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Correct orchestration of federated learning generic algorithms: Python translation to CSP and verification by PAT
Djukic, Miodrag, Prokić, Ivan, Popovic, Miroslav, Ghilezan, Silvia, Popovic, Marko, Prokić, Simona
Published in International journal on software tools for technology transfer (01.02.2025)
Published in International journal on software tools for technology transfer (01.02.2025)
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Journal Article
Opening the AI Black Box: Distilling Machine-Learned Algorithms into Code
Michaud, Eric J., Liao, Isaac, Lad, Vedang, Liu, Ziming, Mudide, Anish, Loughridge, Chloe, Guo, Zifan Carl, Kheirkhah, Tara Rezaei, Vukelić, Mateja, Tegmark, Max
Published in Entropy (Basel, Switzerland) (02.12.2024)
Published in Entropy (Basel, Switzerland) (02.12.2024)
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Journal Article
Python code for modeling ARIMA-LSTM architecture with random forest algorithm
Lama, Achal, Ray, Soumik, Biswas, Tufleuddin, Narsimhaiah, Lakshmi, Raghav, Yashpal Singh, Kapoor, Promil, Singh, K.N., Mishra, Pradeep, Gurung, Bishal
Published in Software impacts (01.05.2024)
Published in Software impacts (01.05.2024)
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Journal Article
SciPy 1.0: fundamental algorithms for scientific computing in Python
Virtanen, Pauli, Gommers, Ralf, Oliphant, Travis E., Haberland, Matt, Reddy, Tyler, Cournapeau, David, Burovski, Evgeni, Peterson, Pearu, Weckesser, Warren, Bright, Jonathan, van der Walt, Stéfan J., Brett, Matthew, Wilson, Joshua, Millman, K. Jarrod, Mayorov, Nikolay, Nelson, Andrew R. J., Jones, Eric, Kern, Robert, Larson, Eric, Carey, C J, Polat, İlhan, Feng, Yu, Moore, Eric W., VanderPlas, Jake, Laxalde, Denis, Perktold, Josef, Cimrman, Robert, Henriksen, Ian, Quintero, E. A., Harris, Charles R., Archibald, Anne M., Ribeiro, Antônio H., Pedregosa, Fabian, van Mulbregt, Paul
Published in Nature methods (01.03.2020)
Published in Nature methods (01.03.2020)
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Journal Article
Peel learning for pathway-related outcome prediction
Li, Yuantong, Wang, Fei, Yan, Mengying, Cantu III, Edward, Yang, Fan Nils, Rao, Hengyi, Feng, Rui
Published in Bioinformatics (Oxford, England) (18.11.2021)
Published in Bioinformatics (Oxford, England) (18.11.2021)
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Journal Article
Correction: A Contemporary Systematic Review on Meta-heuristic Optimization Algorithms with Their MATLAB and Python Code Reference: Pankaj Sharma
Salgotra, Rohit, Sharma, Pankaj, Raju, Saravanakumar, gandomi, Amir H.
Published in Archives of computational methods in engineering (24.12.2024)
Published in Archives of computational methods in engineering (24.12.2024)
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Journal Article
A Generic Algorithm to Estimate LAI, FAPAR and FCOVER Variables from SPOT4_HRVIR and Landsat Sensors: Evaluation of the Consistency and Comparison with Ground Measurements
Li, Wenjuan, Weiss, Marie, Waldner, Francois, Defourny, Pierre, Demarez, Valerie, Morin, David, Hagolle, Olivier, Baret, Frédéric
Published in Remote sensing (Basel, Switzerland) (2015)
Published in Remote sensing (Basel, Switzerland) (2015)
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Journal Article
CoastSat: A Google Earth Engine-enabled Python toolkit to extract shorelines from publicly available satellite imagery
Vos, Kilian, Splinter, Kristen D., Harley, Mitchell D., Simmons, Joshua A., Turner, Ian L.
Published in Environmental modelling & software : with environment data news (01.12.2019)
Published in Environmental modelling & software : with environment data news (01.12.2019)
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Journal Article
"Learning-Compression" Algorithms for Neural Net Pruning
Carreira-Perpinan, Miguel A., Idelbayev, Yerlan
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Performance evaluation of artificial neural network coupled with generic algorithm and response surface methodology in modeling and optimization of biodiesel production process parameters from shea tree (Vitellaria paradoxa) nut butter
Betiku, Eriola, Okunsolawo, Samuel S., Ajala, Sheriff O., Odedele, Olatunde S.
Published in Renewable energy (01.04.2015)
Published in Renewable energy (01.04.2015)
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Journal Article