Recherche - Université de la Nouvelle-Calédonie

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A Review of Ocean Color Algorithms to Detect Trichodesmium Oceanic Blooms and Quantify Chlorophyll Concentration in Shallow Coral Lagoons of South Pacific Archipelagos

Cécile Dupouy , Andra Whiteside , Jing Tan , Guillaume Wattelez , Hiroshi Murakami , et al.
Remote Sensing, 2023, 15 (21), pp.5194. ⟨10.3390/rs15215194⟩
Article dans une revue hal-04458757v1

Downprint and upprint of landforms from DEM: the case of the volcanic Acores islands

Christian Depraetere , Serge Riazanoff
10th International Conference on Geomorphology, Sep 2022, Coimbra, Portugal. ⟨10.5194/icg2022-631⟩
Communication dans un congrès hal-04489309v1
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Interleaved Ladders: One more Step on Generalizing the Montgomery Ladder

Yoann Marquer , Tania Richmond , Pascal Véron
2024
Pré-publication, Document de travail hal-03157804v2
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Species delimitation algorithms applied to a large CO1 barcode dataset of lanternfish Diaphus spp

Laurent Millet , Damien Lagrange , Philippe Borsa
[Research Report] Institut de recherche pour le déveoppement. 2022
Rapport ird-03634906v1
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Artificial Neural Network Control Applied to a Photovoltaic-Battery Microgrid System

Chabakata Mahamat , Jessica Bechet , Laurent Linguet
AI, COMPUTER SCIENCE AND ROBOTICS TECHNOLOGY, 2024, ARTIFICIAL INTELLIGENCE SECTION, 3 (1), pp.1-20. ⟨10.5772/acrt.34⟩
Article dans une revue hal-04579127v1

How to Use Classical Tree Mining Algorithms to Find Complex Spatio-Temporal Patterns?

N. Selmaoui-Folcher , F. Flouvat
22nd International Conference on Database and Expert Systems Applications. DEXA'11, Aug 2011, Toulouse, France
Communication dans un congrès hal-03386967v1

Pyreal: A Framework for Interpretable ML Explanations

Alexandra Zytek , Wei-En Wang , Dongyu Liu , Laure Berti-Equille , Kalyan Veeramachaneni
2024
Pré-publication, Document de travail ird-04382081v1

A near-real-time tropical deforestation monitoring algorithm based on the CuSum change detection method

Bertrand Ygorra , Frédéric Frappart , Wigneron J.-P. , Thibault Catry , Benjamin Pillot , et al.
Frontiers in Remote Sensing, 2024, 5, pp.1416550. ⟨10.3389/frsen.2024.1416550⟩
Article dans une revue hal-04776706v1
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Real-time Classification of Aircrafts Manoeuvers

Sami Jouaber , Silvère Bonnabel , Santiago Velasco-Forero , Marion Pilté , Jesús Angulo
Journal of Signal Processing Systems, 2022, ⟨10.1007/s11265-022-01823-x⟩
Article dans une revue hal-03877588v1
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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⟩
Article dans une revue hal-01154854v1
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BFASTm-L2, an unsupervised LULCC detection based on seasonal change detection - an application to large-scale land acquisitions in Senegal

Y.N. Scarpetta , V. Lebourgeois , Anne-Elisabeth Laques , M. Dieye , J. Bourgoin , et al.
International Journal of Applied Earth Observation and Geoinformation, 2023, 121, 103379 [17 p.]. ⟨10.1016/j.jag.2023.103379⟩
Article dans une revue hal-04164102v1
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MAPCAST: an Adaptive Control Approach using Predictive Analytics for Energy Balance in Micro-Grid Systems

Abdellatif Elmouatamid , Radouane Ouladsine , Mohamed Bakhouya , Najib El Kamoun , Khalid Zine-Dine , et al.
International Journal of Renewable Energy Research, 2020, v10i2, ⟨10.20508/ijrer.v10i2.11000.g7961⟩
Article dans une revue hal-04590810v1

Prominent discords in climate data through matrix profile techniques: detecting emerging long term pattern changes and anomalous events

Hussein El Khansa , Carmen Gervet , Audrey Brouillet
EGU general assembly, May 2022, Vienna, Austria. ⟨10.5194/egusphere-egu22-9250⟩
Communication dans un congrès hal-03675963v1
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Shallow Water Bathymetry Retrieval Using a Band-Optimization Iterative Approach: Application to New Caledonia Coral Reef Lagoons Using Sentinel-2 Data

Selim Amrari , Emmanuel Bourassin , Serge Andréfouët , Benoit Soulard , Hugues Lemonnier , et al.
Remote Sensing, 2021, 13 (20), 4108 (20p.). ⟨10.3390/rs13204108⟩
Article dans une revue hal-04203634v1

