Crest Lines Detection in Grey Level Images: Studies of Different Approaches and Proposition of a New One. - Nazha Selmaoui; Claire Leschi; Hubert Emptoz (CAIP, 1993)

Crest Lines Detection by Valleys Spreading. - Emmanuel Piegay; Nazha Selmaoui; Claire Leschi (CAIP, 1995)

Geometrical and Topological Characterization of Cork Cells by Digital Image Analysis. - Pedro Pina; Nazha Selmaoui; Manuel Amaral Fortes (ISMM, 1996)

Image Analysis for Core Geological Descriptions : Strata and Granulometry Detection. - Nazha Selmaoui; Bernard Repetti; Christine Laporte-Magoni; Michel Allenbach (ICPR (4), 2004)

Algorithm for Crest Detection Based on Graph Contraction. - Nazha Selmaoui (IbPRIA (2), 2005)

Feature Construction and delta-Free Sets in 0/1 Samples. - Nazha Selmaoui; Claire Leschi; Dominique Gay; Jean-François Boulicaut (Discovery Science, 2006)

Pattern-based decision tree construction. - Dominique Gay; Nazha Selmaoui; Jean-François Boulicaut (ICDIM, 2007)

Calculation of Bedding Angles Inclination from Drill Core Digital Images. - Thomas Quiniou; Nazha Selmaoui; Christine Laporte-Magoni; Michel Allenbach (MVA, 2007)

A Parameter-Free Associative Classification Method. - Loïc Cerf; Dominique Gay; Nazha Selmaoui; Jean-François Boulicaut (DaWaK, 2008)

Feature Construction Based on Closedness Properties Is Not That Simple. - Dominique Gay; Nazha Selmaoui; Jean-François Boulicaut (PAKDD, 2008)

Construction de descripteurs pour classer à partir d'exemples bruités. - Nazha Selmaoui; Dominique Gay; Jean-François Boulicaut (EGC, 2009)

Application-Independent Feature Construction from Noisy Samples. - Dominique Gay; Nazha Selmaoui; Jean-François Boulicaut (PAKDD, 2009)

Vers une extraction et une visualisation des co-localisations adaptées aux experts. - Frédéric Flouvat; Nazha Selmaoui-Folcher; Dominique Gay (EGC, 2010)

Constrained colocation mining: application to soil erosion characterization. - Frédéric Flouvat; Nazha Selmaoui-Folcher; Dominique Gay; Isabelle Rouet; Chloé Grison (SAC, 2010)

How to Use "Classical" Tree Mining Algorithms to Find Complex Spatio-Temporal Patterns? - Nazha Selmaoui-Folcher; Frédéric Flouvat (DEXA (2), 2011)

Modélisation de la dynamique de phénomènes spatio-temporels par des séquences de motifs. - Loïc Mabit; Nazha Selmaoui-Folcher; Frédéric Flouvat (EGC, 2011)

Coconut fields classification using data mining on a large database of high-resolution Ikonos images. - Elise Desmier; Frédéric Flouvat; Benoît Stoll; Nazha Selmaoui-Folcher (ICDIM, 2011)

A clustering-based visualization of colocation patterns. - Elise Desmier; Frédéric Flouvat; Dominique Gay; Nazha Selmaoui-Folcher (IDEAS, 2011)

Spatial Pattern Mining for Soil Erosion Characterization. - Nazha Selmaoui-Folcher; Frédéric Flouvat; Dominique Gay; Isabelle Rouet (Int. J. Agric. Environ. Inf. Syst., 2011)

Vers une approche efficace d'extraction de motifs spatio-séquentiels. - Hugo Alatrista Salas; Sandra Bringay; Frédéric Flouvat; Nazha Selmaoui-Folcher; Maguelonne Teisseire (EGC, 2012)

Extraction d'arbres spatio-temporels d'itemsets pour le suivi environnemental. - Jérémy Sanhes; Frédéric Flouvat; Nazha Selmaoui-Folcher; Jean-François Boulicaut (EGC, 2012)

The Pattern Next Door: Towards Spatio-sequential Pattern Discovery. - Hugo Alatrista Salas; Sandra Bringay; Frédéric Flouvat; Nazha Selmaoui-Folcher; Maguelonne Teisseire (PAKDD (2), 2012)

Application-independent feature construction based on almost-closedness properties. - Dominique Gay; Nazha Selmaoui-Folcher; Jean-François Boulicaut (Knowl. Inf. Syst., 2012)

Recherche de séquences spatio-temporelles peu contredites dans des données hydrologiques. - Hugo Alatrista Salas; Jérôme Azé; Sandra Bringay; Flavie Cernesson; Frédéric Flouvat; Nazha Selmaoui-Folcher; Maguelonne Teisseire (Mesurer et évaluer la Qualité des Données et des Connaissances, 2012)

