Samia Boukir

1.6k total citations · 1 hit paper
40 papers, 1.2k citations indexed

About

Samia Boukir is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Ecology. According to data from OpenAlex, Samia Boukir has authored 40 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Computer Vision and Pattern Recognition, 14 papers in Artificial Intelligence and 12 papers in Ecology. Recurrent topics in Samia Boukir's work include Remote Sensing in Agriculture (11 papers), Machine Learning and Data Classification (11 papers) and Remote Sensing and LiDAR Applications (7 papers). Samia Boukir is often cited by papers focused on Remote Sensing in Agriculture (11 papers), Machine Learning and Data Classification (11 papers) and Remote Sensing and LiDAR Applications (7 papers). Samia Boukir collaborates with scholars based in France, Australia and China. Samia Boukir's co-authors include Nesrine Chehata, Li Guo, Clément Mallet, Andrew Mellor, Li Guo, Simon Jones, Andrew Haywood, Bernard Besserer, Dominique Guyon and Olivier Buisson and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Geoscience and Remote Sensing.

In The Last Decade

Samia Boukir

39 papers receiving 1.2k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

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

2010 387 citations Li Guo, Nesrine Chehata et al. ISPRS Journal of Photogrammetry and Remote Sensing profile →

Peers

Countries citing papers authored by Samia Boukir

Since Specialization

Citations

This map shows the geographic impact of Samia Boukir's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Samia Boukir with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Samia Boukir more than expected).

Fields of papers citing papers by Samia Boukir

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Samia Boukir. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Samia Boukir. The network helps show where Samia Boukir may publish in the future.

Co-authorship network of co-authors of Samia Boukir

This figure shows the co-authorship network connecting the top 25 collaborators of Samia Boukir. A scholar is included among the top collaborators of Samia Boukir based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Samia Boukir. Samia Boukir is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data 2023 ·IEEE Transactions on Geoscience and Remote Sensing ·Wei Feng, Xinting Gao, Samia Boukir, Zhiwei Xie, Yinghui Quan, Wenjiang Huang, Mengdao Xing	2
2	Boundary bagging to address training data issues in ensemble classification 2021 ·Samia Boukir, Wei Feng	2
3	Building bagging on critical instances 2019 ·Expert Systems ·Li Guo, Samia Boukir, Alexandre Aussem	4
4	Margin-Based Random Forest for Imbalanced Land Cover Classification 2019 ·Wei Feng, Samia Boukir, Wenjiang Huang	9
5	Identifying and Correcting Mislabeled Satellite Image Data by Iterative Ordering of Ensemble Margins 2019 ·Samia Boukir, Wenjie Feng	1
6	Ensemble diversity analysis on remote sensing data classification using random forests 2017 ·Samia Boukir, Andrew Mellor	3
7	Exploring issues of training data imbalance and mislabelling on random forest performance for large area land cover classification using the ensemble margin 2015 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Andrew Mellor, Samia Boukir, Andrew Haywood, Simon Jones	219
8	Object-based change detection in wind storm-damaged forest using high-resolution multispectral images 2014 ·International Journal of Remote Sensing ·Nesrine Chehata, (unknown), Samia Boukir, Dominique Guyon, Jean‐Pierre Wigneron	59
9	Automated retrieval of forest structure variables based on multi-scale texture analysis of VHR satellite imagery 2014 ·ISPRS Journal of Photogrammetry and Remote Sensing ·(unknown), Dominique Guyon, Samia Boukir, Nesrine Chehata	33
10	Classification of remote sensing data using margin-based ensemble methods 2013 ·Samia Boukir, (unknown), Nesrine Chehata	9
11	Détection de changements structurels sur des images satellite haute résolution. Application en milieu forestier 2013 ·Traitement du signal ·Samia Boukir, (unknown), Nesrine Chehata, Dominique Guyon, Jean‐Pierre Wigneron	1
12	Support Vectors Selection for Supervised Learning Using an Ensemble Approach 2010 ·Li Guo, Samia Boukir, Nesrine Chehata	14
13	Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests breakdown → 2010 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Li Guo, Nesrine Chehata, Clément Mallet, Samia Boukir	387
14	Aircraft Pose Estimation from Homography 2004 ·Adelaide Research & Scholarship (AR&S) (University of Adelaide) ·(unknown), Samia Boukir, David Suter	1
15	Application of rigid motion geometry to film restoration 2003 ·Samia Boukir, David Suter	2
16	Structure from motion using an active vision paradigm 2003 ·François Chaumette, Samia Boukir	4
17	Tracking and MAP reconstruction of line scratches in degraded motion pictures 2002 ·Machine Vision and Applications ·(unknown), Samia Boukir, Bernard Besserer	15
18	HMM-BASED DANCE GESTURE RECOGNITION 2002 ·(unknown), Samia Boukir, Bertrand Vachon	4
19	Reconstruction of degraded image sequences. Application to film restoration 2001 ·Image and Vision Computing ·Luc Joyeux, Samia Boukir, Bernard Besserer, O. Buisson	37
20	Structure from controlled motion 1996 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·François Chaumette, Samia Boukir, Patrick Bouthémy, (unknown)	54

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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