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Deep learning

Travel pattern-based bus trip origin-destination estimation using smart card data

Inmook Lee, Shin-Hyung Cho, [ ... ], Dong-Kyu Kim

Pathway importance by graph convolutional network and Shapley additive explanations in gene expression phenotype of diffuse large B-cell lymphoma

Jin Hayakawa, Tomohisa Seki, Yoshimasa Kawazoe, Kazuhiko Ohe

Vowel speech recognition from rat electroencephalography using long short-term memory neural network

Jinsil Ham, Hyun-Joon Yoo, Jongin Kim, Boreom Lee

Data-informed deep optimization

Lulu Zhang, Zhi-Qin John Xu, Yaoyu Zhang

A construction heuristic for the capacitated Steiner tree problem

Simon Van den Eynde, Pieter Audenaert, Didier Colle, Mario Pickavet

Multi-scale ResNet and BiGRU automatic sleep staging based on attention mechanism

Changyuan Liu, Yunfu Yin, Yuhan Sun, Okan K. Ersoy

MP-Net: Deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams

Ho-min Park, Sanghyeon Park, [ ... ], Wesley De Neve

Deep learning for behaviour classification in a preclinical brain injury model

Lucas Teoh, Achintha Avin Ihalage, [ ... ], Yang Hao

Simultaneous prediction of antibody backbone and side-chain conformations with deep learning

Deniz Akpinaroglu, Jeffrey A. Ruffolo, Sai Pooja Mahajan, Jeffrey J. Gray

Cash stock strategies during regular and COVID-19 periods for bank branches by deep learning

Chattriya Jariyavajee, Taninnuch Lamjiak, [ ... ], Booncharoen Sirinaovakul

Deep learning exoplanets detection by combining real and synthetic data

Sara Cuéllar, Paulo Granados, [ ... ], Gonzalo Farias

Improving object detection quality with structural constraints

Zihao Rong, Shaofan Wang, Dehui Kong, Baocai Yin

Deep learning kidney segmentation with very limited training data using a cascaded convolution neural network

Junyu Guo, Ayobami Odu, Ivan Pedrosa

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