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Artificial neural networks

Machine learning in epidemiology: Neural networks forecasting of monkeypox cases

Lulah Alnaji

published 01 May 2024

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Enhancing the control of doubly fed induction generators using artificial neural networks in the presence of real wind profiles

Chaimae Dardabi, Abdelouahed Djebli, Hamid Chojaa, Hadoun Aziz, Abderrahman Mouradi, Mahmoud A. Mossa, Almoataz Y. Abdelaziz, Thamer A. H. Alghamdi

published 17 Apr 2024

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The rectangular tile classification model based on Sentinel integrated images enhances grassland mapping accuracy: A case study in Ordos, China

Fuchen Guo, Liangxin Fan, Weinan Chen, Dongyang Xiao, Haipeng Niu

published 16 Apr 2024

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The limitations of automatically generated curricula for continual learning

Anna Kravchenko, Rhodri Cusack

published 16 Apr 2024

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Machine learning for prediction of acute kidney injury in patients diagnosed with sepsis in critical care

Jianshan Shi, Huirui Han, Song Chen, Wei Liu, Yanfen Li

published 11 Apr 2024

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Predictive models for short-term load forecasting in the UK’s electrical grid

Yusuf A. Sha’aban

published 04 Apr 2024

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Modeling the influence of lime on the unconfined compressive strength of reconstituted graded soil using advanced machine learning approaches for subgrade and liner applications

Xinghuang Guo, Cesar Garcia, Alexis Ivan Andrade Valle, Kennedy Onyelowe, Andrea Natali Zarate Villacres, Ahmed M. Ebid, Shadi Hanandeh

published 02 Apr 2024

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Assessing SOFA score trajectories in sepsis using machine learning: A pragmatic approach to improve the accuracy of mortality prediction

Lars Palmowski, Hartmuth Nowak, Andrea Witowski, Björn Koos, Alexander Wolf, Maike Weber, Daniel Kleefisch, Matthias Unterberg, Helge Haberl, Alexander von Busch, Christian Ertmer, Alexander Zarbock, Christian Bode, Christian Putensen, Ulrich Limper, Frank Wappler, Thomas Köhler, Dietrich Henzler, Daniel Oswald, Björn Ellger, Stefan F. Ehrentraut, Lars Bergmann, Katharina Rump, Dominik Ziehe, Nina Babel, Barbara Sitek, Katrin Marcus, Ulrich H. Frey, Patrick J. Thoral, Michael Adamzik, Martin Eisenacher, Tim Rahmel, on behalf of the SepsisDataNet.NRW research group

published 28 Mar 2024

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Multi-scale object detection in UAV images based on adaptive feature fusion

Siqi Tan, Zhijian Duan, Longzhong Pu

published 27 Mar 2024

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Hybrid optimization algorithm for enhanced performance and security of counter-flow shell and tube heat exchangers

Ajmeera Kiran, Ch Nagaraju, J. Chinna Babu, B Venkatesh, Adarsh Kumar, Surbhi Bhatia Khan, Abdullah Albuali, Shakila Basheer

published 25 Mar 2024

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Combined use of principal component analysis/multiple linear regression analysis and artificial neural network to assess the impact of meteorological parameters on fluctuation of selected PM_2.5-bound elements

Siwatt Pongpiachan, Qiyuan Wang, Ronbanchob Apiratikul, Danai Tipmanee, Li Li, Li Xing, Xingli Mao, Guohui Li, Yongming Han, Junji Cao, Vanisa Surapipith, Aekkapol Aekakkararungroj, Saran Poshyachinda

published 20 Mar 2024

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Optimizing strength of directly recycled aluminum chip-based parts through a hybrid RSM-GA-ANN approach in sustainable hot forging

Yahya M. Altharan, Shazarel Shamsudin, Mohd Amri Lajis, Sami Al-Alimi, Nur Kamilah Yusuf, Nayef Abdulwahab Mohammed Alduais, Atef M. Ghaleb, Wenbin Zhou

published 14 Mar 2024

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Machine learning algorithm for ventilator mode selection, pressure and volume control

Anitha T., Gopu G., Arun Mozhi Devan P., Maher Assaad

published 13 Mar 2024

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