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Machine learning

Food anaphylaxis diagnostic marker compilation in machine learning design and validation

Inderpal S. Randhawa, Kirill Groshenkov, Grigori Sigalov

published 05 Apr 2023

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Identification of Crown of Thorns Starfish (COTS) using Convolutional Neural Network (CNN) and attention model

Maleika Heenaye- Mamode Khan, Anjana Makoonlall, Nadeem Nazurally, Zahra Mungloo- Dilmohamud

published 05 Apr 2023

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Comparing machine learning methods for predicting land development intensity

Guanhai Gu, Bin Wu, Wenzhu Zhang, Rucheng Lu, Xiaoling Feng, Wenhui Liao, Caiping Pang, Shengquan Lu

published 05 Apr 2023

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Expected goals in football: Improving model performance and demonstrating value

James Mead, Anthony O’Hare, Paul McMenemy

published 05 Apr 2023

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ECG signal classification in wearable devices based on compressed domain

Jing Hua, Binbin Chu, Jiawen Zou, Jing Jia

published 04 Apr 2023

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High-resolution rural poverty mapping in Pakistan with ensemble deep learning

Felix S. K. Agyemang, Rashid Memon, Levi John Wolf, Sean Fox

published 04 Apr 2023

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No ground truth? No problem: Improving administrative data linking using active learning and a little bit of guile

Sarah Tahamont, Zubin Jelveh, Melissa McNeill, Shi Yan, Aaron Chalfin, Benjamin Hansen

published 04 Apr 2023

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BCR-Net: A deep learning framework to predict breast cancer recurrence from histopathology images

Ziyu Su, Muhammad Khalid Khan Niazi, Thomas E. Tavolara, Shuo Niu, Gary H. Tozbikian, Robert Wesolowski, Metin N. Gurcan

published 04 Apr 2023

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A general algorithm for error-in-variables regression modelling using Monte Carlo expectation maximization

Jakub Stoklosa, Wen-Han Hwang, David I. Warton

published 03 Apr 2023

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Prediction and visualization of Mergers and Acquisitions using Economic Complexity

Lorenzo Arsini, Matteo Straccamore, Andrea Zaccaria

published 03 Apr 2023

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Preterm birth and maternal heart disease: A machine learning analysis using the Korean national health insurance database

Jue Seong Lee, Eun-Saem Choi, Yujin Hwang, Kwang-Sig Lee, Ki Hoon Ahn

published 31 Mar 2023

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Synthesis of large scale 3D microscopic images of 3D cell cultures for training and benchmarking

Roman Bruch, Florian Keller, Moritz Böhland, Mario Vitacolonna, Lukas Klinger, Rüdiger Rudolf, Markus Reischl

published 31 Mar 2023

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Precision agricultural robotic sprayer with real-time Tobacco recognition and spraying system based on deep learning

Fazal E. Nasir, Muhammad Tufail, Muhammad Haris, Jamshed Iqbal, Said Khan, Muhammad Tahir Khan

published 31 Mar 2023

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