Nazha Selmaoui-Folcher

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 24

Top Topics

Sequential Patterns

Attributed Graphs

Pattern Discovery

Imbalanced Data Sets

Top Venues

Knowl. Inf. Syst.

Int. J. Data Warehous. Min.

Publications

Zhi Cheng, Landy Andriamampianina, Franck Ravat, Jiefu Song, Nathalie Vallès-Parlangeau, Philippe Fournier-Viger, Nazha Selmaoui-Folcher
Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed Graphs. PAKDD (2) (2023)
Rodrigue Govan, Nazha Selmaoui-Folcher, Aristotelis Giannakos, Philippe Fournier-Viger
Co-location Pattern Mining Under the Spatial Structure Constraint. DEXA (1) (2023)
Rodrigue Govan, Nazha Selmaoui-Folcher, Aristotelis Giannakos, Philippe Fournier-Viger
Extraction de co-localisations sous contrainte de la structure spatiale. CNIA (2023)
Nazha Selmaoui-Folcher, Jannaï Tokotoko, Samuel Gorohouna, Laisa Roi, Claire Leschi, Catherine Ris
Concept of Temporal Pretopology for the Analysis for Structural Changes: Application to Econometrics. Int. J. Data Warehous. Min. 18 (2) (2022)
Romane Scherrer, Erwan Aulnette, Thomas Quiniou, Joël Kasarhérou, Pierre Kolb, Nazha Selmaoui-Folcher
Boat Detection in Marina Using Time-Delay Analysis and Deep Learning. Int. J. Data Warehous. Min. 18 (2) (2022)
Jannaï Tokotoko, Rodrigue Govan, Hugues Lemonnier, Nazha Selmaoui-Folcher
Multiscale and Multivariate Time Series Clustering: A New Approach. ISMIS (2022)
Romane Scherrer, Erwan Aulnette, Thomas Quiniou, Joël Kasarhérou, Pierre Kolb, Nazha Selmaoui-Folcher
Détection de Bateaux de Plaisance dans une Marina par Deep Learning. EGC (2021)
Romane Scherrer, Rodrigue Govan, Thomas Quiniou, Thierry Jauffrais, Hugues Lemonnier, Sophie Bonnet, Nazha Selmaoui-Folcher
Real-Time Automatic Plankton Detection, Tracking and Classification on Raw Hologram. CIBB (2021)
Nazha Selmaoui-Folcher, Jannaï Tokotoko, Samuel Gorohouna, Laisa Roi
Concept de prétopologie temporelle pour l'analyse des évolutions structurelles. EGC (2021)
Jannaï Tokotoko, Nazha Selmaoui-Folcher, Rodrigue Govan, Hugues Lemonnier
TSX-Means: An Optimal K Search Approach for Time Series Clustering. DEXA (2) (2021)
Frédéric Flouvat, Nazha Selmaoui-Folcher, Jérémy Sanhes, Chengcheng Mu, Claude Pasquier, Jean-François Boulicaut
Mining evolutions of complex spatial objects using a single-attributed Directed Acyclic Graph. Knowl. Inf. Syst. 62 (10) (2020)
Philippe Fournier-Viger, Chao Cheng, Zhi Cheng, Jerry Chun-Wei Lin, Nazha Selmaoui-Folcher
Finding Strongly Correlated Trends in Dynamic Attributed Graphs. DaWaK (2019)
Philippe Fournier-Viger, Chao Cheng, Zhi Cheng, Jerry Chun-Wei Lin, Nazha Selmaoui-Folcher
Mining significant trend sequences in dynamic attributed graphs. Knowl. Based Syst. 182 (2019)
Jannaï Tokotoko, Frédéric Flouvat, Claire Goiran, Laetitia Hédouin, Antoine Collin, Nazha Selmaoui-Folcher
Supervised Classification of Satellite Images with Spatially Inaccurate Training Field Data. ICDM Workshops (2018)
Jannaï Tokotoko, Frédéric Flouvat, Claire Goiran, Laetitia Hédouin, Antoine Collin, Nazha Selmaoui-Folcher
Prétraitement de données spatialement imprécises pour une classification supervisée basée sur les images satellitaires. EGC (2018)
Claude Pasquier, Frédéric Flouvat, Jérémy Sanhes, Nazha Selmaoui-Folcher
Attributed graph mining in the presence of automorphism. Knowl. Inf. Syst. 50 (2) (2017)
Zhi Cheng, Frédéric Flouvat, Nazha Selmaoui-Folcher
Extraction des évolutions récurrentes dans un unique graphe dynamique attribué. EGC (2017)
Zhi Cheng, Frédéric Flouvat, Nazha Selmaoui-Folcher
Mining Recurrent Patterns in a Dynamic Attributed Graph. PAKDD (2) (2017)
Hugo Alatrista-Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire
Spatio-sequential patterns mining: Beyond the boundaries. Intell. Data Anal. 20 (2) (2016)
Maxime Collin, Frédéric Flouvat, Nazha Selmaoui-Folcher
PaTSI: Pattern Mining of Time Series of Satellite Images in Knime. ICDM Workshops (2016)
Claude Pasquier, Jérémy Sanhes, Frédéric Flouvat, Nazha Selmaoui-Folcher
Frequent pattern mining in attributed trees: algorithms and applications. Knowl. Inf. Syst. 46 (3) (2016)
Frédéric Flouvat, Jean-François N'guyen Van Soc, Elise Desmier, Nazha Selmaoui-Folcher
