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Explainable deep learning techniques for wind speed forecasting in coastal areas: Integrating model configuration, regularization, early stopping, and SHAP analysis
LADOS: Aerial Imagery Dataset for Oil Spill Detection, Classification, and Localization Using Semantic Segmentation
Konstantinos Gkountakos, Maria Melitou, Konstantinos Ioannidis, Konstantinos Demestichas, Stefanos Vrochidis and Ioannis Kompatsiaris Data 10(7) 117 (2025) https://doi.org/10.3390/data10070117
Data-Driven Fouling Detection in Refinery Preheat Train Heat Exchangers Using Neural Networks and Gradient Boosting
Development of a Tractor Hydrostatic Transmission Efficiency Prediction Model Using Novel Hybrid Deep Kernel Learning and Residual Radial Basis Function Interpolator Model
Poultry perfection — Comparison of computer vision models to detect and classify poultry products in a production setting
Daniel Einsiedel, Marco Vita, Dana Jox, Bertus Dunnewind, Johan Meulendijks and Christian Krupitzer Applied Food Research 5(2) 101528 (2025) https://doi.org/10.1016/j.afres.2025.101528
Titanium Dioxide Content Soft Sensor Development for Pilot‐Scale Ilmenite Electric Arc Furnace Using BiLSTM and BiGRU Recurrent Neural Networks
Antony Gareau‐Lajoie, Djogap F. Chrysler J, Daniel Rodrigues, Marie‐Ève Gosselin and Moncef Chioua Journal of Advanced Manufacturing and Processing 7(4) (2025) https://doi.org/10.1002/amp2.70048
Intelligent Sorting of Pecan Shelled Products Using Hyperspectral Fingerprints and Deep Learning
SubNExT: Towards accurate, efficient and robust gene expression classification for breast cancer subtyping
Karl Paygambar, Roude Jean-Marie, Mallek Mziou-Sallami and Vincent Meyer Computational and Structural Biotechnology Journal (2025) https://doi.org/10.1016/j.csbj.2025.12.027
Lightweight deep learning system for infant-cry recognition with real-time notification in resource-constrained environments
Héritier Nsenge Mpia, Muyisa Mumbere Kavalami, Grâce Kasereka Lusenge, Kakule Pascal Ushindi, Dieu-Donné Kambale Kyalengekania and Olivier Muzembe Ciswaka Machine Learning with Applications 22 100791 (2025) https://doi.org/10.1016/j.mlwa.2025.100791
X-HEART: eXplainable heterogeneous log anomaly detection using robust transformers
The preliminary assessment of using the artificial neural networks to diagnose ketosis in Polish Red cattle based on β-hydroxybutyric acid and haematological parameters