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Nazha Selmaoui-Folcher

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Holographic reconstruction enhancement via unpaired image-to-image translation

Romane Scherrer , Thomas Quiniou , Thierry Jauffrais , Hugues Lemonnier , Sophie Bonnet
Applied optics, 2022, 61 (33), pp.9807. ⟨10.1364/AO.471131⟩
Journal articles hal-03850594v1
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Potential contamination of stream waters by ultramafic mining sediments: Identification of geochemical makers (New Caledonia)

Aurélie Boula , Christine Laporte-Magoni , Peggy Gunkel-Grillon , Olivier Bour , Nazha Selmaoui-Folcher
Journal of Geochemical Exploration, 2022, 232, pp.106879. ⟨10.1016/j.gexplo.2021.106879⟩
Journal articles insu-03330547v1

Boat Detection in Marina using Time-Delay Analysis and Deep Learning

Romane Scherrer , Erwan Aulnette , Thomas Quiniou , Kasarhérou Joël , Kolb Pierre
International Journal of Data Warehousing and Mining (IJDWM), inPress
Journal articles hal-03565470v1

Concept of temporal pretopology for the analysis for structural changes. Application to econometrics

Nazha Selmaoui-Folcher , Jannaï Tokotoko , Samuel Gorohouna , Laisa Roi , Claire Leschi
International Journal of Data Warehousing and Mining (IJDWM), In press, ⟨10.4018/IJDWM.298004⟩
Journal articles hal-03565465v1
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Détection de Bateaux de Plaisance dans une Marina par Deep Learning

Romane Scherrer , Erwan Aulnette , Thomas Quiniou , Kasarhérou Joël , Kolb Pierre
Revue des Nouvelles Technologies de l'Information, 2021, vol.RNTI-E-37, pp.47-58
Journal articles hal-03585150v1

A regionally scalable habitat typology for assessing benthic habitats and fish communities: Application to New Caledonia reefs and lagoons

Dominique Pelletier , Nazha Selmaoui-Folcher , Thomas Bockel , Thomas Schohn
Ecology and Evolution, 2020, ⟨10.1002/ece3.6405⟩
Journal articles hal-02881696v1
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Mining evolutions of complex spatial objects using a single-attributed Directed Acyclic Graph

Frédéric Flouvat , Nazha Selmaoui-Folcher , Jérémy Sanhes , Chengcheng Mu , Claude Pasquier
Knowledge and Information Systems (KAIS), 2020, 62 (10), pp.3931-3971. ⟨10.1007/s10115-020-01478-9⟩
Journal articles hal-02909702v1

Mining significant trend sequences in dynamic attributed graphs

Philippe Fournier-Viger , Chao Cheng , Zhi Cheng , Jerry Chun-Wei Lin , Nazha Selmaoui-Folcher
Knowledge-Based Systems, 2019, 182, pp.104797. ⟨10.1016/j.knosys.2019.06.005⟩
Journal articles hal-02881697v1

Surveying shrimp aquaculture pond activity using multitemporal VHSR satellite images - case study from the Perancak estuary, Bali, Indonesia

Niken Gusmawati , Benoêt Soulard , Nazha Selmaoui-Folcher , Christophe Proisy , Akhmad Mustafa
Marine Pollution Bulletin, 2018, 131 (part B), pp.49-60. ⟨10.1016/j.marpolbul.2017.03.059⟩
Journal articles hal-01558070v1
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Attributed graph mining in the presence of automorphism

Claude Pasquier , Frédéric Flouvat , Jérémy Sanhes , Nazha Selmaoui-Folcher
Knowledge and Information Systems (KAIS), 2017, 50 (2), pp.569-584. ⟨10.1007/s10115-016-0953-9⟩
Journal articles hal-01311684v1
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Spatio-sequential patterns mining: Beyond the boundaries

