Research Unit Knowledge-based Systems
Mathematical and Computational Modelling in the Information Age
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2025 (1)
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(4)
Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion
K.M. Zielinski, L. Scabini, L.C. Ribas, N.R. da Silva, H. Beeckman, J. Verwaeren, O.M. Bruno and B. De Baets(2025) COMPUTERS AND ELECTRONICS IN AGRICULTURE. 231, 109867.
(3)
Improving deep neural network random initialization through neuronal rewiring
L. Scabini, B. De Baets and O.M. Bruno(2024) NEUROCOMPUTING. 599, 128130.
(2)
Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning
S. Borzooei, L. Scabini, G. Miranda, S. Daneshgar, L. Deblieck, P. De Langhe, O. Bruno, B. De Baets, I. Nopens and E. Torfs(2024) JOURNAL OF WATER PROCESS ENGINEERING. 64, 105692.
(1)
RADAM: Texture recognition through randomized aggregated encoding of deep activation maps
L. Scabini, K.M. Zielinski, L.C. Ribas, W.N. Gonçalves, B. De Baets and O.M. Bruno(2023) PATTERN RECOGNITION. 143, 109802.
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