Machine Learning Applied to Tree Crop Yield Prediction Using Field Data and Satellite Imagery: A Case Study in a Citrus Orchard
Moussaid, Abdellatif, El Fkihi, Sanaa, Zennayi, Yahya, Lahlou, Ouiam, Kassou, Ismail, Bourzeix, François, El Mansouri, Loubna, Imani, Yasmina
Published in Informatics (Basel) (01.12.2022)
Published in Informatics (Basel) (01.12.2022)
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Journal Article
CerealNet: A Hybrid Deep Learning Architecture for Cereal Crop Mapping Using Sentinel-2 Time-Series
Alami Machichi, Mouad, El Mansouri, Loubna, Imani, Yasmina, Bourja, Omar, Hadria, Rachid, Lahlou, Ouiam, Benmansour, Samir, Zennayi, Yahya, Bourzeix, François
Published in Informatics (Basel) (01.11.2022)
Published in Informatics (Basel) (01.11.2022)
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Journal Article
Citrus yield prediction using deep learning techniques: A combination of field and satellite data
Moussaid, Abdellatif, El Fkihi, Sanaa, Zennayi, Yahya, Kassou, Ismail, Bourzeix, François, Lahlou, Ouiam, El Mansouri, Loubna, Imani, Yasmina
Published in Journal of open innovation (01.06.2023)
Published in Journal of open innovation (01.06.2023)
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Journal Article
Digital twin of minerals processing operations for an advanced monitoring and supervision: froth flotation process case study
Hasidi, Oussama, Abdelwahed, El Hassan, El Alaoui-Chrifi, Moulay Abdellah, Qazdar, Aimad, Benzakour, Intissar, Bourzeix, François, Bendaouia, Ahmed
Published in International journal of advanced manufacturing technology (01.05.2024)
Published in International journal of advanced manufacturing technology (01.05.2024)
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Journal Article
Hybrid features extraction for the online mineral grades determination in the flotation froth using Deep Learning
Bendaouia, Ahmed, Abdelwahed, El Hassan, Qassimi, Sara, Boussetta, Abdelmalek, Benzakour, Intissar, Benhayoun, Abderrahmane, Amar, Oumkeltoum, Bourzeix, François, Baïna, Karim, Cherkaoui, Mouhamed, Hasidi, Oussama
Published in Engineering applications of artificial intelligence (01.03.2024)
Published in Engineering applications of artificial intelligence (01.03.2024)
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Journal Article
Sedimentary phosphate classification based on spectral analysis and machine learning
Charifi, Rajaa, Es-sbai, Najia, Zennayi, Yahya, Hosni, Taha, Bourzeix, François, Mansouri, Anass
Published in Computers & geosciences (01.05.2021)
Published in Computers & geosciences (01.05.2021)
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Journal Article
Crop mapping using supervised machine learning and deep learning: a systematic literature review
Alami Machichi, Mouad, mansouri, loubna El, imani, yasmina, Bourja, Omar, Lahlou, Ouiam, Zennayi, Yahya, Bourzeix, François, Hanadé Houmma, Ismaguil, Hadria, Rachid
Published in International journal of remote sensing (18.04.2023)
Published in International journal of remote sensing (18.04.2023)
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Journal Article
End-to-end quantum-inspired method for vehicle classification based on video stream
Derrouz, Hatim, Cabri, Alberto, Ait Abdelali, Hamd, Oulad Haj Thami, Rachid, Bourzeix, François, Rovetta, Stefano, Masulli, Francesco
Published in Neural computing & applications (01.04.2022)
Published in Neural computing & applications (01.04.2022)
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Journal Article
Data-driven system for intelligent monitoring and optimization of froth flotation circuits using Artificial Neural Networks and Genetic Algorithms
Hasidi, Oussama, Abdelwahed, El Hassan, El Alaoui-Chrifi, Moulay Abdellah, Chahid, Rachida, Qazdar, Aimad, Qassimi, Sara, Zaizi, Fatima Zahra, Bourzeix, François, Benzakour, Intissar, Bendaouia, Ahmed
Published in Journal of process control (01.05.2024)
Published in Journal of process control (01.05.2024)
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Journal Article
