A hybrid and exploratory approach to knowledge discovery in metabolomic data

Dhouha Grissa; Blandine Comte; Melanie Petera; Estelle Pujos-Guillot; Amedeo Napoli

doi:10.1016/j.dam.2018.11.025

A hybrid and exploratory approach to knowledge discovery in metabolomic data

Dhouha Grissa, Blandine Comte, Melanie Petera, Estelle Pujos-Guillot, Amedeo Napoli

Research output: Contribution to journal › Journal article › Research › peer-review

7 Citations (Scopus)

Original language	English
Journal	Discrete Applied Mathematics
Volume	273
Pages (from-to)	103-116
ISSN	0166-218X
DOIs	https://doi.org/10.1016/j.dam.2018.11.025
Publication status	Published - 2020
Externally published	Yes

Keywords

Hybrid knowledge discovery
Pattern mining
Formal concept analysis
Data and pattern exploration
Metabolomic data
Classification
Visualization
Interpretation

Access to Document

10.1016/j.dam.2018.11.025

Cite this

@article{289cec86b8d142e38fb4ec38020769a3,

title = "A hybrid and exploratory approach to knowledge discovery in metabolomic data",

keywords = "Hybrid knowledge discovery, Pattern mining, Formal concept analysis, Data and pattern exploration, Metabolomic data, Classification, Visualization, Interpretation",

author = "Dhouha Grissa and Blandine Comte and Melanie Petera and Estelle Pujos-Guillot and Amedeo Napoli",

year = "2020",

doi = "10.1016/j.dam.2018.11.025",

language = "English",

volume = "273",

pages = "103--116",

journal = "Discrete Applied Mathematics",

issn = "0166-218X",

publisher = "Elsevier BV * North-Holland",

}

TY - JOUR

T1 - A hybrid and exploratory approach to knowledge discovery in metabolomic data

AU - Grissa, Dhouha

AU - Comte, Blandine

AU - Petera, Melanie

AU - Pujos-Guillot, Estelle

AU - Napoli, Amedeo

PY - 2020

Y1 - 2020

KW - Hybrid knowledge discovery

KW - Pattern mining

KW - Formal concept analysis

KW - Data and pattern exploration

KW - Metabolomic data

KW - Classification

KW - Visualization

KW - Interpretation

U2 - 10.1016/j.dam.2018.11.025

DO - 10.1016/j.dam.2018.11.025

M3 - Journal article

VL - 273

SP - 103

EP - 116

JO - Discrete Applied Mathematics

JF - Discrete Applied Mathematics

SN - 0166-218X

ER -