Domain-driven co-location mining - Extraction, visualization and integration in a GIS. GeoInformatica 19 (1) (2015)
Nazha Selmaoui-Folcher, Frédéric Flouvat, Chengcheng Mu, Jérémy Sanhes, Jean-François Boulicaut
Extraction complète efficace de chemins pondérés dans un a-DAG. EGC (2015)
Hugo Alatrista-Salas, Jérôme Azé, Sandra Bringay, Flavie Cernesson, Nazha Selmaoui-Folcher, Maguelonne Teisseire
A knowledge discovery process for spatiotemporal data: Application to river water quality monitoring. Ecol. Informatics 26 (2) (2015)
Frédéric Flouvat, Jérémy Sanhes, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Improving pattern discovery relevancy by deriving constraints from expert models. ECAI (2014)
Claude Pasquier, Frédéric Flouvat, Jérémy Sanhes, Nazha Selmaoui-Folcher
Extraction de motifs dans des graphes orientés attribués en présence d'automorphisme. EGC (2014)
Pierre-Nicolas Mougel, Frédéric Flouvat, Nazha Selmaoui-Folcher
Approche par motifs pour l'analyse de données multi-résolution. EGC (2014)
Hugo Alatrista Salas, Frédéric Flouvat, Sandra Bringay, Nazha Selmaoui-Folcher, Maguelonne Teisseire
A spatial-based KDD process to better manage the river water quality. Rev. Int. Géomatique 23 (3-4) (2013)
Nazha Selmaoui-Folcher, Frédéric Flouvat, Hugo Alatrista Salas, Sandra Bringay
Motifs spatio-temporels. Enjeux et applications à l'environnement. Rev. d'Intelligence Artif. 27 (4-5) (2013)
Jérémy Sanhes, Frédéric Flouvat, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Weighted Path as a Condensed Pattern in a Single Attributed DAG. IJCAI (2013)
Loïc Cerf, Dominique Gay, Nazha Selmaoui-Folcher, Bruno Crémilleux, Jean-François Boulicaut
Parameter-free classification in multi-class imbalanced data sets. Data Knowl. Eng. 87 (2013)
Pierre-Nicolas Mougel, Nazha Selmaoui-Folcher
A data mining approach to discover collections of homogeneous regions in satellite image time series. IGARSS (2013)
Jérémy Sanhes, Frédéric Flouvat, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Extraction de motifs condensés dans un unique graphe orienté acyclique attribué. EGC (2013)
Claude Pasquier, Jérémy Sanhes, Frédéric Flouvat, Nazha Selmaoui-Folcher
Frequent Pattern Mining in Attributed Trees. PAKDD (1) (2013)
Claude Pasquier, Jérémy Sanhes, Frédéric Flouvat, Nazha Selmaoui-Folcher
Extraction de motifs fréquents dans des arbres attribués. EGC (2013)
Hugo Alatrista Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire
The Pattern Next Door: Towards Spatio-sequential Pattern Discovery. PAKDD (2) (2012)
Dominique Gay, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Application-independent feature construction based on almost-closedness properties. Knowl. Inf. Syst. 30 (1) (2012)
Hugo Alatrista Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire
Vers une approche efficace d'extraction de motifs spatio-séquentiels. EGC (2012)
Jérémy Sanhes, Frédéric Flouvat, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Extraction d'arbres spatio-temporels d'itemsets pour le suivi environnemental. EGC (2012)
Loïc Mabit, Nazha Selmaoui-Folcher, Frédéric Flouvat
Modélisation de la dynamique de phénomènes spatio-temporels par des séquences de motifs. EGC (2011)
Nazha Selmaoui-Folcher, Frédéric Flouvat, Dominique Gay, Isabelle Rouet
Spatial Pattern Mining for Soil Erosion Characterization. Int. J. Agric. Environ. Inf. Syst. 2 (2) (2011)
Nazha Selmaoui-Folcher, Frédéric Flouvat
How to Use "Classical" Tree Mining Algorithms to Find Complex Spatio-Temporal Patterns? DEXA (2) (2011)
Elise Desmier, Frédéric Flouvat, Dominique Gay, Nazha Selmaoui-Folcher
A clustering-based visualization of colocation patterns. IDEAS (2011)
Elise Desmier, Frédéric Flouvat, Benoît Stoll, Nazha Selmaoui-Folcher
Coconut fields classification using data mining on a large database of high-resolution Ikonos images. ICDIM (2011)
Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay
Vers une extraction et une visualisation des co-localisations adaptées aux experts. EGC (2010)
Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay, Isabelle Rouet, Chloé Grison
Constrained colocation mining: application to soil erosion characterization. SAC (2010)