Mahdi Khodadadzadeh

41 papers C 14Journal 21Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A dissimilarity-adaptive cross-validation method for evaluating geospatial machine learning predictions with clustered samples.
Ecol. Informatics
Yanwen Wang, Mahdi Khodadadzadeh, Raúl Zurita-Milla
2025 J jnl
Mapping and monitoring spatiotemporal desertification patterns in the arid transition zone of Algeria over the period 2002-2022.
Int. J. Appl. Earth Obs. Geoinformation
Amel Faiza Tandjaoui, Mejdi Kaddour, Lucas De Oto, Hachem Guerid, Mahdi Khodadadzadeh
2024 C conf
Analysis of Desertification Trends in the Algerian Steppe Using Multitemporal Satellite Imagery for the Period 2002-2022.
IGARSS
Mejdi Kaddour, Lucas De Oto, Amel Faiza Tandjaoui, Hachem Guerid, Mahdi Khodadadzadeh
2024 C conf
Harmonizing Machine Learning Based Phenological Modeling: A Unified Workflow for Comparative Analyses.
IGARSS
Mahdi Khodadadzadeh, Peter Kalverla, Raúl Zurita-Milla
2024 J jnl
On the use of adversarial validation for quantifying dissimilarity in geospatial machine learning prediction.
CoRR
Yanwen Wang, Mahdi Khodadadzadeh, Raúl Zurita-Milla
2023 J jnl
Spatial+: A new cross-validation method to evaluate geospatial machine learning models.
Int. J. Appl. Earth Obs. Geoinformation
Yanwen Wang, Mahdi Khodadadzadeh, Raúl Zurita-Milla
2022 J jnl
Grade estimation using a hybrid method of back-propagation artificial neural network and particle swarm optimization with integrated samples coordinate and local variability.
Comput. Geosci.
Saeed Soltani-Mohammadi, Fatemeh Sadat Hoseinian, Maliheh Abbaszadeh, Mahdi Khodadadzadeh
2021 J jnl
Resolution Enhancement for Drill-Core Hyperspectral Mineral Mapping.
Remote. Sens.
Isabel Cecilia Contreras Acosta, Mahdi Khodadadzadeh, Richard Gloaguen
2020 J jnl
Drill-Core Hyperspectral and Geochemical Data Integration in a Superpixel-Based Machine Learning Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Isabel Cecilia Contreras Acosta, Mahdi Khodadadzadeh, Raimon Tolosana-Delgado, Richard Gloaguen
2020 J jnl
Drill-Core Mineral Abundance Estimation Using Hyperspectral and High-Resolution Mineralogical Data.
Remote. Sens.
Laura Tusa, Mahdi Khodadadzadeh, Cecilia Contreras, Kasra Rafiezadeh Shahi, Margret C. Fuchs, Richard Gloaguen, Jens Gutzmer
2020 J jnl
Hierarchical Sparse Subspace Clustering (HESSC): An Automatic Approach for Hyperspectral Image Analysis.
Remote. Sens.
Kasra Rafiezadeh Shahi, Mahdi Khodadadzadeh, Laura Tusa, Pedram Ghamisi, Raimon Tolosana-Delgado, Richard Gloaguen
2019 J jnl
A Machine Learning Framework for Drill-Core Mineral Mapping Using Hyperspectral and High-Resolution Mineralogical Data Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Isabel Cecilia Contreras Acosta, Mahdi Khodadadzadeh, Laura Tusa, Pedram Ghamisi, Richard Gloaguen
2019 J jnl
A Supervised Method for Nonlinear Hyperspectral Unmixing.
Remote. Sens.
Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders
2019 J jnl
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shuyuan Xu, Jun Li, Mahdi Khodadadzadeh, Andrea Marinoni, Paolo Gamba, Bo Li
2019 J jnl
An Automatic Method for Subglacial Lake Detection in Ice Sheet Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Ana-Maria Ilisei, Mahdi Khodadadzadeh, Adamo Ferro, Lorenzo Bruzzone
2019 — conf
Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging.
WHISPERS
Bikram Koirala, Zohreh Zahiri, Mahdi Khodadadzadeh, Paul Scheunders
2019 — conf
Geochemical And Hyperspectral Data Fusion For Drill-Core Mineral Mapping.
WHISPERS
Cecilia Contreras, Mahdi Khodadadzadeh, Laura Tusa, Christina Loidolt, Raimon Tolosana-Delgado, Richard Gloaguen
2019 C conf
Mineral Mapping of Drill Core Hyperspectral Data with Extreme Learning Machines.
IGARSS
Cecilia Contreras, Mahdi Khodadadzadeh, Pedram Ghamisi, Richard Gloaguen
2019 J jnl
Multi-Sensor Spectral Imaging of Geological Samples: A Data Fusion Approach Using Spatio-Spectral Feature Extraction.