Hugo Alatrista-Salas , Sandra Bringay , Frédéric Flouvat , Nazha Selmaoui-Folcher , Maguelonne Teisseire
Intelligent Data Analysis, 2016, 20 (2), pp.293-316. ⟨10.3233/ida-160806⟩
Journal articles lirmm-01348460v1
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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
Ecological Informatics, 2015, 26 (2), pp.127-139. ⟨10.1016/j.ecoinf.2014.05.011⟩
Journal articles hal-01130144v1
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Frequent Pattern Mining in Attributed Trees: algorithms and applications

Claude Pasquier , Jérémy Sanhes , Frédéric Flouvat , Nazha Selmaoui-Folcher
Knowledge and Information Systems (KAIS), 2015, 46 (3), pp.491-514. ⟨10.1007/s10115-015-0831-x⟩
Journal articles hal-01154854v1

A spatial-based KDD process to better manage the river water quality

Hugo Alatrista Salas , Frédéric Flouvat , Sandra Bringay , Nazha Selmaoui-Folcher , Maguelonne Teisseire
Revue Internationale de Géomatique, 2013, 23 (3-4), pp.469-494. ⟨10.3166/rig.23.469-494⟩
Journal articles lirmm-01090665v1
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Parameter-free classification in multi-class imbalanced data sets

Loic Cerf , Dominique Gay , Nazha Selmaoui-Folcher , Bruno Crémilleux , Jean-François Boulicaut
Data and Knowledge Engineering, 2013, 87 (9), pp.109-129. ⟨10.1016/j.datak.2013.06.001⟩
Journal articles hal-01024631v1
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Motifs spatio-temporels. Enjeux et applications à l'environnement

Nazha Selmaoui-Folcher , Frédéric Flouvat , Hugo Alatrista Salas , Sandra Bringay
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2013, 27 (4-5), pp.619-648. ⟨10.3166/RIA.27.619-648⟩
Journal articles lirmm-01090667v1
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Recherche de séquences spatio-temporelles peu contredites dans des données hydrologiques

Hugo Alatrista Salas , Jérôme Azé , Sandra Bringay , Flavie Cernesson , Frédéric Flouvat
Revue des Nouvelles Technologies de l'Information, 2012, MQDC 2012, RNTI-E-22, pp.165-188
Journal articles lirmm-01090662v1

Spatial Pattern Mining for Soil Erosion Characterization

Nazha Selmaoui-Folcher , Frédéric Flouvat , Dominique Gay , Isabelle Rouet
International Journal of Agricultural and Environmental Information Systems (IJAEIS), 2011, 2 (2), pp.73--92
Journal articles hal-01464492v1

Application-Independent Feature Construction Based onAlmost-Closedness Properties

Dominique Gay , Nazha Selmaoui-Folcher , Jean-François Boulicaut
Knowledge and Information Systems (KAIS), 2011, 30, pp.87-111
Journal articles hal-01354374v1

Visualisation de motifs spatiaux dans un SIG

Nazha Selmaoui-Folcher , Frédéric Flouvat , Dominique Gay
Revue des Nouvelles Technologies de l'Information, 2010, Apprentissage et Visualisation, RNTI-A-4, pp.30--52
Journal articles hal-01464497v1
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Extraction de co-localisations sous contrainte de la structure spatiale

Rodrigue Govan , Nazha Selmaoui-Folcher , Aristotelis Giannakos , Philippe Fournier-Viger
CNIA 2023 - Conférence Nationale en Intelligence Artificielle, PFIA, Jul 2023, Strasbourg, France
Conference papers hal-04164263v1
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Concept de prétopologie temporelle pour l'analyse des évolutions structurelles

Nazha Selmaoui-Folcher , Jannai Tokotoko , Samuel Gorohouna , Laisa Roi
21èmes Journées Francophones Extraction et Gestion des Connaissances, EGC 2021. RNTI-37, pp.119-131, Jan 2021, Montpellier, France
Conference papers hal-03142388v1
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Automatic Plankton Detection and Classification on Raw Hologram with a Single Deep Learning Architecture

