Research output per year
Research output per year
Personal profile
Artificial Intelligence Expert
- Data Mining, Process Mining and Search
- Machine Learning: from Traditional Methods to Deep Neural Networks
- Geo Sciences
- Energy, Sustainability, Environment and Circularity
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Dive into the research topics where Mahdi Khodadadzadeh is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 7 Article
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A dissimilarity-adaptive cross-validation method for evaluating geospatial machine learning predictions with clustered samples
Wang, Y., Khodadadzadeh, M. & Zurita-Milla, R., Dec 2025, In: Ecological informatics. 90, 13 p., 103287.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Citations (Scopus)21 Downloads (Pure) -
Deep learning-based vegetation canopy height mapping with polarimetric SAR: Application of a Polarization Fusion U-Net in Gabon’s tropical forests
Bhuiyan, R., Paris, C., Wang, T., Khodadadzadeh, M. & Schlund, M., Dec 2025, In: Science of Remote Sensing. 12, p. 1-16 16 p., 100327.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Downloads (Pure) -
Mapping and monitoring spatiotemporal desertification patterns in the arid transition zone of Algeria over the period 2002–2022
Tandjaoui, A. F., Kaddour, M., de Oto, L. H., Guerid, H. & Khodadadzadeh, M., Sept 2025, In: International Journal of Applied Earth Observation and Geoinformation (JAG). 143, 14 p., 104799.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus) -
On the use of adversarial validation for quantifying dissimilarity in geospatial machine learning prediction
Wang, Y., Khodadadzadeh, M. & Zurita-Milla, R., 2025, In: GIScience and Remote Sensing. 62, 1, 2460513.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)17 Downloads (Pure) -
Spatial+: A new cross-validation method to evaluate geospatial machine learning models
Wang, Y., Khodadadzadeh, M. & Zurita-Milla, R., Jul 2023, In: International Journal of Applied Earth Observation and Geoinformation. 121, 103364.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile35 Citations (Scopus)337 Downloads (Pure)
Datasets
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Remote sensing-based driving factors of desertification in the Algerian steppic zone
de Oto, L. H. (Creator), Khodadadzadeh, M. (Research team member), Tandjaoui, A. F. (Research team member), Guerid, H. (Research team member) & Kaddour, M. (Research team member), DANS Data Station Physical and Technical Sciences, 16 May 2024
DOI: 10.17026/PT/0DNFS0
Dataset
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High Resolution Remote Sensing Images from the Algerian steppic zone
de Oto, L. H. (Research team member), Khodadadzadeh, M. (Research team member), Tandjaoui, A. F. (Research team member), Kaddour, M. (Creator) & Guerid, H. (Creator), DANS Data Station Physical and Technical Sciences, 16 May 2024
DOI: 10.17026/PT/POJGN2
Dataset
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Springtime
Kalverla, P. (Creator), Alidoost, F. (Creator), Verhoeven, S. (Creator) & Khodadadzadeh, M. (Creator), Zenodo, 17 Apr 2023
DOI: 10.5281/zenodo.7835300, https://zenodo.org/record/7835300 and one more link, https://zenodo.org10610958 (show fewer)
Dataset
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Spatial Plus Cross-Validation experiments datasets and codes
Wang, Y. (Creator), Khodadadzadeh, M. (Creator), Kounadi, O. (Creator) & Zurita-Milla, R. (Creator), Zenodo, 18 Jan 2023
DOI: 10.5281/zenodo.7546907, https://zenodo.org/record/7546907
Dataset
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Spatial Plus Cross-Validation experiments datasets and codes (new)
Wang, Y. (Creator), Khodadadzadeh, M. (Creator) & Zurita-Milla, R. (Creator), Zenodo, 3 Apr 2023
DOI: 10.17026/dans-zwj-zauq, https://zenodo.org/record/7796221
Dataset