Sensors
Sandra Lorenz, Peter Seidel, Pedram Ghamisi, Robert Zimmermann, Laura Tusa, Mahdi Khodadadzadeh, I. Cecilia Contreras, Richard Gloaguen
2019 C conf
Multi-Source and multi-Scale Imaging-Data Integration to boost Mineral Mapping.
IGARSS
Richard Gloaguen, Margret C. Fuchs, Mahdi Khodadadzadeh, Pedram Ghamisi, Moritz Kirsch, René Booysen, Robert Zimmermann, Sandra Lorenz
2019 — conf
The Application Of Subspace Clustering Algorithms In Drill-Core Hyperspectral Domaining.
WHISPERS
Kasra Rafiezadeh Shahi, Mahdi Khodadadzadeh, Raimon Tolosana-Delgado, Laura Tusa, Richard Gloaguen
2019 C conf
Upscaling High-Resolution Mineralogical Analyses to Estimate Mineral Abundances in Drill Core Hyperspectral Data.
IGARSS
Mahdi Khodadadzadeh, Richard Gloaguen
2018 — conf
A Machine Learning Technique for Drill Core Hyperspectral Data Analysis.
WHISPERS
Cecilia Contreras, Mahdi Khodadadzadeh, Laura Tusa, Pedram Ghamisi, Richard Gloaguen
2018 C conf
Extraction of Statistical Features for Improved Automatic Detection of Subglacial Lakes in Radar Sounder Data.
IGARSS
Ana-Maria Ilisei, Mahdi Khodadadzadeh, Lorenzo Bruzzone
2018 C conf
Extraction of Structural and Mineralogical Features from Hyperspectral Drill-Core Scans.
IGARSS
Laura Tusa, Louis Andreani, Eric Pohl, I. Cecilia Contreras, Mahdi Khodadadzadeh, Richard Gloaguen, Jens Gutzmer
2018 J jnl
Integration of Terrestrial and Drone-Borne Hyperspectral and Photogrammetric Sensing Methods for Exploration Mapping and Mining Monitoring.
Remote. Sens.
Moritz Kirsch, Sandra Lorenz, Robert Zimmermann, Laura Tusa, Robert Möckel, Philip Hödl, René Booysen, Mahdi Khodadadzadeh, Richard Gloaguen
2018 C conf
Subspace Multinomial Logistic Regression Ensemble for Classification of Hyperspectral Images.
IGARSS
Mahdi Khodadadzadeh, Pedram Ghamisi, Cecilia Contreras, Richard Gloaguen
2018 C conf
The Need for Multi-Source, Multi-Scale Hyperspectral Imaging to Boost Non-Invasive Mineral Exploration.
IGARSS
Richard Gloaguen, Pedram Ghamisi, Sandra Lorenz, Moritz Kirsch, Robert Zimmermann, René Booysen, Louis Andreani, Robert Jackisch, Erik Hermann, Laura Tusa, Gabriel Unger, Cecilia Contreras, Mahdi Khodadadzadeh, Margret C. Fuchs
2017 C conf
A technique based on adaptive windows for the classification of radar sounder data.
IGARSS
Mahdi Khodadadzadeh, Ana-Maria Ilisei, Lorenzo Bruzzone
2016 J jnl
A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Li, Mahdi Khodadadzadeh, Antonio Plaza, Xiuping Jia, José M. Bioucas-Dias
2016 C conf
A Gaussian approach to subspace based classification of hyperspectral images.
IGARSS
Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li, Antonio J. Plaza
2015 J jnl
Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mahdi Khodadadzadeh, Jun Li, Saurabh Prasad, Antonio Plaza
2015 C conf
Fusion of hyperspectral and lidar data using generalized composite kernels: A case study in Extremadura, Spain.
IGARSS
Mahdi Khodadadzadeh, Aurora Cuartero, Jun Li, Ángel M. Felicísimo, Antonio Plaza
2015 — conf
Hyperspectral image classification based on union of subspaces.
JURSE
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2015 J jnl
Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Jun Li, Mahdi Khodadadzadeh, Antonio J. Plaza, Bing Zhang, Zhijian He, Huiming Yan
2014 J jnl
A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2014 C conf
A new framework for hyperspectral image classification using multiple spectral and spatial features.
IGARSS
Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias
2014 J jnl
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization.
IEEE Trans. Geosci. Remote. Sens.
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li
2014 — conf
Spectrometer-driven spectral partitioning for hyperspectral image classification.
WHISPERS
Jun Li, Yi Liu, Antonio Plaza, Peijun Du, Mahdi Khodadadzadeh
2013 C conf
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR.
IGARSS
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias
2011 J jnl
Graph Regularized Nonnegative Matrix Factorization for Hyperspectral Data Unmixing
CoRR
Roozbeh Rajabi, Mahdi Khodadadzadeh, Hassan Ghassemian