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Machine learning

SCGAN-generated skin-tone-balanced extension of the HAM10000 dataset for fairer dermatological AI

Safrina Kabir

Classification of mushrooms based on AWPF-ResNet18

Xinhai Zhao, Hanchen Lin, Yongmin Guo, Ning Sun

Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging

Tingshan Liu, Jayanta Dey, [ ... ], Joshua T. Vogelstein

LungNet: Leveraging state-space models with SE-enhanced skip connections for precise CT-based lung lesion segmentation

Fei Mi, Yuan Xu, Shuanghong Mi

Mukara: A deep learning alternative to the four-step travel demand model with a case study on interurban highway traffic prediction in the UK

Yue Li, Shujuan Chen, Ying Jin

upsML: A high-accuracy machine learning classifier for predicting Plasmodium falciparum var gene upstream groups

Elcid Aaron Pangilinan, Mathieu Quenu, Antoine Claessens, Thomas D. Otto

A deep reinforcement based echo state network for network intrusion classification

Khorshed Alam, Mahbubul Haq Bhuiyan, Dewan Md. Farid

Revisiting co-expression-based automated function prediction in yeast with neural networks and updated Gene Ontology annotations

Cole E. McGuire, Matthew A. Hibbs

CrackNet: A novel multi-scale architecture for crack segmentation

Wubiao Zhu, Mengcai Ye, [ ... ], Ruibing Xie

A method for recognizing positive and negative electrodes of buzzer circuit board based on machine vision

Xiaoyang Liu, Cheng Wang, [ ... ], Qianheng Ding

Auto-assessment of assessment: A human-in-the-loop AI framework addressing policy gaps in academic assessment

Wasiq Khan, Luke Topham, [ ... ], Abir Hussain

Data compression of Bridge Resilience Control: Algorithm and case analysis

Ming Chen

Deep learning-based gait phase detection using shank-mounted IMU data: Classification approach

Wonseok Choi, Mun-Taek Choi

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