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Deep learning

Application of an emotional classification model in e-commerce text based on an improved transformer model

Xuyang Wang, Yixuan Tong

published 05 Mar 2021

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Attention based GRU-LSTM for software defect prediction

Hafiz Shahbaz Munir, Shengbing Ren, Mubashar Mustafa, Chaudry Naeem Siddique, Shazib Qayyum

published 04 Mar 2021

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A fault diagnosis method based on Auxiliary Classifier Generative Adversarial Network for rolling bearing

Chunming Wu, Zhou Zeng

published 01 Mar 2021

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A natural language processing and deep learning approach to identify child abuse from pediatric electronic medical records

Akshaya V. Annapragada, Marcella M. Donaruma-Kwoh, Ananth V. Annapragada, Zbigniew A. Starosolski

published 26 Feb 2021

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Monitoring social distancing under various low light conditions with deep learning and a single motionless time of flight camera

Adina Rahim, Ayesha Maqbool, Tauseef Rana

published 25 Feb 2021

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A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis

Furqan Rustam, Madiha Khalid, Waqar Aslam, Vaibhav Rupapara, Arif Mehmood, Gyu Sang Choi

published 25 Feb 2021

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SOM-LWL method for identification of COVID-19 on chest X-rays

Ahmed Hamza Osman, Hani Moetque Aljahdali, Sultan Menwer Altarrazi, Ali Ahmed

published 24 Feb 2021

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Identification of RNA pseudouridine sites using deep learning approaches

Abu Zahid Bin Aziz, Md. Al Mehedi Hasan, Jungpil Shin

published 23 Feb 2021

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Tracking individual honeybees among wildflower clusters with computer vision-facilitated pollinator monitoring

Malika Nisal Ratnayake, Adrian G. Dyer, Alan Dorin

published 11 Feb 2021

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Is it feasible to detect FLOSS version release events from textual messages? A case study on Stack Overflow

Artur Sokolovsky, Thomas Gross, Jaume Bacardit

published 04 Feb 2021

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Deep learning framework for subject-independent emotion detection using wireless signals

Ahsan Noor Khan, Achintha Avin Ihalage, Yihan Ma, Baiyang Liu, Yujie Liu, Yang Hao

published 03 Feb 2021

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TEM image restoration from fast image streams

Håkan Wieslander, Carolina Wählby, Ida-Maria Sintorn

published 01 Feb 2021

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Evaluating Deep Learning models for predicting ALK-5 inhibition

Gabriel Z. Espinoza, Rafaela M. Angelo, Patricia R. Oliveira, Kathia M. Honorio

published 28 Jan 2021

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