Elias Egho

According to our database, Elias Egho authored at least 14 papers between 2011 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2017

A user parameter-free approach for mining robust sequential classification rules.

Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot

Knowl. Inf. Syst., 2017

MiSeRe-Hadoop: A Large-Scale Robust Sequential Classification Rules Mining Framework.

Elias Egho, Dominique Gay, Romain Trinquart, Marc Boullé, Nicolas Voisine, Fabrice Clérot

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2016

On mining complex sequential data by means of FCA and pattern structures.

Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi

Int. J. Gen. Syst., 2016

2015

On measuring similarity for sequences of itemsets.

Elias Egho, Chedy Raïssi, Toon Calders, Nicolas Jay, Amedeo Napoli

Data Min. Knowl. Discov., 2015

A Parameter-Free Approach for Mining Robust Sequential Classification Rules.

Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Mining Heterogeneous Multidimensional Sequential Data : An Application to the Analysis of Patient Healthcare Trajectories. (Extraction de motifs séquentiels dans des données séquentielles multidimensionnelles et hétérogènes / Extraction de motifs séquentiels dans des données séquentielles multidimensionnelles et hétérogènes : Une application à l'analyse de trajectoires de patients).

Elias Egho

PhD thesis, 2014

A contribution to the discovery of multidimensional patterns in healthcare trajectories.

Elias Egho, Nicolas Jay, Chedy Raïssi, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire, Amedeo Napoli

J. Intell. Inf. Syst., 2014

Mining Heterogeneous Multidimensional Sequential Patterns.

Elias Egho, Chedy Raïssi, Nicolas Jay, Amedeo Napoli

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

FCA and pattern structures for mining care trajectories.

Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi

Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2013), 2013

Vers une mesure de similarité pour les séquences complexes.

Elias Egho, Chedy Raïssi, Toon Calders, Thomas Bourquard, Nicolas Jay, Amedeo Napoli

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

On Projections of Sequential Pattern Structures (with an Application on Care Trajectories).

Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi

Proceedings of the Tenth International Conference on Concept Lattices and Their Applications, 2013

An Approach for Mining Care Trajectories for Chronic Diseases.

Elias Egho, Nicolas Jay, Chedy Raïssi, Gilles Nuemi, Catherine Quantin, Amedeo Napoli

Proceedings of the Artificial Intelligence in Medicine, 2013

2012

Healthcare Trajectory Mining by Combining Multidimensional Component and Itemsets.

Elias Egho, Chedy Raïssi, Dino Ienco, Nicolas Jay, Amedeo Napoli, Pascal Poncelet, Catherine Quantin, Maguelonne Teisseire

Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012

2011

A FCA-based Analysis of Sequential Care Trajectories.

Elias Egho, Nicolas Jay, Chedy Raïssi, Amedeo Napoli

Proceedings of The Eighth International Conference on Concept Lattices and Their Applications, 2011