Samia Boukir - Publications, H-index & Citations

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Samia Boukir

universite de bordeaux

17H-index

59Paper Count

1.6KCitation Count

Published Papers 12

Publication Date

Uncertainty-driven ensemble classification exploiting unlabeled data

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-11-01

OAAI

Boukir, Samia

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Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Feng, Wei; Gao, Xinting; Boukir, Samia; Xie, Zhiwei; Quan, Yinghui; Huang, Wenjiang; Xing, Mengdao

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Building bagging on critical instances

EXPERT SYSTEMS

IF2.3

2019-11-10

PREAI

Guo, Li; Boukir, Samia; Aussem, Alexandre

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Exploring diversity in ensemble classification: Applications in large area land cover mapping

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2017-07-01

PREAI

Mellor, Andrew; Boukir, Samia

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Exploring issues of training data imbalance and mislabelling on random forest performance for large area land cover classification using the ensemble margin

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2015-07-01

223

PREAI

Mellor, Andrew; Boukir, Samia; Haywood, Andrew; Jones, Simon

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Fast data selection for SVM training using ensemble margin

PATTERN RECOGNITION LETTERS

IF3.3

2015-01-01

PREAI

Guo, Li; Boukir, Samia

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Automated retrieval of forest structure variables based on multi-scale texture analysis of VHR satellite imagery

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2014-10-01

PREAI

Beguet, Benoit; Guyon, Dominique; Boukir, Samia; Chehata, Nesrine

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Object-based change detection in wind storm-damaged forest using high-resolution multispectral images

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2014-07-07

PREAI

Chehata, N.; Orny, C.; Boukir, S.; Guyon, D.; Wigneron, J. P.

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Margin-based ordered aggregation for ensemble pruning

PATTERN RECOGNITION LETTERS

IF3.3

2013-04-01

PREAI

Guo, Li; Boukir, Samia

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Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2011-01-01

419

PREAI

Guo, Li; Chehata, Nesrine; Mallet, Clement; Boukir, Samia

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Compression and recognition of dance gestures using a deformable model

PATTERN ANALYSIS AND APPLICATIONS

IF2

2004-11-04

PREAI

Boukir, S; Chenevière, F

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Reconstruction of degraded image sequences. Application to film restoration

IMAGE AND VISION COMPUTING

IF4.2

2001-05-01

PREAI

Joyeux, L; Boukir, S; Besserer, B; Buisson, O

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Research Directions