Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Artificial Intelligence Expert
- Machine Learning: from Traditional Methods to Deep Neural Networks
- Data Mining, Process Mining and Search
- Natural Language Processing
- Knowledge Representation and Reasoning
- Geo Sciences
- Health and Well-being
- Energy, Sustainability, Environment and Circularity
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 1 Active
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NWO-NGF IntelliGeo: IntelliGeo: Laying the Groundwork for Integrating Large Language Models into GIS
Farnaghi, M. (PI)
1/03/24 → 30/09/25
Project: Research
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Integrating agent-based disease, mobility and wastewater models for the study of the spread of communicable diseases
DelaPaz-Ruíz , N. (Corresponding Author), Augustijn, P. W. M., Farnaghi, M., Abdulkareem, S. A. & Zurita-Milla, R., 11 Feb 2025, In: Geospatial health. 20, 1, 12 p., 1326.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Integrating RS data with fuzzy decision systems for innovative crop water needs assessment
Sadat Hashemi, F., Javad Valadan Zoej, M., Youssefi, F., Li, H., Shafian, S., Farnaghi, M. & Pirasteh, S., Feb 2025, In: International Journal of Applied Earth Observation and Geoinformation. 136, 104338.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile15 Downloads (Pure) -
Best scanline determination of pushbroom images for a direct object to image space transformation using multilayer perceptron
Nezhad, S. S. A., Zoej, M. J. V., Khoshelham, K., Ghorbanian, A., Farnaghi, M., Jamali, S., Youssefi, F. & Gheisari, M., Jul 2024, In: Remote sensing. 16, 15, 2787.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)18 Downloads (Pure) -
Comparative Evaluation of XAI Methods for Transparent Crop Yield Estimation Using CNN
Venugopal, A., Farnaghi, M. & Zurita-Milla, R., 12 Jul 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. Athens: IEEE, p. 7478-7482 5 p. 10641426Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Downloads (Pure) -
Modeling spatiotemporal domestic wastewater variability: Implications for measuring treatment efficiency
DelaPaz-Ruíz, N., Augustijn, E.-W., Farnaghi, M. & Zurita-Milla, R., Feb 2024, In: Journal of environmental management. 351, 12 p., 119680.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile51 Downloads (Pure)
Datasets
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Software. Reproducible results. Integrating agent-based disease, mobility, and wastewater models: Dealing with differences in spatiotemporal resolutions
DelaPaz-Ruíz, N. (Creator), Augustijn, E.-W. (Creator), Farnaghi, M. (Creator), Abdulkareem, S. A. (Creator) & Zurita-Milla, R. (Creator), Zenodo, 9 Sept 2024
DOI: 10.5281/zenodo.13734542, https://zenodo.org/records/13734542 and 4 more links, https://doi.org/10.5281/zenodo.13734543, https://zenodo.org/records/13734543, https://github.com/delapazruiz/abm.disease.mobility.wastewater/tree/Preprint, https://doi.org/10.17605/OSF.IO/6NGYC (show fewer)
Dataset
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Software. Reproducible results. Modeling spatiotemporal domestic wastewater variability: Implications for measuring treatment efficiency.
Néstor, D.-R. (Creator), Augustijn, E.-W. (Creator), Mahdi, F. (Creator) & Raul, Z.-M. (Creator), Zenodo, 1 Dec 2023
DOI: 10.5281/zenodo.10242566, https://zenodo.org/records/10242566 and 2 more links, https://doi.org/10.5281/zenodo.10242567, https://zenodo.org/records/10242567 (show fewer)
Dataset
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Facilitating African-European R&D Partnership in Earth Observation Through Collaborative Research: EO AFRICA R&D Research Calls
Girgin, S. (Creator), Vekerdy, Z. (Creator), Farnaghi, M. (Creator) & Chavarro-Rincón, D. (Creator), Zenodo, 23 Sept 2024
DOI: 10.5281/zenodo.13833824, https://zenodo.org/records/13833824 and 2 more links, https://zenodo.org/records/13833825, https://doi.org/10.5281/zenodo.13833825 (show fewer)
Dataset
Prizes
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1st place: TU Delft | Water for Impact Best Paper Award
De la Paz Ruiz, N. (Recipient), Augustijn, E.-W. (Recipient), Farnaghi, M. (Recipient) & Zurita-Milla, R. (Recipient), 14 Mar 2024
Prize
Activities
- 1 Invited talk
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EO AFRICA R&D Innovation Lab: Design Principles and Key Features
Girgin, S. (Speaker), Brice, M. (Speaker), Adam, F. (Speaker), Smejkalova, T. (Speaker), Farnaghi, M. (Speaker) & Vekerdy, Z. (Speaker)
24 Jun 2021Activity: Talk or presentation › Invited talk