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Deep learning

Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane, Achraf Bouaoune, [ ... ], Vladimir Makarenkov

An attention-based recurrent learning model for short-term travel time prediction

Jawad-ur-Rehman Chughtai, Irfan Ul Haq, Muhammad Muneeb

Passive tracking of underwater acoustic targets based on multi-beam LOFAR and deep learning

Maofa Wang, Baochun Qiu, [ ... ], Chuanping Zhou

microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation

Tim Scherr, Johannes Seiffarth, [ ... ], Ralf Mikut

Non-intrusive deep learning-based computational speech metrics with high-accuracy across a wide range of acoustic scenes

Peter Udo Diehl, Leifur Thorbergsson, [ ... ], Paul Meyer-Rachner

MTNet: A combined diagnosis algorithm of vessel segmentation and diabetic retinopathy for retinal images

Ruochen Liu, Song Gao, [ ... ], Jiaming Liu

Accurate prediction of electricity consumption using a hybrid CNN-LSTM model based on multivariable data

Jaewon Chung, Beakcheol Jang

When less is more powerful: Shapley value attributed ablation with augmented learning for practical time series sensor data classification

Arijit Ukil, Leandro Marin, Antonio J. Jara

Android malware detection method based on highly distinguishable static features and DenseNet

Jiyun Yang, Zhibo Zhang, Heng Zhang, JiaWen Fan

Rice nitrogen nutrition monitoring classification method based on the convolution neural network model: Direct detection of rice nitrogen nutritional status

Qiang Zhai, Chun Ye, [ ... ], Jing Hua

Calibrated bagging deep learning for image semantic segmentation: A case study on COVID-19 chest X-ray image

Lucy Nwosu, Xiangfang Li, [ ... ], Xishuang Dong

A novel hybrid transformer-CNN architecture for environmental microorganism classification

Ran Shao, Xiao-Jun Bi, Zheng Chen

Explaining predictive factors in patient pathways using autoencoders

Hugo De Oliveira, Prodel Martin, [ ... ], Xie Xiaolan

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