Extraction de motifs fréquents dans des arbres attribués. - Claude Pasquier; Jérémy Sanhes; Frédéric Flouvat; Nazha Selmaoui-Folcher (EGC, 2013)

Extraction de motifs condensés dans un unique graphe orienté acyclique attribué. - Jérémy Sanhes; Frédéric Flouvat; Claude Pasquier; Nazha Selmaoui-Folcher; Jean-François Boulicaut (EGC, 2013)

A data mining approach to discover collections of homogeneous regions in satellite image time series. - Pierre-Nicolas Mougel; Nazha Selmaoui-Folcher (IGARSS, 2013)

Weighted Path as a Condensed Pattern in a Single Attributed DAG. - Jérémy Sanhes; Frédéric Flouvat; Claude Pasquier; Nazha Selmaoui-Folcher; Jean-François Boulicaut (IJCAI, 2013)

Frequent Pattern Mining in Attributed Trees. - Claude Pasquier; Jérémy Sanhes; Frédéric Flouvat; Nazha Selmaoui-Folcher (PAKDD (1), 2013)

Parameter-free classification in multi-class imbalanced data sets. - Loïc Cerf; Dominique Gay; Nazha Selmaoui-Folcher; Bruno Crémilleux; Jean-François Boulicaut (Data Knowl. Eng., 2013)

Motifs spatio-temporels. Enjeux et applications à l'environnement. - Nazha Selmaoui-Folcher; Frédéric Flouvat; Hugo Alatrista Salas; Sandra Bringay (Rev. d'Intelligence Artif., 2013)

A spatial-based KDD process to better manage the river water quality. - Hugo Alatrista Salas; Frédéric Flouvat; Sandra Bringay; Nazha Selmaoui-Folcher; Maguelonne Teisseire (Rev. Int. Géomatique, 2013)

Improving pattern discovery relevancy by deriving constraints from expert models. - Frédéric Flouvat; Jérémy Sanhes; Claude Pasquier; Nazha Selmaoui-Folcher; Jean-François Boulicaut (ECAI, 2014)

Approche par motifs pour l'analyse de données multi-résolution. - Pierre-Nicolas Mougel; Frédéric Flouvat; Nazha Selmaoui-Folcher (EGC, 2014)

Extraction de motifs dans des graphes orientés attribués en présence d'automorphisme. - Claude Pasquier; Frédéric Flouvat; Jérémy Sanhes; Nazha Selmaoui-Folcher (EGC, 2014)

Extraction complète efficace de chemins pondérés dans un a-DAG. - Nazha Selmaoui-Folcher; Frédéric Flouvat; Chengcheng Mu; Jérémy Sanhes; Jean-François Boulicaut (EGC, 2015)

A knowledge discovery process for spatiotemporal data: Application to river water quality monitoring. - Hugo Alatrista-Salas; Jérôme Azé; Sandra Bringay; Flavie Cernesson; Nazha Selmaoui-Folcher; Maguelonne Teisseire (Ecol. Informatics, 2015)

Domain-driven co-location mining - Extraction, visualization and integration in a GIS. - Frédéric Flouvat; Jean-François N'guyen Van Soc; Elise Desmier; Nazha Selmaoui-Folcher (GeoInformatica, 2015)

PaTSI: Pattern Mining of Time Series of Satellite Images in Knime. - Maxime Collin; Frédéric Flouvat; Nazha Selmaoui-Folcher (ICDM Workshops, 2016)

Spatio-sequential patterns mining: Beyond the boundaries. - Hugo Alatrista-Salas; Sandra Bringay; Frédéric Flouvat; Nazha Selmaoui-Folcher; Maguelonne Teisseire (Intell. Data Anal., 2016)

Frequent pattern mining in attributed trees: algorithms and applications. - Claude Pasquier; Jérémy Sanhes; Frédéric Flouvat; Nazha Selmaoui-Folcher (Knowl. Inf. Syst., 2016)

Extraction des évolutions récurrentes dans un unique graphe dynamique attribué. - Zhi Cheng; Frédéric Flouvat; Nazha Selmaoui-Folcher (EGC, 2017)

Mining Recurrent Patterns in a Dynamic Attributed Graph. - Zhi Cheng; Frédéric Flouvat; Nazha Selmaoui-Folcher (PAKDD (2), 2017)

Attributed graph mining in the presence of automorphism. - Claude Pasquier; Frédéric Flouvat; Jérémy Sanhes; Nazha Selmaoui-Folcher (Knowl. Inf. Syst., 2017)

Prétraitement de données spatialement imprécises pour une classification supervisée basée sur les images satellitaires. - Jannaï Tokotoko; Frédéric Flouvat; Claire Goiran; Laetitia Hédouin; Antoine Collin; Nazha Selmaoui-Folcher (EGC, 2018)

