Publications de Jean-Cédric Chappelier

Large-scale extraction of brain connectivity from the neuroscientific literature

Jean-Cédric Chappelier, Sean Lewis Hill, Martin Telefont, Renaud Luc Richardet

In neuroscience, as in many other scientific domains, the primary form of knowledge dissemination is through published articles. One challenge for modern neuroinformatics is finding methods to make the knowledge from the tremendous backlog of publications ...

Oxford Univ Press2015

Automatic target validation based on neuroscientific literature mining for tractography

Jean-Cédric Chappelier, Sean Lewis Hill, Renaud Luc Richardet, David Slater, Xavier Vasques, Bogdan Draganski, Jocelyne Bloch

Target identification for tractography studies requires solid anatomical knowledge validated by an extensive literature review across species for each seed structure to be studied. Manual literature review to identify targets for a given seed region is ted ...

Frontiers Research Foundation2015

Agile text mining with Sherlok

Jean-Cédric Chappelier, Sean Lewis Hill, Renaud Luc Richardet

The successful development of an intelligent text mining application requires the collaboration of two main stakeholders: subject matter experts and text miners. In this paper, we describe a new methodology, agile text mining to improve that collaboration. ...

IEEE2015

Integration of Online Learning into HTN Planning for Robotic Tasks

Francesco Mondada, Jean-Cédric Chappelier, Stéphane Magnenat

This paper extends hierarchical task network (HTN) planning with lightweight learning, considering that in robotics, actions have a non-zero probability of failing. Our work applies to A*-based HTN planners with lifting. We prove that the planner finds the ...

2012

Rôle de la matrice d'information et pondération des composantes dans les noyaux de Fisher pour PLSI

Emmanuel Eckard, Jean-Cédric Chappelier

An information-geometric approach for document similarities in the framework of “Probabilistic Latent Semantic Indexing” was ﬁrst proposed by T. Hofmann (2000) and later extended (“revisited”) by Nyffenegger et al. (2006). This paper presents an in-depth s ...

2009

Finding instabilities in the community structure of complex networks

Jean-Cédric Chappelier, Paolo De Los Rios, David Gfeller

2005