14 citations · 22 across the 6 of their papers we have counts for
6 papers
Discrete Elastic Inner Vector Spaces with Application in Time Series and Sequence Mining
Pierre-François Marteau, Nicolas Bonnel, Gilbas Ménier
This paper proposes a framework dedicated to the construction of what we call discrete elastic inner product allowing one to embed sets of non-uniformly sampled multivariate time s…
Parallel Random Apollonian Networks
Nicolas Bonnel, Pierre-François Marteau, Gildas G. Ménier
We present and study in this paper a simple algorithm that produces so called growing Parallel Random Apollonian Networks (P-RAN) in any dimension d. Analytical derivations show th…
Weighted Naive Bayes Model for Semi-Structured Document Categorization
Pierre-François Marteau, Gilbas Ménier, Eugen Popovici
The aim of this paper is the supervised classification of semi-structured data. A formal model based on bayesian classification is developed while addressing the integration of the…
Spiral Walk on Triangular Meshes : Adaptive Replication in Data P2P Networks
Nicolas Bonnel, Gilbas Ménier, Pierre-François Marteau
We introduce a decentralized replication strategy for peer-to-peer file exchange based on exhaustive exploration of the neighborhood of any node in the network. The replication sch…
Speeding up Simplification of Polygonal Curves using Nested Approximations
Pierre-François Marteau, Gildas G. Ménier
We develop a multiresolution approach to the problem of polygonal curve approximation. We show theoretically and experimentally that, if the simplification algorithm A used between…
Multiresolution Approximation of Polygonal Curves in Linear Complexity
Pierre-François Marteau, Gilbas Ménier
We propose a new algorithm to the problem of polygonal curve approximation based on a multiresolution approach. This algorithm is suboptimal but still maintains some optimality bet…