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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
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
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
A hybrid learning algorithm for evolving Flexible Beta Basis Function Neural Tree Model
Bouaziz, Souhir, Dhahri, Habib, Alimi, Adel M., Abraham, Ajith
Published in Neurocomputing (Amsterdam) (06.10.2013)
Published in Neurocomputing (Amsterdam) (06.10.2013)
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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 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
A Gaussian process mixture model-based hard-cut iterative learning algorithm for air quality prediction
Zhou, Yatong, Zhao, Xiangyu, Lin, Kuo-Ping, Wang, Ching-Hsin, Li, Lingling
Published in Applied soft computing (01.12.2019)
Published in Applied soft computing (01.12.2019)
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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
Improved Monarch Butterfly Optimization Algorithm Based on Opposition-Based Learning and Random Local Perturbation
Tian, Yun, Xu, Jiucheng, Chen, Suisui, Sun, Lin
Published in Complexity (New York, N.Y.) (01.01.2019)
Published in Complexity (New York, N.Y.) (01.01.2019)
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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
Deep reinforcement learning-based beam Hopping algorithm in multibeam satellite systems
Hu, Xin, Liu, Shuaijun, Wang, Yipeng, Xu, Lexi, Zhang, Yuchen, Wang, Cheng, Wang, Weidong
Published in IET communications (08.10.2019)
Published in IET communications (08.10.2019)
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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
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