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A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks
Khan, Shujaat, Ahmad, Jawwad, Naseem, Imran, Moinuddin, Muhammad
Published in Circuits, systems, and signal processing (01.02.2018)
Published in Circuits, systems, and signal processing (01.02.2018)
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Journal Article
A comparative study of generalized regression neural network approach and adaptive neuro-fuzzy inference systems for prediction of unconfined compressive strength of rocks
Singh, Rajesh, Vishal, V., Singh, T. N., Ranjith, P. G.
Published in Neural computing & applications (01.08.2013)
Published in Neural computing & applications (01.08.2013)
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Journal Article
Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the Google Earth Engine cloud
Gumma, Murali Krishna, Thenkabail, Prasad S., Teluguntla, Pardhasaradhi G., Oliphant, Adam, Xiong, Jun, Giri, Chandra, Pyla, Vineetha, Dixit, Sreenath, Whitbread, Anthony M
Published in GIScience and remote sensing (02.04.2020)
Published in GIScience and remote sensing (02.04.2020)
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Journal Article
Time series forecasting using a deep belief network with restricted Boltzmann machines
Kuremoto, Takashi, Kimura, Shinsuke, Kobayashi, Kunikazu, Obayashi, Masanao
Published in Neurocomputing (Amsterdam) (05.08.2014)
Published in Neurocomputing (Amsterdam) (05.08.2014)
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Journal Article
A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach
Cai, Yaping, Guan, Kaiyu, Peng, Jian, Wang, Shaowen, Seifert, Christopher, Wardlow, Brian, Li, Zhan
Published in Remote sensing of environment (01.06.2018)
Published in Remote sensing of environment (01.06.2018)
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Journal Article
Machine Learning Classification of Mediterranean Forest Habitats in Google Earth Engine Based on Seasonal Sentinel-2 Time-Series and Input Image Composition Optimisation
Praticò, Salvatore, Solano, Francesco, Di Fazio, Salvatore, Modica, Giuseppe
Published in Remote sensing (Basel, Switzerland) (07.02.2021)
Published in Remote sensing (Basel, Switzerland) (07.02.2021)
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Journal Article
Data reduction based on machine learning algorithms for fog computing in IoT smart agriculture
Ribeiro Junior, Franklin M., Bianchi, Reinaldo A.C., Prati, Ronaldo C., Kolehmainen, Kari, Soininen, Juha-Pekka, Kamienski, Carlos A.
Published in Biosystems engineering (01.11.2022)
Published in Biosystems engineering (01.11.2022)
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Journal Article
Statistical modeling of fully nonlinear hydrodynamic loads on offshore wind turbine monopile foundations using wave episodes and targeted CFD simulations through active sampling
Guth, Stephen, Katsidoniotaki, Eirini, Sapsis, Themistoklis P.
Published in Wind energy (Chichester, England) (01.01.2024)
Published in Wind energy (Chichester, England) (01.01.2024)
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Journal Article
Estimation of Granger causality through Artificial Neural Networks: applications to physiological systems and chaotic electronic oscillators
Antonacci, Yuri, Minati, Ludovico, Faes, Luca, Pernice, Riccardo, Nollo, Giandomenico, Toppi, Jlenia, Pietrabissa, Antonio, Astolfi, Laura
Published in PeerJ. Computer science (18.05.2021)
Published in PeerJ. Computer science (18.05.2021)
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Journal Article
Intelligent Hybrid model to Enhance Time Series Models for Predicting Network Traffic
Aldhyani, Theyazn H.H., Alrasheed, Melfi, Alqarni, Ahmed Abdullah, Alzahrani, Mohammed Y., Bamhdi, Alwi M.
Published in IEEE access (01.01.2020)
Published in IEEE access (01.01.2020)
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Journal Article
Machine learning data-driven approaches for land use/cover mapping and trend analysis using Google Earth Engine
Feizizadeh, Bakhtiar, Omarzadeh, Davoud, Kazemi Garajeh, Mohammad, Lakes, Tobia, Blaschke, Thomas
Published in Journal of environmental planning and management (23.02.2023)
Published in Journal of environmental planning and management (23.02.2023)
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Journal Article
An evaluation of time series summary statistics as features for clinical prediction tasks
Guo, Chonghui, Lu, Menglin, Chen, Jingfeng
Published in BMC medical informatics and decision making (05.03.2020)
Published in BMC medical informatics and decision making (05.03.2020)
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Journal Article
A Fractional Gradient Descent-Based RBF Neural Network
Khan, Shujaat, Naseem, Imran, Malik, Muhammad Ammar, Togneri, Roberto, Bennamoun, Mohammed
Published in Circuits, systems, and signal processing (01.12.2018)
Published in Circuits, systems, and signal processing (01.12.2018)
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Journal Article
A Machine Learning-Genetic Algorithm (ML-GA) Approach for Rapid Optimization Using High-Performance Computing
Moiz, Ahmed Abdul, Pal, Pinaki, Probst, Daniel, Pei, Yuanjiang, Zhang, Yu, Som, Sibendu, Kodavasal, Janardhan
Published in SAE International journal of commercial vehicles (03.04.2018)
Published in SAE International journal of commercial vehicles (03.04.2018)
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Journal Article
Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world
Defourny, Pierre, Bontemps, Sophie, Bellemans, Nicolas, Cara, Cosmin, Dedieu, Gérard, Guzzonato, Eric, Hagolle, Olivier, Inglada, Jordi, Nicola, Laurentiu, Rabaute, Thierry, Savinaud, Mickael, Udroiu, Cosmin, Valero, Silvia, Bégué, Agnès, Dejoux, Jean-François, El Harti, Abderrazak, Ezzahar, Jamal, Kussul, Nataliia, Labbassi, Kamal, Lebourgeois, Valentine, Miao, Zhang, Newby, Terrence, Nyamugama, Adolph, Salh, Norakhan, Shelestov, Andrii, Simonneaux, Vincent, Traore, Pierre Sibiry, Traore, Souleymane S., Koetz, Benjamin
Published in Remote sensing of environment (01.02.2019)
Published in Remote sensing of environment (01.02.2019)
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Journal Article