Squeezing rock phenomenon characterization and management at Draa Sfar underground mine in Morocco
Clero, Kaoutar, Ed-Diny, Said, Cherkaoui, Mouhamed, Achalhi, Mohammed, El Fkihi, Sanaa, Benzakour, Intissar, Soror, Tarik, Rziki, Said, Bourzeix, François, Tagemouati, Hicham, Nadour, Mohamed
Published in Euro-Mediterranean journal for environmental integration (01.03.2024)
Published in Euro-Mediterranean journal for environmental integration (01.03.2024)
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Journal Article
Real-time parallel implementation of Pulse-Doppler radar signal processing chain on a massively parallel machine based on multi-core DSP and Serial RapidIO interconnect
Klilou, Abdessamad, Belkouch, Said, Elleaume, Philippe, Le Gall, Philippe, Bourzeix, François, Hassani, Moha M'Rabet
Published in EURASIP journal on advances in signal processing (08.11.2014)
Published in EURASIP journal on advances in signal processing (08.11.2014)
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Journal Article
Speed estimation using simple line
Bourja, Omar, Maach, Abdelilah, Zennayi, Yahya, Bourzeix, François, Guerin, Timothée
Published in Procedia computer science (2018)
Published in Procedia computer science (2018)
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Journal Article
Moroccan Video Intelligent Transport System: Vehicle Type Classification Based on Three-Dimensional and Two-Dimensional Features
Derrouz, Hatim, Elbouziady, Abderrahim, Ait Abdelali, Hamd, Oulad Haj Thami, Rachid, El Fkihi, Sanaa, Bourzeix, Francois
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
Measurements and Stochastic FEA with Application in Thermomechanical Characterization of Electronic Packages
Bendaou, Omar, Bendaou, Othmane, Bourzeix, François, Agouzoul, Mohamed, El Hami, Abdelkhalak
Published in Journal of Engineering and Technological Sciences (01.01.2016)
Published in Journal of Engineering and Technological Sciences (01.01.2016)
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Journal Article
Rock mass joint set identification at Draa Sfar mine in Morocco through stereographic projection and K-means clustering
Clero, Kaoutar, Ed-Diny, Said, Achalhi, Mohammed, Cherkaoui, Mouhamed, Benzakour, Intissar, Soror, Tarik, Rziki, Said, El Fkihi, Sanaa, Nadour, Mohamed, Tagemouati, Hicham, Bourzeix, François
Published in Mediterranean Geoscience Reviews (01.03.2024)
Published in Mediterranean Geoscience Reviews (01.03.2024)
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Journal Article
Real-time parallel implementation of Pulse-Doppler radar signal processing chain on a massively parallel machine based on multi-core DSP and Serial RapidIO interconnect: Doc 716
Klilou, Abdessamad, Belkouch, Said, Elleaume, Philippe, Le Gall, Philippe, Bourzeix, François, Hassani, Moha M'rabet
Published in EURASIP journal on advances in signal processing (01.11.2014)
Published in EURASIP journal on advances in signal processing (01.11.2014)
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Journal Article
Digital Transformation of the Flotation Monitoring Towards an Online Analyzer
Bendaouia, Ahmed, Abdelwahed, El Hassan, Qassimi, Sara, Boussetta, Abdelmalek, Benhayoun, Abderrahmane, Benzakour, Intissar, Amar, Oumkeltoum, Zennayi, Yahia, Bourzeix, François, Baïna, Karim, Baïna, Salah, Khalil, Abdessamad, Cherkaoui, Mouhamed, Hasidi, Oussama
Published in Smart Applications and Data Analysis
Published in Smart Applications and Data Analysis
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Book Chapter
Digital Twins-Based Smart Monitoring and Optimisation of Mineral Processing Industry
Hasidi, Oussama, Abdelwahed, El Hassan, Qazdar, Aimad, Boulaamail, Abdellah, Krafi, Mohamed, Benzakour, Intissar, Bourzeix, François, Baïna, Salah, Baïna, Karim, Cherkaoui, Mohamed, Bendaouia, Ahmed
Published in Smart Applications and Data Analysis
Published in Smart Applications and Data Analysis
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Book Chapter