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Preprocessing

Reservoir computing for network intrusion classification

Khorshed Alam, Mahbubul Haq Bhuiyan, [ ... ], Dewan Md. Farid

A comparative analysis of topic modelling techniques for the thematic analysis of student feedback

Neha Kardam, Denise Wilson

A hybrid mamba-transformer architecture fusing clinical and genetic features for gestational diabetes mellitus prediction

Ji Huang, Wenbing Shi, [ ... ], Qianwen Li

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

Amira Abdelwahab, Mohamed Salama

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, [ ... ], Gaber Hassan

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

Heeseung Cho, Yiyu Chen, Christian Wallraven

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

Sudip Saha, Muhammad Arslan Pervaiz, [ ... ], Ashifur Rahman

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, [ ... ], Shahid Bashir

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, [ ... ], Andrew W. Browne

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

Linyao Peng, Hongyi Shui, [ ... ], Amanda Kyle Gibson

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

Quanlong Fan, Gang Xu, Yunge Wang, Mengke Wu

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

Ling Zhang, Jia Wang, [ ... ], Yumin Yao

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

Asma ElAdel, Imen Filali, Mourad Zaied

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