366 citations
- Centre National de la Recherche ScientifiqueFR104 papers
- École Nationale Supérieure d'Ingénieurs de CaenFR86 papers
- Université de Caen NormandieFR70 papers
- Normandie UniversitéFR54 papers
- Centre de Recherche en Mathématiques de la DécisionFR17 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR17 papers
- CEA Paris-SaclayFR15 papers
- Astrophysique, Instrumentation et ModélisationFR12 papers
- Institut de Mathématiques de BordeauxFR12 papers
- Laboratoire de Cristallographie et Sciences des MatériauxFR9 papers
- Laboratoire d'Informatique, du Traitement de l'Information et des SystèmesFR9 papers
- Université Paris-SaclayFR8 papers
9 papers · 1 filter
A New Perspective on Precision and Recall for Generative Models
Benjamin Sykes, Loïc Simon, Julien Rabin +1
With the recent success of generative models in image and text, the question of their evaluation has recently gained a lot of attention. While most methods from the state of the ar…
CAKE: Compact and Accurate K-dimensional representation of Emotion
Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux +2
Numerous models describing the human emotional states have been built by the psychology community. Alongside, Deep Neural Networks (DNN) are reaching excellent performances and are…
A global Constraint for mining Sequential Patterns with GAP constraint
Amina Kemmar, Samir Loudni, Yahia Lebbah +2
Sequential pattern mining (SPM) under gap constraint is a challenging task. Many efficient specialized methods have been developed but they are all suffering from a lack of generic…
Prefix-Projection Global Constraint for Sequential Pattern Mining
Amina Kemmar, Samir Loudni, Yahia Lebbah +2
Sequential pattern mining under constraints is a challenging data mining task. Many efficient ad hoc methods have been developed for mining sequential patterns, but they are all su…
Tractability and Decompositions of Global Cost Functions
David Allouche, Christian Bessiere, Patrice Boizumault +8
Enforcing local consistencies in cost function networks is performed by applying so-called Equivalent Preserving Transformations (EPTs) to the cost functions. As EPTs transform the…
A Constraint Programming Approach for Mining Sequential Patterns in a Sequence Database
Jean-Philippe Métivier, Samir Loudni, Thierry Charnois
Constraint-based pattern discovery is at the core of numerous data mining tasks. Patterns are extracted with respect to a given set of constraints (frequency, closedness, size, etc…