Supervised Classification of Satellite Images with Spatially Inaccurate Training Field Data. - Jannaï Tokotoko; Frédéric Flouvat; Claire Goiran; Laetitia Hédouin; Antoine Collin; Nazha Selmaoui-Folcher (ICDM Workshops, 2018)

Finding Strongly Correlated Trends in Dynamic Attributed Graphs. - Philippe Fournier-Viger; Chao Cheng; Zhi Cheng; Jerry Chun-Wei Lin; Nazha Selmaoui-Folcher (DaWaK, 2019)

Mining significant trend sequences in dynamic attributed graphs. - Philippe Fournier-Viger; Chao Cheng; Zhi Cheng; Jerry Chun-Wei Lin; Nazha Selmaoui-Folcher (Knowl. Based Syst., 2019)

Mining evolutions of complex spatial objects using a single-attributed Directed Acyclic Graph. - Frédéric Flouvat; Nazha Selmaoui-Folcher; Jérémy Sanhes; Chengcheng Mu; Claude Pasquier; Jean-François Boulicaut (Knowl. Inf. Syst., 2020)

Real-Time Automatic Plankton Detection, Tracking and Classification on Raw Hologram. - Romane Scherrer; Rodrigue Govan; Thomas Quiniou; Thierry Jauffrais; Hugues Lemonnier; Sophie Bonnet; Nazha Selmaoui-Folcher (CIBB, 2021)

TSX-Means: An Optimal K Search Approach for Time Series Clustering. - Jannaï Tokotoko; Nazha Selmaoui-Folcher; Rodrigue Govan; Hugues Lemonnier (DEXA (2), 2021)

Détection de Bateaux de Plaisance dans une Marina par Deep Learning. - Romane Scherrer; Erwan Aulnette; Thomas Quiniou; Joël Kasarhérou; Pierre Kolb; Nazha Selmaoui-Folcher (EGC, 2021)

Concept de prétopologie temporelle pour l'analyse des évolutions structurelles. - Nazha Selmaoui-Folcher; Jannaï Tokotoko; Samuel Gorohouna; Laisa Roi (EGC, 2021)

Multiscale and Multivariate Time Series Clustering: A New Approach. - Jannaï Tokotoko; Rodrigue Govan; Hugues Lemonnier; Nazha Selmaoui-Folcher (ISMIS, 2022)

Boat Detection in Marina Using Time-Delay Analysis and Deep Learning. - Romane Scherrer; Erwan Aulnette; Thomas Quiniou; Joël Kasarhérou; Pierre Kolb; Nazha Selmaoui-Folcher (Int. J. Data Warehous. Min., 2022)

Concept of Temporal Pretopology for the Analysis for Structural Changes: Application to Econometrics. - Nazha Selmaoui-Folcher; Jannaï Tokotoko; Samuel Gorohouna; Laisa Roi; Claire Leschi; Catherine Ris (Int. J. Data Warehous. Min., 2022)

Extraction de co-localisations sous contrainte de la structure spatiale. - Rodrigue Govan; Nazha Selmaoui-Folcher; Aristotelis Giannakos; Philippe Fournier-Viger (CNIA, 2023)

Co-location Pattern Mining Under the Spatial Structure Constraint. - Rodrigue Govan; Nazha Selmaoui-Folcher; Aristotelis Giannakos; Philippe Fournier-Viger (DEXA (1), 2023)

Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed Graphs. - Zhi Cheng; Landy Andriamampianina; Franck Ravat; Jiefu Song; Nathalie Vallès-Parlangeau; Philippe Fournier-Viger; Nazha Selmaoui-Folcher (PAKDD (2), 2023)

SpaPool: Soft Partition Assignment Pooling for Graph Neural Networks. - Rodrigue Govan; Romane Scherrer; Philippe Fournier-Viger; Nazha Selmaoui-Folcher (DaWaK, 2025)

Cartographie du risque épidémiologique : le défi des données fortement déséquilibrées. - Rodrigue Govan; Romane Scherrer; Cyrille Goarant; Arnaud Cannet; Philippe Fournier-Viger; Nazha Selmaoui-Folcher (EGC, 2025)

Compression optimisée des CNNs par élagage sous contrainte spatiale. - Romane Scherrer; Thomas Quiniou; Nazha Selmaoui-Folcher (EGC, 2025)

GRIMP: A Genetic Algorithm for Compression-Based Descriptive Pattern Mining. - Muhammad Zohaib Nawaz; M. Saqib Nawaz; Philippe Fournier-Viger; Nazha Selmaoui-Folcher (Expert Syst. J. Knowl. Eng., 2025)