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Preprocessing

Hybrid attention-based multi-class classification of Ethiopian legal texts using deep learning

Amlakie Aschale Alemu, Malefia Demilie Melese, Daniel Arega Mengesha, Misganaw Aguate Widneh

A modular deep learning architecture for interpretable disease prediction across tabular clinical and biometric datasets

Vijay U. Rathod, Siddhesh Sanjay Amrutkar, [ ... ], Melkamu Workie Kebede

Reducing annotation burden in medical imaging with ADGNET: A semi-supervised deep learning strategy

Xiaobo Yang

A robust multi-location evaluation of a machine learning framework for wind power forecasting

Usman Ali, Muhammad Sufyan, [ ... ], Muhammad Asif Habib

A GNN-based approach for accurate trade balance forecasting and interpretable analysis

Yifei Huang, Zhiyuan He, Cheng Ding

Syntactic language change in English and German: Metrics, parsers, and convergences

Yanran Chen, Wei Zhao, [ ... ], Steffen Eger

PlantaNet and PlantaNetLite: Efficient and explainable multi-crop plant disease classification via transformer benchmarking and custom lightweight CNNs

Md. Sifat Haque Zidan, Al Imran, [ ... ], Mohammad Abdul Qayum

CMAP-Fusion: A cross-modal feature selection and model pruning framework for laboratory and imaging data

Chong Liu, Lei Yang, Jinmeng Lei

Neural network architectures and normalization techniques for automated sleep stage classification using rodent EEG and EMG signals

Jinyoung Choi, Hankil Oh, Minkyu Ahn

Controlled comparative study of YOLOv8-Pose, YOLOv11-Pose, and Detectron2 for vertebrae detection and keypoint estimation

Avinash Bansal, Jan Kubíček, Shalini Garg

A hybrid CNN-XLSTM-GRU deep learning model with autoencoder-based feature selection for hypothyroidism diagnosis

Divya Kesavulu, Kannadasan R

LHW-Net: An ensemble-based machine learning framework for brain tumor classification

Thireesha Suryadevara, Naveenkumar Mahamkali, Mudassir Rafi

A cross-dataset harmonized intrusion detection framework with statistically validated multi-model learning

Shailendra Mishra, Naif S. Alshammari, Hashim Hussain, Ruba Ahmed Alfahidah

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