Romane Scherrer , Rodrigue Govan , Thomas Quiniou , Thierry Jauffrais , Hugues Lemonnier
CIBB 2021 Computational Intelligence Methods for Bioinformatics and Biostatistics, Nov 2021, Online, Italy
Conference papers hal-03565469v1

Prétraitement de données spatialement imprécises pour une classification supervisée basée sur les images satellitaires

Jannaï Tokotoko , Frédéric Flouvat , Claire Goiran , Laetitia Hedouin , Antoine Collin
Extraction et Gestion des Connaissances, Jan 2018, Paris, France
Conference papers hal-01812586v1

Feature Construction and δ-Free Sets in 0/1 Samples

Nazha Selmaoui-Folcher , Claire Leschi , Dominique Gay , Jean-François Boulicaut
Discovery Science, 9th International Conference, DS 2006, Oct 2016, Barcelona, Spain. pp.363-367
Conference papers hal-01464502v1
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Les modèles des experts au service de l'extraction de motifs pertinents

Frédéric Flouvat , Jérémy Sanhes , Claude Pasquier , Nazha Selmaoui-Folcher , Jean-François Boulicaut
Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, ROUEN, France
Conference papers hal-00989223v1
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Extraction de motifs dans des graphes orientés attribués en présence d’automorphisme

Claude Pasquier , Frédéric Flouvat , Jérémy Sanhes , Nazha Selmaoui-Folcher
14e Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC'14), Jan 2014, Rennes, France
Conference papers hal-01151511v1
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Improving pattern discovery relevancy by deriving constraints from expert models

Frédéric Flouvat , Jérémy Sanhes , Claude Pasquier , Nazha Selmaoui-Folcher , Jean-François Boulicaut
European Conference on Artificial Intelligence (ECAI'2014), Aug 2014, Prague, Czech Republic. pp.327 - 332, ⟨10.3233/978-1-61499-419-0-327⟩
Conference papers hal-01151514v1
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Frequent Pattern Mining in Attributed trees

Claude Pasquier , Jérémy Sanhes , Frédéric Flouvat , Nazha Selmaoui-Folcher
17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'13), Apr 2013, Gold Coast, Australia. pp.26-37, ⟨10.1007/978-3-642-37453-1_3⟩
Conference papers hal-01151513v1
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Extraction de motifs condensés dans un unique graphe orienté acyclique attribué

Jérémy Sanhes , Frédéric Flouvat , Claude Pasquier , Nazha Selmaoui-Folcher , Jean-François Boulicaut
13e Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC'13), Jan 2013, Toulouse, France
Conference papers hal-01151510v1
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Weighted Path as a Condensed Pattern in a Single Attributed DAG

Jérémy Sanhes , Frédéric Flouvat , Nazha Selmaoui-Folcher , Claude Pasquier , Jean-François Boulicaut
23rd International Joint Conference on Artificial Intelligence (IJCAI'13), Aug 2013, Beijing, China. pp.1642-8
Conference papers hal-01151561v1

Extraction de motifs condensés dans un seul graphe orienté acyclique attribué

Jérémy Sanhes , Frédéric Flouvat , Claude Pasquier , Nazha Selmaoui-Folcher , Jean-François Boulicaut
Actes Extraction et Gestion de Connaissances EGC'13, Jan 2013, Toulouse, France. pp.205-216
Conference papers hal-01339162v1
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Extraction de motifs fréquents dans des arbres attribués

Claude Pasquier , Jérémy Sanhes , Frédéric Flouvat , Nazha Selmaoui-Folcher
13e Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC'13), Jan 2013, Toulouse, France. pp.193-204
Conference papers hal-01151512v1
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S2PViewer : un prototype de visualisation de motifs spatio-temporels

Hugo Alatrista Salas , Sandra Bringay , Frédéric Flouvat , Nazha Selmaoui-Folcher , Maguelonne Teisseire
Conférence Internationale de Géomatique et d’analyse spatiale (SAGEO), Sep 2013, Brest, France
Conference papers hal-02599582v1
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A Spatial-based KDD Process to Better Understand the Spatiotemporal Phenomena