A spatial-based KDD process to better understand the spatiotemporal phenomena

H. Alatrista Salas
Jun 2013, Valencia, Spain. pp.12
Communication dans un congrès hal-02599581v1
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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⟩
Article dans une revue lirmm-01348460v1

The iZi Project: Easy Prototyping of Interesting Pattern Mining Algorithms

Frédéric Flouvat , Fabien de Marchi , Jean-Marc Petit
PAKDD 09 workshops, Revised Selected Papers, Apr 2009, Bangkok, Thailand. pp.1-15, ⟨10.1007/978-3-642-14640-4_1⟩
Communication dans un congrès hal-01381435v1
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Mining recurrent patterns in a dynamic attributed Graph. : Application on aquaculture pond monitoring by satellite images.

Zhi Cheng
Image Processing [eess.IV]. Université de la Nouvelle-Calédonie, 2018. English. ⟨NNT : 2018NCAL004⟩
Thèse tel-03228270v1

Spatial variability of temperature inside atoll lagoons assessed with Landsat-8 satellite imagery

Simon van Wynsberge , Robin Quéré , Serge Andréfouët , Emmanuelle Autret , Romain Le Gendre
Remote Sensing Applications: Society and Environment, 2024, 36, pp.101340. ⟨10.1016/j.rsase.2024.101340⟩
Article dans une revue hal-04689732v1
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Analyse post-Pareto en optimisation vectorielle stochastique et déterministe : étude théorique et algorithmes.

Julien Collonge
Analyse numérique [math.NA]. Université de Nouvelle Calédonie, 2014. Français. ⟨NNT : 2014NCAL0061⟩
Thèse tel-01337505v1
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Big data et science des données pour le suivi des ressources naturelles

Jannaï Tokotoko
Informatique [cs]. Université de la Nouvelle-Calédonie, 2022. Français. ⟨NNT : 2022NCAL0005⟩
Thèse tel-04608952v1
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Associating Uncertainty to Extended Poses for on Lie Group IMU Preintegration with Rotating Earth

Martin Brossard , Axel Barrau , Paul Chauchat , Silvère Bonnabel
2020
Pré-publication, Document de travail hal-02906941v2

Evidence of fine-scale genetic structure for reef manta rays Mobula alfredi in New Caledonia

H Lassauce , Cl Dudgeon , Aj Armstrong , Laurent Wantiez , El Carroll
Endangered Species Research, 2022, 47, pp.249-264. ⟨10.3354/esr01178⟩
Article dans une revue hal-03760193v1
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On the ranking of variable length discords through a hybrid outlier detection approach

Hussein El Khansa , Carmen Gervet , Audrey Brouillet
2022
Proceedings/Recueil des communications hal-03838246v1
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Factor Graph-Based Smoothing Without Matrix Inversion for Highly Precise Localization

Paul Chauchat , Axel Barrau , Silvere Bonnabel
IEEE Transactions on Control Systems Technology, 2021, 29 (3), pp.1219 - 1232. ⟨10.1109/TCST.2020.3001387⟩
Article dans une revue hal-02943953v1
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The continuous-discrete variational Kalman filter (CD-VKF)

Marc Lambert , Silvère Bonnabel , Francis Bach
61st IEEE Conference on Decision and Control, Dec 2022, Cancun, Mexico
Communication dans un congrès hal-03665666v2
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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
Communication dans un congrès lirmm-01090664v1
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Satellite-based detection of potential land grabs

Yasmine Ngadi Scarpetta , Valentine Lebourgeois , Mohamadou Dieye , Jérémy Bourgoin , Agnès Bégué , et al.
Living Planet Symposium, May 2022, Bonn, Germany, Germany.
Poster de conférence hal-04445866v1
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Photovoltaic Power Forecasting Using Neural Networks for Short and Medium-Term Dependencies

Raaid Kabir , Abdellatif Elmouatamid , Hamza Elkhoukhi , Philip Pong
2024 IEEE Texas Power and Energy Conference (TPEC), Feb 2024, College Station, France. pp.1-6, ⟨10.1109/TPEC60005.2024.10472207⟩
Communication dans un congrès hal-04610187v1

Needs, challenges, and opportunities: a review by experts.

Stéphanie Brazeau , Cécile Vignolles , Ramesha S Krishnamurthy , Juli Trtanj , John Haynes , et al.
Earth observation, public health and one health: activities, challenges and opportunities, CABI, pp.93-103, 2022, ⟨10.1079/9781800621183.0003⟩
Chapitre d'ouvrage hal-04399015v1