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Machine learning

The predictive skill of convolutional neural networks models for disease forecasting

Kookjin Lee, Jaideep Ray, Cosmin Safta

published 09 Jul 2021

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Addressing cluster-constant covariates in mixed effects models via likelihood-based boosting techniques

Colin Griesbach, Andreas Groll, Elisabeth Bergherr

published 09 Jul 2021

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Exploration of physiological sensors, features, and machine learning models for pain intensity estimation

Fatemeh Pouromran, Srinivasan Radhakrishnan, Sagar Kamarthi

published 09 Jul 2021

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Fine-grained classification based on multi-scale pyramid convolution networks

Gaihua Wang, Lei Cheng, Jinheng Lin, Yingying Dai, Tianlun Zhang

published 09 Jul 2021

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Text classification to streamline online wildlife trade analyses

Oliver C. Stringham, Stephanie Moncayo, Katherine G. W. Hill, Adam Toomes, Lewis Mitchell, Joshua V. Ross, Phillip Cassey

published 09 Jul 2021

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Predictions from algorithmic modeling result in better decisions than from data modeling for soybean iron deficiency chlorosis

Zhanyou Xu, Andreomar Kurek, Steven B. Cannon, William D. Beavis

published 09 Jul 2021

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Multiple imputation with compatibility for high-dimensional data

Faisal Maqbool Zahid, Shahla Faisal, Christian Heumann

published 08 Jul 2021

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Mapping urban greenspace use from mobile phone GPS data

Meghann Mears, Paul Brindley, Paul Barrows, Miles Richardson, Ravi Maheswaran

published 07 Jul 2021

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A simple and robust method for automating analysis of naïve and regenerating peripheral nerves

Alison L. Wong, Nicholas Hricz, Harsha Malapati, Nicholas von Guionneau, Michael Wong, Thomas Harris, Mathieu Boudreau, Julien Cohen-Adad, Sami Tuffaha

published 07 Jul 2021

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Classification of masked image data

Kamila Lis, Mateusz Koryciński, Konrad A. Ciecierski

published 06 Jul 2021

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A machine learning based exploration of COVID-19 mortality risk

Mahdi Mahdavi, Hadi Choubdar, Erfan Zabeh, Michael Rieder, Safieddin Safavi-Naeini, Zsolt Jobbagy, Amirata Ghorbani, Atefeh Abedini, Arda Kiani, Vida Khanlarzadeh, Reza Lashgari, Ehsan Kamrani

published 02 Jul 2021

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Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—HF_Lung_V1

Fu-Shun Hsu, Shang-Ran Huang, Chien-Wen Huang, Chao-Jung Huang, Yuan-Ren Cheng, Chun-Chieh Chen, Jack Hsiao, Chung-Wei Chen, Li-Chin Chen, Yen-Chun Lai, Bi-Fang Hsu, Nian-Jhen Lin, Wan-Ling Tsai, Yi-Lin Wu, Tzu-Ling Tseng, Ching-Ting Tseng, Yi-Tsun Chen, Feipei Lai

published 01 Jul 2021

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Heart rate variability analysis for the assessment of immersive emotional arousal using virtual reality: Comparing real and virtual scenarios

Javier Marín-Morales, Juan Luis Higuera-Trujillo, Jaime Guixeres, Carmen Llinares, Mariano Alcañiz, Gaetano Valenza

published 01 Jul 2021

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