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Preprocessing

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

Xiaobo Yang

published 04 May 2026

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

Usman Ali, Muhammad Sufyan, Shahzad Ali, Mudassar Ahmad, Sajawal ur Rehman Khan, Naeem Raza, Jabeen Sultana, Muhammad Asif Habib

published 30 Apr 2026

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

Yifei Huang, Zhiyuan He, Cheng Ding

published 29 Apr 2026

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

Yanran Chen, Wei Zhao, Anne Breitbarth, Manuel Stoeckel, Alexander Mehler, Dominik Schlechtweg, Steffen Eger

published 28 Apr 2026

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

Md. Sifat Haque Zidan, Al Imran, Md. Kayes Mia, Muhammad Hussain, Ahmed Faizul Haque Dhrubo, Mohammad Abdul Qayum

published 24 Apr 2026

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

Chong Liu, Lei Yang, Jinmeng Lei

published 24 Apr 2026

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

Jinyoung Choi, Hankil Oh, Minkyu Ahn

published 23 Apr 2026

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

Avinash Bansal, Jan Kubíček, Shalini Garg

published 21 Apr 2026

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

Divya Kesavulu, Kannadasan R

published 21 Apr 2026

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

Thireesha Suryadevara, Naveenkumar Mahamkali, Mudassir Rafi

published 21 Apr 2026

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

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

published 20 Apr 2026

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Enhancing symbolic image classification through Gaussian copulas and optimized distinguishing points

Sri Winarni, Sapto Wahyu Indratno, Mohd Shahizan Othman, Siti Zaiton Mohd Hashim, Mohd Murtadha Mohamad, Apri Junaidi, Ebenezer Bonyah, Anindya Apriliyanti Pravitasari, Triyani Hendrawati, Irlandia Ginanjar

published 20 Apr 2026

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CDR-Net: A computerized framework to detect Alzheimer’s diseases and mild cognitive impairment

Ashik Mostafa Alvi, Siuly Siuly, Maria Cristina De-Cola, Hua Wang

published 20 Apr 2026

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