Sledovat
Guido Bologna
Guido Bologna
University of Applied Sciences and Arts of Western Switzerland, Geneva.
E-mailová adresa ověřena na: hesge.ch
Název
Citace
Citace
Rok
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
JM Górriz, J Ramírez, A Ortíz, FJ Martinez-Murcia, F Segovia, J Suckling, ...
Neurocomputing 410, 237-270, 2020
3042020
N‐Terminal myristoylation predictions by ensembles of neural networks
G Bologna, C Yvon, S Duvaud, AL Veuthey
Proteomics 4 (6), 1626-1632, 2004
2442004
Computational approaches to explainable artificial intelligence: advances in theory, applications and trends
JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ...
Information Fusion 100, 101945, 2023
1212023
Characterization of symbolic rules embedded in deep DIMLP networks: a challenge to transparency of deep learning
G Bologna, Y Hayashi
Journal of Artificial Intelligence and Soft Computing Research 7 (4), 265-286, 2017
1022017
A comparison study on protein fold recognition
G Bologna, RD Appel
Proceedings of the 9th International Conference on Neural Information …, 2002
712002
A model for single and multiple knowledge based networks
G Bologna
Artificial Intelligence in Medicine 28 (2), 141-163, 2003
652003
Is it worth generating rules from neural network ensembles?
G Bologna
Journal of Applied Logic 2 (3), 325-348, 2004
632004
Image and video processing for visually handicapped people
T Pun, P Roth, G Bologna, K Moustakas, D Tzovaras
EURASIP Journal on Image and Video Processing 2007, 1-12, 2008
622008
Transforming 3D coloured pixels into musical instrument notes for vision substitution applications
G Bologna, B Deville, T Pun, M Vinckenbosch
EURASIP Journal on Image and Video Processing 2007, 1-14, 2007
612007
A comparison study on rule extraction from neural network ensembles, boosted shallow trees, and SVMs
G Bologna, Y Hayashi
Applied computational intelligence and soft computing 2018 (1), 4084850, 2018
532018
On the use of the auditory pathway to represent image scenes in real-time
G Bologna, B Deville, T Pun
Neurocomputing 72 (4-6), 839-849, 2009
472009
A simple convolutional neural network with rule extraction
G Bologna
Applied Sciences 9 (12), 2411, 2019
362019
Rule extraction from a multilayer perceptron with staircase activation functions
G Bologna
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
352000
Symbolic rule extraction from the DIMLP neural network
G Bologna
International Workshop on Hybrid Neural Systems, 240-254, 1998
351998
A study on rule extraction from several combined neural networks
G Bologna
International journal of neural systems 11 (03), 247-255, 2001
342001
Blind navigation along a sinuous path by means of the See ColOr interface
G Bologna, B Deville, T Pun
International Work-Conference on the Interplay Between Natural and …, 2009
332009
Recursive-rule extraction algorithm with J48graft and applications to generating credit scores
Y Hayashi, Y Tanaka, T Takagi, T Saito, H Iiduka, H Kikuchi, G Bologna, ...
Journal of artificial intelligence and soft computing research, 2016
322016
Three medical examples in neural network rule extraction
G Bologna, C Pellegrini
Physica Medica 13, 183-187, 1997
311997
Lessons from past, current issues, and future research directions in extracting the knowledge embedded in artificial neural networks
AB Tickle, F Maire, G Bologna, R Andrews, J Diederich
Hybrid neural systems, 226-239, 2000
302000
QSVM: A support vector machine for rule extraction
G Bologna, Y Hayashi
Advances in Computational Intelligence: 13th International Work-Conference …, 2015
242015
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Články 1–20