Recherche - Department of Natural Language Processing & Knowledge Discovery

Filtrer vos résultats

9 résultats
keyword_s : Pattern mining
Image document

A fast compound algorithm for mining generators, closed itemsets, and computing links between equivalence classes

Laszlo Szathmary , Petko Valtchev , Amedeo Napoli , Robert Godin , Alix Boc , et al.
Annals of Mathematics and Artificial Intelligence, 2014, 70, pp.81 - 105. ⟨10.1007/s10472-013-9372-8⟩
Article dans une revue hal-01101140v1
Image document

A Hybrid Classification Approach based on FCA and Emerging Patterns - An application for the classification of biological inhibitors

Yasmine Asses , Aleksey Buzmakov , Thomas Bourquard , Sergei O. Kuznetsov , Amedeo Napoli
CLA'12: The Ninth International Conference on Concept Lattices and Their Applications - 2012, Oct 2012, Fuengirola, Spain
Communication dans un congrès hal-00761586v1
Image document

Elements About Exploratory, Knowledge-Based, Hybrid, and Explainable Knowledge Discovery

Miguel Couceiro , Amedeo Napoli
ICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.3-16, ⟨10.1007/978-3-030-21462-3_1⟩
Communication dans un congrès hal-02195480v1
Image document

A hybrid and exploratory approach to knowledge discovery in metabolomic data

Dhouha Grissa , Blandine Comte , Mélanie Pétéra , Estelle Pujos-Guillot , Amedeo Napoli
Discrete Applied Mathematics, 2020, 273 (SI), pp.103-116. ⟨10.1016/j.dam.2018.11.025⟩
Article dans une revue hal-02195463v1
Image document

Fast Generation of Best Interval Patterns for Nonmonotonic Constraints

Aleksey Buzmakov , Sergei O. Kuznetsov , Amedeo Napoli
Machine Learning and Knowledge Discovery in Databases, Sep 2015, Porto, Portugal. pp.157-172, ⟨10.1007/978-3-319-23525-7_10⟩
Communication dans un congrès hal-01186718v1
Image document

2023 Activity Report -- Orpailleur Team (LORIA) : Knowledge Discovery and Knowledge Engineering

Amedeo Napoli , Alexandre Blansché , Lydia Boudjeloud-Assala , Brieuc Conan-Guez , Miguel Couceiro , et al.
Université de Lorraine, CNRS, LORIA. 2024
Rapport hal-04575652v1
Image document

Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems

Willy Ugarte , Patrice Boizumault , Bruno Crémilleux , Alban Lepailleur , Samir Loudni , et al.
Artificial Intelligence, 2017, 244, pp.48-69. ⟨10.1016/j.artint.2015.04.003⟩
Article dans une revue hal-02048224v1
Image document

Delta-Closure Structure for Studying Data Distribution

Aleksey Buzmakov , Sergei O Kuznetsov , Tatiana Makhalova , Amedeo Napoli
IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022, Xingquan Zhu, Sanjay Ranka, My T. Thai, Takashi Washio, and Xindong Wu editors, Nov 2022, Orlando, FL, USA, United States. ⟨10.1109/ICDM54844.2022.00099⟩
Communication dans un congrès hal-04055185v1
Image document

An Efficient Algorithm for Computing Entropic Measures of Feature Subsets

Frédéric Pennerath
ECML-PKDD 2018 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2018, Dublin, Ireland
Communication dans un congrès hal-01897734v1