IN: NetMob 2015. MIT Media Lab, 2015-04-07 - 2015-04-10.