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PyLEnM: A Machine Learning Framework for Long-Term Groundwater Contamination Monitoring Strategies
Meray, Aurelien O, Sturla, Savannah, Siddiquee, Masudur R, Serata, Rebecca, Uhlemann, Sebastian, Gonzalez-Raymat, Hansell, Denham, Miles, Upadhyay, Himanshu, Lagos, Leonel E, Eddy-Dilek, Carol, Wainwright, Haruko M
Published in Environmental science & technology (03.05.2022)
Published in Environmental science & technology (03.05.2022)
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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
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
An Efficient Aggregation Method for the Symbolic Representation of Temporal Data
Chen, Xinye, Güttel, Stefan
Published in ACM transactions on knowledge discovery from data (20.02.2023)
Published in ACM transactions on knowledge discovery from data (20.02.2023)
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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
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
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
Using empirical wavelet transform and high-order fuzzy cognitive maps for time series forecasting
Mohammadi, Hossein Abbasian, Ghofrani, Sedigheh, Nikseresht, Ali
Published in Applied soft computing (01.03.2023)
Published in Applied soft computing (01.03.2023)
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Journal Article
Various Deep Learning Algorithms in Computational Intelligence
Year of Publication 2023
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