97 citations · 309 across the 12 of their papers we have counts for
12 papers
Scalable Hyperbolic Recommender Systems
Benjamin Paul Chamberlain, Stephen R. Hardwick, David R. Wardrope +3
We present a large scale hyperbolic recommender system. We discuss why hyperbolic geometry is a more suitable underlying geometry for many recommendation systems and cover the fund…
Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products
Ângelo Cardoso, Fabio Daolio, Saúl Vargas
In this paper, we describe a solution to tackle a common set of challenges in e-commerce, which arise from the fact that new products are continually being added to the catalogue.…
Critical Cooperation Range to Improve Spatial Network Robustness
V. H. P. Louzada, N. A. M. Araújo, T. Verma +3
A robust worldwide air-transportation network (WAN) is one that minimizes the number of stranded passengers under a sequence of airport closures. Building on top of this realistic…
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes
Gabriela Ochoa, Sébastien Verel, Fabio Daolio +1
This chapter overviews a recently introduced network-based model of combinatorial landscapes: Local Optima Networks (LON). The model compresses the information given by the whole s…
Smart Rewiring for Network Robustness
V. H. P. Louzada, F. Daolio, H. J. Herrmann +1
While new forms of attacks are developed every day to compromise essential infrastructures, service providers are also expected to develop strategies to mitigate the risk of extrem…
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance
Francisco Chicano, Fabio Daolio, Gabriela Ochoa +3
Recent developments in fitness landscape analysis include the study of Local Optima Networks (LON) and applications of the Elementary Landscapes theory. This paper represents a fir…