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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
Increasing tendency of urine protein is a risk factor for rapid eGFR decline in patients with CKD: A machine learning-based prediction model by using a big database
Inaguma, Daijo, Kitagawa, Akimitsu, Yanagiya, Ryosuke, Koseki, Akira, Iwamori, Toshiya, Kudo, Michiharu, Yuzawa, Yukio
Published in PLoS ONE (17.09.2020)
Published in PLoS ONE (17.09.2020)
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Journal Article
Empowering ecological modellers with a PERFICT workflow: Seamlessly linking data, parameterisation, prediction, validation and visualisation
Barros, Ceres, Luo, Yong, Chubaty, Alex M., Eddy, Ian M. S., Micheletti, Tatiane, Boisvenue, Céline, Andison, David W., Cumming, Steven G., McIntire, Eliot J. B.
Published in Methods in ecology and evolution (01.01.2023)
Published in Methods in ecology and evolution (01.01.2023)
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Journal Article
Work-in-Progress: Python Code Critiquer, a Machine Learning Approach
Albrant, Laura, Pendse, Pradnya, Masker, Daniel, Brown, Laura E., Sticklen, Jon, Jarvie-Eggart, Michelle, Ureel, Leo C.
Published in Proceedings - Frontiers in Education Conference (18.10.2023)
Published in Proceedings - Frontiers in Education Conference (18.10.2023)
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Conference Proceeding
Inferring cellular and molecular processes in single-cell data with non-negative matrix factorization using Python, R and GenePattern Notebook implementations of CoGAPS
Johnson, Jeanette A. I., Tsang, Ashley P., Mitchell, Jacob T., Zhou, David L., Bowden, Julia, Davis-Marcisak, Emily, Sherman, Thomas, Liefeld, Ted, Loth, Melanie, Goff, Loyal A., Zimmerman, Jacquelyn W., Kinny-Köster, Ben, Jaffee, Elizabeth M., Tamayo, Pablo, Mesirov, Jill P., Reich, Michael, Fertig, Elana J., Stein-O’Brien, Genevieve L.
Published in Nature protocols (01.12.2023)
Published in Nature protocols (01.12.2023)
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Journal Article
K2 variable catalogue – II. Machine learning classification of variable stars and eclipsing binaries in K2 fields 0–4
Armstrong, D. J., Kirk, J., Lam, K. W. F., McCormac, J., Osborn, H. P., Spake, J., Walker, S., Brown, D. J. A., Kristiansen, M. H., Pollacco, D., West, R., Wheatley, P. J.
Published in Monthly notices of the Royal Astronomical Society (21.02.2016)
Published in Monthly notices of the Royal Astronomical Society (21.02.2016)
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Journal Article
Image processing for electron microscopy single-particle analysis using XMIPP
Scheres, Sjors H W, Núñez-Ramírez, Rafael, Sorzano, Carlos O S, Carazo, José María, Marabini, Roberto
Published in Nature protocols (01.06.2008)
Published in Nature protocols (01.06.2008)
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Journal Article
Evaluating the Machine Learning Models in Predicting Intensive Care Unit Discharge for Neurosurgical Patients Undergoing Craniotomy: A Big Data Analysis
Khaniyev, Taghi, Cekic, Efecan, Koc, Muhammet Abdullah, Dogan, Ilke, Hanalioglu, Sahin
Published in Neurocritical care (01.10.2025)
Published in Neurocritical care (01.10.2025)
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Journal Article
A novel ML-MCDM-based decision support system for evaluating autonomous vehicle integration scenarios in Geneva’s public transportation
Zakeri, Shervin, Konstantas, Dimitri, Sorooshian, Shahryar, Chatterjee, Prasenjit
Published in The Artificial intelligence review (30.09.2024)
Published in The Artificial intelligence review (30.09.2024)
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Journal Article
Application of multiple machine learning algorithms for intelligent prediction of the strength of fine-grained natural soils
Khalid, Muhammad Shahroz, Rehman, Zia ur, Alshameri, Badee, Maqsood, Zain, Hussain, Fazal, Khalid, Muhammad Irslan, Arbi, Syed Jamal, Haider, Abbas
Published in Arabian journal of geosciences (01.05.2025)
Published in Arabian journal of geosciences (01.05.2025)
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Journal Article
Development and evaluation of GIS-based runoff and sediment yield watershed scale model
Yousuf, Abrar, Bhardwaj, Anil, Yousuf, Faizaan
Published in Arabian journal of geosciences (01.10.2022)
Published in Arabian journal of geosciences (01.10.2022)
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Journal Article
Application of machine-learning algorithms for tephrochronology: a case study of Plio-Quaternary volcanic fields in the South Aegean Active Volcanic Arc
Uslular, Göksu, Kıyıkçı, Fatih, Karaarslan, Enis, Kuşcu, Gonca Gençalioğlu
Published in Earth science informatics (01.06.2022)
Published in Earth science informatics (01.06.2022)
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Journal Article
Optimized machine learning-based enhanced modeling of pile bearing capacity in layered soils using random and grid search techniques
Arbi, Syed Jamal, Rehman, Zia ur, Hassan, Waqas, Khalid, Usama, Ijaz, Nauman, Maqsood, Zain, Haider, Abbas
Published in Earth science informatics (01.04.2025)
Published in Earth science informatics (01.04.2025)
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Journal Article