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F

Farid Melgani

university of trento

55H-index
270Paper Count
1.1WCitation Count
Published Papers 113
Publication Date
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Remote sensing change captioning meets large language and vision models
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-06-29
err0
PREAI
errR. Ricci; Y. Bazi; F. Melgani
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errSave
From Landslide Detection to Multi-Source LLM-Based Reporting: A Complete Framework for Rapid Assessment of Post-Disaster Scenarios
errRemote Sensing
IF4.1
err2026-06-03
err0
errOAAI
errMohammed Alruqimi; Abdelkader Riche; Pierluigi Confuorto; Mawloud Guermoui; Silvia Bianchini; Farid Melgani
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errSave
A Decision-Analytics Framework Combining DEA, SFA, and ML With Mixture Optimization for Industrial Photovoltaics
errIEEE Open Access Journal of Power and Energy
IF3.2
err2026-05-19
err0
errOAAI
errGustavo S. Leal; Victor E. M. Valério; Pedro P. Balestrassi; Lupércio F. Bessegato; Farid Melgani
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errSave
A novel multi-target fire smoke segmentation method with imbalance handling for UAV remote sensing images
errInternational Journal of Remote Sensing
IF2.6
err2026-02-01
err0
PREAI
errNuradili, Pakezhamu; Zheng, Jinjun; Zhou, Ji; Zhou, Guiyun; Wang, Ziwei; Yuan, Yi; Melgani, Farid
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errSave
Transformer: Attention History May Matter
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-01-15
err0
PREAI
errFarid Melgani
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errSave
Heliostat aiming strategies in concentrated solar power towers: A review
errRenewable and Sustainable Energy Reviews
IF16.3
err2025-11-21
err0
PREAI
errToufik Arrif; Samir Hassani; A. Sánchez-González; Abdelfetah Belaid; Mawloud Guermoui; Farid Melgani
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errSave
Efficient Approaches for Binary Classification in Extremely Imbalanced Databases: A Systematic Literature Review
errInformation and Software Technology
IF4.3
err2025-08-05
err0
PREAI
errLeandro Duarte Pereira; Fabrício Alves de Almeida; Farid Melgani; Pedro Paulo Balestrassi
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errSave
MambaFuse: a novel framework for pansharpening
errInternational Journal of Remote Sensing
IF2.6
err2025-07-21
err0
PREAI
errFarid Talbi; Fatiha Alim; Elhocine Boutellaa; Farid Melgani; Adel Seggane; Lamia Belachar
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errSave
Optimizing Neural Network Ensemble for Short-Term Load Forecasting: A Case Study of a Brazilian Electrical Distribution System
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errFranco B. Rocha; Paulo Rotella; Pedro Paulo Balestrassi; Farid Melgani; Antonio C. Zambroni De Souza
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errSave
A Lightweight Normalization-Free Architecture for Object Detection in High-Spatial-Resolution Remote Sensing Imagery
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errYouyou Li; Yuxiang Fang; Shixiong Zhou; Teng Long; Yicheng Zhang; Nuno Antunes Ribeiro; Farid Melgani
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errSave
Multi-Branch CNN-LSTM Fusion Network-Driven System With BERT Semantic Evaluator for Radiology Reporting in Emergency Head CTs
errIEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE
IF4.4
err2025-01-01
err0
errOAAI
errTomassini, Selene; Duranti, Damiano; Zeggada, Abdallah; Quattrocchi, Carlo Cosimo; Melgani, Farid; Giorgini, Paolo
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errSave
A Design-of-Experiments-Based Approach for Efficient Estimation of Bimodal Gaussian Mixture Weights
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errGustavo S. Leal; Lupércio F. Bessegato; Yasmin S. M. Xavier; Farid Melgani; Pedro Paulo Balestrassi
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errSave
Artificial Intelligence Vision Methods for Robotic Harvesting of Edible Flowers
errPLANTS-BASEL
IF4.1
err2024-11-14
err0
errOAAI
errTorre, Fabio Taddei Dalla; Melgani, Farid; Pertot, Ilaria; Furlanello, Cesare
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errSave
Combining algorithm techniques with mechanical and acoustic profiles for the prediction of apples sensory attributes
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2024-10-01
err0
errOAAI
errRicci, Riccardo; Berardinelli, Annachiara; Gasperi, Flavia; Endrizzi, Isabella; Melgani, Farid; Aprea, Eugenio
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errSave
Deep residual 2D convolutional neural network for cardiovascular disease classification
errSCIENTIFIC REPORTS
IF3.9
err2024-09-26
err0
errOAAI
errElyamani, Haneen A.; Salem, Mohammed A.; Melgani, Farid; Yhiea, N. M.
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errSave
Sunpheno: A Deep Neural Network for Phenological Classification of Sunflower Images
errPLANTS-BASEL
IF4.1
err2024-07-22
err1
errOAAI
errLuoni, Sofia A. Bengoa; Ricci, Riccardo; Corzo, Melanie A.; Hoxha, Genc; Melgani, Farid; Fernandez, Paula
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errSave
Semantic segmentation for UAV low-light scenes based on deep learning and thermal infrared image features
errINTERNATIONAL JOURNAL OF REMOTE SENSING
IF2.6
err2024-06-17
err2
PREAI
errNuradili, Pakezhamu; Zhou, Guiyun; Zhou, Ji; Wang, Ziwei; Meng, Yizhen; Tang, Wenbin; Melgani, Farid
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RETRACTED: A deep learning approach based on graphs to detect plantation lines (Retracted Article)
errHELIYON
IF3.6
err2024-06-01
err0
errOAAI
errGoncalves, Diogo Nunes; Marcato Junior, Jose; de Arruda, Mauro dos Santos; Fernandes, Vanessa Jordao Marcato; Ramos, Ana Paula Marques; Furuya, Danielle Elis Garcia; Osco, Lucas Prado; He, Hongjie; Jorge, Lucio Andre de Castro; Li, Jonathan; Melgani, Farid; Pistori, Hemerson; Goncalves, Wesley Nunes
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errSave
Language Integration in Remote Sensing: Tasks, datasets, and future directions
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2023-12-01
err6
PREAI
errBashmal, Laila; Bazi, Yakoub; Melgani, Farid; Al Rahhal, Mohamad M.; Al Zuair, Mansour Abdulaziz
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errSave
Machine learning methods for anomaly classification in wastewater treatment plants
errJOURNAL OF ENVIRONMENTAL MANAGEMENT
IF8.4
err2023-10-01
err14
errOAAI
errBellamoli, Francesca; Di Iorio, Mattia; Vian, Marco; Melgani, Farid
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Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ronald R. Yager
H-index: 122 · Papers: 1.1K
N
Nicola Segata
H-index: 106 · Papers: 505
L
Lorenzo Bruzzone
H-index: 100 · Papers: 1.0K
J
Jonathan Li
H-index: 79 · Papers: 887
W
William J. Emery
H-index: 65 · Papers: 472
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