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Machine learning

Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging

Gizem Dursun, Dunja Bijelić, Neşe Ayşit, Burcu Kurt Vatandaşlar, Lidija Radenović, Abdulkerim Çapar, Bilal Ersen Kerman, Pavle R. Andjus, Andrej Korenić, Ufuk Özkaya

published 06 Feb 2023

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Fast detection of dam zone boundary based on Otsu thresholding optimized by enhanced harris hawks optimization

Xiaofeng Qu, Jiajun Wang, Xiaoling Wang, Yike Hu, Tianwen Tan, Dong Kang

published 06 Feb 2023

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scAEGAN: Unification of single-cell genomics data by adversarial learning of latent space correspondences

Sumeer Ahmad Khan, Robert Lehmann, Xabier Martinez-de-Morentin, Alberto Maillo, Vincenzo Lagani, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegner

published 03 Feb 2023

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Describing movement learning using metric learning

Antoine Loriette, Wanyu Liu, Frédéric Bevilacqua, Baptiste Caramiaux

published 03 Feb 2023

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4E analysis of a two-stage refrigeration system through surrogate models based on response surface methods and hybrid grey wolf optimizer

Rasel Ahmed, Shuhaimi Mahadzir, Adrián Mota-Babiloni, Md Al-Amin, Abdullah Yousuf Usmani, Zaid Ashraf Rana, Hayati Yassin, Saboor Shaik, Fayaz Hussain

published 03 Feb 2023

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Long short term memory deep net performance on fused Planet-Scope and Sentinel-2 imagery for detection of agricultural crop

Touseef Ur Rehman, Maaz Alam, Nasru Minallah, Waleed Khan, Jaroslav Frnda, Shawal Mushtaq, Muhammad Ajmal

published 03 Feb 2023

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Exploring facial expressions and action unit domains for Parkinson detection

Luis F. Gomez, Aythami Morales, Julian Fierrez, Juan Rafael Orozco-Arroyave

published 02 Feb 2023

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Truth or lie: Exploring the language of deception

Justyna Sarzynska-Wawer, Aleksandra Pawlak, Julia Szymanowska, Krzysztof Hanusz, Aleksander Wawer

published 02 Feb 2023

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Underwater low-light enhancement network based on bright channel prior and attention mechanism

Zhangjing Zheng, Xixia Huang, Le Wang

published 02 Feb 2023

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Machine learning based classification of mitochondrial morphologies from fluorescence microscopy images of Toxoplasma gondii cysts

Brooke C. Place, Cortni A. Troublefield, Robert D. Murphy, Anthony P. Sinai, Abhijit R. Patwardhan

published 02 Feb 2023

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Forecasting shipping index using CEEMD-PSO-BiLSTM model

Chengang Li, Xuan Wang, Yongxiang Hu, Ying Yan, Han Jin, Guofei Shang

published 02 Feb 2023

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Predicting physician departure with machine learning on EHR use patterns: A longitudinal cohort from a large multi-specialty ambulatory practice

Kevin Lopez, Huan Li, Hyung Paek, Brian Williams, Bidisha Nath, Edward R. Melnick, Andrew J. Loza

published 01 Feb 2023

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A city-wide examination of fine-grained human emotions through social media analysis

Panote Siriaraya, Yihong Zhang, Yukiko Kawai, Peter Jeszenszky, Adam Jatowt

published 01 Feb 2023

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