Hiba Najjar

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Future Directions

Machine Learning

Hyperspectral Imaging

Top Venues

IEEE Geosci. Remote. Sens. Lett.

PLoS Comput. Biol.

Publications

Francisco Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction. CoRR (2024)
Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing. CoRR (2024)
Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping. CoRR (2024)
Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR (2024)
Alexander Günther, Hiba Najjar, Andreas Dengel
Explainable Multimodal Learning in Remote Sensing: Challenges and Future Directions. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing. IGARSS (2023)
Deepak Pathak, Miro Miranda, Francisco Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level. CoRR (2023)
Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions. IGARSS (2023)
Deepak Pathak, Miro Miranda, Francisco Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level. IGARSS (2023)
Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models. IGARSS (2023)
Seyed Ziaeddin Alborzi, Amina Ahmed Nacer, Hiba Najjar, David W. Ritchie, Marie-Dominique Devignes
PPIDomainMiner: Inferring domain-domain interactions from multiple sources of protein-protein interactions. PLoS Comput. Biol. 17 (8) (2021)