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Deep learning

A novel hybrid optimization enabled robust CNN algorithm for an IoT network intrusion detection approach

Ahmed Bahaa, Abdalla Sayed, Laila Elfangary, Hanan Fahmy

published 01 Dec 2022

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Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane, Achraf Bouaoune, Reda Tighilt, Moloud Abdar, Alix Boc, Etienne Lord, Nadia Tahiri, Bogdan Mazoure, U. Rajendra Acharya, Vladimir Makarenkov

published 01 Dec 2022

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

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

published 01 Dec 2022

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

Maofa Wang, Baochun Qiu, Zefei Zhu, Li Ma, Chuanping Zhou

published 01 Dec 2022

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

Tim Scherr, Johannes Seiffarth, Bastian Wollenhaupt, Oliver Neumann, Marcel P. Schilling, Dietrich Kohlheyer, Hanno Scharr, Katharina Nöh, Ralf Mikut

published 29 Nov 2022

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

Peter Udo Diehl, Leifur Thorbergsson, Yosef Singer, Vladislav Skripniuk, Annett Pudszuhn, Veit M. Hofmann, Elias Sprengel, Paul Meyer-Rachner

published 28 Nov 2022

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

Ruochen Liu, Song Gao, Hengsheng Zhang, Simin Wang, Lun Zhou, Jiaming Liu

published 23 Nov 2022

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

Jaewon Chung, Beakcheol Jang

published 23 Nov 2022

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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

published 23 Nov 2022

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

Jiyun Yang, Zhibo Zhang, Heng Zhang, JiaWen Fan

published 23 Nov 2022

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

Qiang Zhai, Chun Ye, Shuang Li, Jizhong Liu, Zhiming Guo, Ruzhi Chang, Jing Hua

published 22 Nov 2022

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

Lucy Nwosu, Xiangfang Li, Lijun Qian, Seungchan Kim, Xishuang Dong

published 16 Nov 2022

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A novel hybrid transformer-CNN architecture for environmental microorganism classification

Ran Shao, Xiao-Jun Bi, Zheng Chen

published 11 Nov 2022

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