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Preprocessing

A novel hybrid model for identifying the most informative instances for improving text data classification

Amira Abdelwahab, Mohamed Salama

published 10 Aug 2026

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FedMamba-IoMT: Federated state space models with differential privacy and byzantine resilience for privacy-preserving intrusion detection in Internet of Medical Things

Yasser Mohammad Al-Sharo, Mohammed Tawfik, Ali Mansour Almadani, Amr H. Abdelhaliem, Islam S. Fathi, Gaber Hassan

published 10 Aug 2026

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Self-reported binary gender prediction from personality traits: Alignment between machine learning importance and classical effect sizes

Heeseung Cho, Yiyu Chen, Christian Wallraven

published 07 Aug 2026

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A cross-domain deep learning framework for remaining useful life prediction in industrial applications

Sudip Saha, Muhammad Arslan Pervaiz, Muhammad Safwat Rahman, Rokibul Hasan, Ashifur Rahman

published 31 Jul 2026

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Deep learning architectures for EEG-based classification of Dravet syndrome: A comparative study of pre-trained and non-pretrained hybrid CNN-LSTM models

Sikandar Hussain, Soyiba Jawed, Ali Mir, Mona Ibrahim Ali, Raidah Al-Baradie, Norah Alaqili, Eman Mohammed Nassim Ali, Shahid Bashir

published 31 Jul 2026

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A computer vision-based approach for automatically extracting data from bar chart raster images to facilitate meta-analysis of biomedical literature

Alexander Cardaras, Seungjun Kim, Ye Yuan, Itamar Livnat, Ryan T. Yanagihara, Rosita Saul, Gabrielle Montes De Oca, Kai Zheng, Andrew W. Browne

published 31 Jul 2026

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From manual counting to YOLO: Using computer vision to automate large-scale fecundity assays in C. elegans

Linyao Peng, Hongyi Shui, Anne Nicole Janisch, Sarah Dede Hesse, Victoria Kathleen Feist, Amanda Kyle Gibson

published 30 Jul 2026

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Event detection via graph convolutional networks for multi-source multimodal integration

Quanlong Fan, Gang Xu, Yunge Wang, Mengke Wu

published 29 Jul 2026

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GridCL for fine-grained load profiling in smart grids under limited labels

Ling Zhang, Jia Wang, Wenhua Zhang, Ke Li, Daizhou Yao, Bowei Yang, Xingsi Ke, Hong Zhao, Yumin Yao

published 28 Jul 2026

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Artificial intelligence for early detection of diabetic retinopathy: A vision transformer-based approach

Asma ElAdel, Imen Filali, Mourad Zaied

published 27 Jul 2026

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Binary image acquisition and texture parameter calculation of asphalt pavement based on a U-Net model

Fengwei An, Haoran Jiang, Yulong Zhao, Lei Fang, Shujing Dong, Wenpeng Du, Guohua Wu, Wei Liu, Zhenglong Lv, Hao Liang

published 22 Jul 2026

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AgriOptNet: A hybrid optimization and lightweight deep learning framework for soil texture classification and crop recommendation based on nutrition

Latha Reddy N, Gopinath M.P

published 22 Jul 2026

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Sequence-robust MRI asymmetry measures for the detection of anoperineal lesions in Crohn’s disease on axial pelvic MRI scans

Corentin Lucas, Myriam Bontonou, Marc Aubry, Eric Ogier-Denis, Guillaume Bouguen, Emmanuelle Becker, Yann Le Cunff

published 21 Jul 2026

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