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Elias Egho
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Books and Theses
- 2014
- [b1]Elias Egho:
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). University of Lorraine, Nancy, France, 2014
Journal Articles
- 2017
- [j4]Elias Egho
, Dominique Gay
, Marc Boullé, Nicolas Voisine, Fabrice Clérot:
A user parameter-free approach for mining robust sequential classification rules. Knowl. Inf. Syst. 52(1): 53-81 (2017) - 2016
- [j3]Aleksey Buzmakov, Elias Egho, Nicolas Jay
, Sergei O. Kuznetsov
, Amedeo Napoli, Chedy Raïssi:
On mining complex sequential data by means of FCA and pattern structures. Int. J. Gen. Syst. 45(2): 135-159 (2016) - 2015
- [j2]Elias Egho, Chedy Raïssi, Toon Calders, Nicolas Jay
, Amedeo Napoli:
On measuring similarity for sequences of itemsets. Data Min. Knowl. Discov. 29(3): 732-764 (2015) - 2014
- [j1]Elias Egho, Nicolas Jay
, Chedy Raïssi, Dino Ienco
, Pascal Poncelet
, Maguelonne Teisseire, Amedeo Napoli:
A contribution to the discovery of multidimensional patterns in healthcare trajectories. J. Intell. Inf. Syst. 42(2): 283-305 (2014)
Conference and Workshop Papers
- 2017
- [c9]Elias Egho, Dominique Gay, Romain Trinquart, Marc Boullé, Nicolas Voisine, Fabrice Clérot:
MiSeRe-Hadoop: A Large-Scale Robust Sequential Classification Rules Mining Framework. DaWaK 2017: 105-119 - 2015
- [c8]Elias Egho, Dominique Gay
, Marc Boullé, Nicolas Voisine, Fabrice Clérot:
A Parameter-Free Approach for Mining Robust Sequential Classification Rules. ICDM 2015: 745-750 - 2014
- [c7]Elias Egho, Chedy Raïssi, Nicolas Jay
, Amedeo Napoli:
Mining Heterogeneous Multidimensional Sequential Patterns. ECAI 2014: 279-284 - 2013
- [c6]Elias Egho, Nicolas Jay
, Chedy Raïssi, Gilles Nuemi, Catherine Quantin
, Amedeo Napoli:
An Approach for Mining Care Trajectories for Chronic Diseases. AIME 2013: 258-267 - [c5]Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi:
On Projections of Sequential Pattern Structures (with an Application on Care Trajectories). CLA 2013: 199-208 - [c4]Elias Egho, Chedy Raïssi, Toon Calders, Thomas Bourquard, Nicolas Jay, Amedeo Napoli:
Vers une mesure de similarité pour les séquences complexes. EGC 2013: 335-340 - [c3]Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi:
FCA and pattern structures for mining care trajectories. FCA4AI@IJCAI 2013: 7-14 - 2012
- [c2]Elias Egho, Chedy Raïssi, Dino Ienco
, Nicolas Jay
, Amedeo Napoli, Pascal Poncelet
, Catherine Quantin
, Maguelonne Teisseire:
Healthcare Trajectory Mining by Combining Multidimensional Component and Itemsets. NFMCP 2012: 109-123 - 2011
- [c1]Elias Egho, Nicolas Jay, Chedy Raïssi, Amedeo Napoli:
A FCA-based Analysis of Sequential Care Trajectories. CLA 2011: 363-376
Informal and Other Publications
- 2015
- [i1]Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi:
On mining complex sequential data by means of FCA and pattern structures. CoRR abs/1504.02255 (2015)
Coauthor Index
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