Hugo Alatrista Salas , Sandra Bringay , Frédéric Flouvat , Nazha Selmaoui-Folcher , Maguelonne Teisseire
CAiSE: Conference on Advanced Information Systems Engineering, Jun 2013, Valencia, Spain
Conference papers lirmm-01090664v1
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The Pattern Next Door: Towards Spatio-sequential Pattern Discovery

Hugo Alatrista Salas , Sandra Bringay , Frédéric Flouvat , Nazha Selmaoui-Folcher , Maguelonne Teisseire
PAKDD 2012 - 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, May 2012, Kuala Lumpur, Malaysia. pp.157-168, ⟨10.1007/978-3-642-30220-6_14⟩
Conference papers lirmm-00802125v1
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Vers une approche efficace d'extraction de motifs spatio-séquentiels

Hugo Alatrista Salas , Sandra Bringay , Frédéric Flouvat , Nazha Selmaoui-Folcher , Maguelonne Teisseire
EGC: Extraction et Gestion des Connaissances, Jan 2012, Bordeaux, France. pp.161-172
Conference papers lirmm-00802118v1

Extraction d'arbres spatio-temporels d'itemsets pour le suivi environnemental.

Jérémy Sanhes , Frédéric Flouvat , Nazha Selmaoui-Folcher , Jean-François Boulicaut
Actes Extraction et Gestion de Connaissances EGC'12, Jan 2012, Bordeaux, France. pp.581-582
Conference papers hal-01353067v1
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Finding Relevant Sequences With The Least Temporal Contradiction Measure: Application to Hydrological Data

Hugo Alatrista Salas , Jérôme Azé , Sandra Bringay , Frédéric Flouvat , Nazha Selmaoui-Folcher
AGILE: International Conference on Geographic Information Science, Apr 2012, Avignon, France. pp.197-202
Conference papers hal-01585614v1

A clustering-based visualization of colocation patterns

Elise Desmier , Frédéric Flouvat , Dominique Gay , Nazha Selmaoui-Folcher
15th International Database Engineering and Applications Symposium (IDEAS 2011), Sep 2011, Lisbonne, Portugal. pp.70--78
Conference papers hal-01464494v1

Vers une extraction et une visualisation des co-localisations adaptées aux experts

Frédéric Flouvat , Nazha Selmaoui-Folcher , Dominique Gay
Extraction et gestion des connaissances (EGC'2010), Jan 2010, Hammamet, Tunisie. pp.441--452
Conference papers hal-01464496v1

Un nouveau cadre de travail pour la classification associative dans les données aux classes disproportionnées

Dominique Gay , Loïc Cerf , Nazha Selmaoui-Folcher , Jean-François Boulicaut
Actes des 17ème Rencontres de la Société Francophone de Classification SFC'10, Jun 2010, Saint Denis de la Réunion, France. pp.47-50
Conference papers hal-01381485v1

Constrained colocation mining: application to soil erosion characterization

Frédéric Flouvat , Nazha Selmaoui-Folcher , Dominique Gay , Isabelle Rouet , Chloé Grison
2010 ACM Symposium on Applied Computing (SAC), Mar 2010, Sierre, Switzerland. pp.1054--1059
Conference papers hal-01464495v1

Application-independent feature construction from noisy samples

Dominique Gay , Nazha Selmaoui-Folcher , Jean-François Boulicaut
Proc. 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining PaKDD'09, Apr 2009, Bangkok, Thailand. pp.965-972, ⟨10.1007/978-3-642-01307-2_102⟩
Conference papers hal-01437621v1

Construction de descripteurs pour classer à partir d'exemples bruités

Nazha Selmaoui-Folcher , Dominique Gay , Jean-François Boulicaut
Actes des 9ème journées Extraction et Gestion de Connaissances EGC'09, RNTI-E-15, Jan 2009, Strasbourg, France. pp.91-102
Conference papers hal-01437615v1

Feature construction based on closedness properties is not that simple

Dominique Gay , Nazha Selmaoui-Folcher , Jean-François Boulicaut
Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, PAKDD 2008, May 2008, Osaka, Japan. pp.112--123
Conference papers hal-01464499v1

A Parameter-Free Associative Classification Method

Loïc Cerf , Dominique Gay , Nazha Selmaoui-Folcher , Jean-François Boulicaut
Data Warehousing and Knowledge Discovery, 10th International Conference, DaWaK 2008, Sep 2008, Turin, Italy. pp.293--304
Conference papers hal-01464500v1

Pattern-based Decision Tree Construction

Dominique Gay , Nazha Selmaoui-Folcher , Jean-François Boulicaut
2nd International Conference on Digital Information Management ICDIM'07, Oct 2007, Lyon, France. pp.291--296
Conference papers hal-01464501v1

Co-location Pattern Mining Under the Spatial Structure Constraint

Rodrigue Govan , Nazha Selmaoui-Folcher , Aristotelis Giannakos , Philippe Fournier-Viger
Database and Expert Systems Applications, 14146, Springer Nature Switzerland, pp.186-193, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-39847-6_13⟩
Book sections hal-04278369v1

Multiscale and Multivariate Time Series Clustering: A New Approach

Jannaï Tokotoko , Rodrigue Govan , Hugues Lemonnier , Nazha Selmaoui-Folcher
Foundations of Intelligent Systems, 13515, Springer International Publishing, pp.283-293, 2022, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-16564-1_27⟩
Book sections hal-03790993v1

TSX-Means: An Optimal K Search Approach for Time Series Clustering

Jannai Tokotoko , Nazha Selmaoui-Folcher , Rodrigue Govan , Lemonnier Hugues
Database and Expert Systems Applications, 12924, Springer International Publishing, pp.232-238, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-86475-0_23⟩
Book sections hal-03565473v1

Finding Strongly Correlated Trends in Dynamic Attributed Graphs

Philippe Fournier-Viger , Chao Cheng , Zhi Cheng , Jerry Chun-Wei Lin , Nazha Selmaoui-Folcher
Big Data Analytics and Knowledge Discovery. International Conference on Big Data Analytics and Knowledge Discovery, pp.250-265, 2019, ⟨10.1007/978-3-030-27520-4_18⟩
Book sections hal-02528891v1
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Amiante et bonnes pratiques. Rapport scientifique final

Christine Laporte-Magoni , Mario Tribaudino , Michaël Meyer , Bice Fubini , Maura Tomatis
[Rapport de recherche] Programme ABP. Tome Nickel et Santé, CNRT Nickel et son environnement. 2018, 234 p
Reports ird-02157481v2
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Fonctionnement des petits bassins versants miniers. Volume II : rapports thématiques (annexes)

Michel Allenbach , Rémi Andréoli , Virgil Cavarero , Nicolas Caze , Dominique Cluzel
[Rapport de recherche] Programme FPBVM. Tome Nickel et Environnement, CNRT Nickel et son environnement. 2016, 557 p
Reports ird-02153082v1
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Fonctionnement des petits bassins versants miniers. Volume I : rapport de synthèse

Michel Allenbach , Rémi Andréoli , Virgil Cavarero , Nicolas Caze , Dominique Cluzel
[Rapport de recherche] Programme FPBVM. Tome Nickel et Environnement, CNRT Nickel et son environnement. 2016, 57 p
Reports ird-01937180v1
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Etude sur la cartographie du régolithe par télédétection hyperspectrale aéroportée en Nouvelle-Calédonie

Marc Despinoy , Florian de Boissieu , Morgan Mangeas , T. Cudahy , C. Ong
[Rapport de recherche] Programme Cartha. Tome Nickel et Environnement, CNRT Nickel et son environnement. 2012, 118 p
Reports ird-02160821v1