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Guido Bologna
Guido Bologna
University of Applied Sciences and Arts of Western Switzerland, Geneva.
Verified email at hesge.ch
Title
Cited by
Cited by
Year
N‐Terminal myristoylation predictions by ensembles of neural networks
G Bologna, C Yvon, S Duvaud, AL Veuthey
Proteomics 4 (6), 1626-1632, 2004
2402004
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
1702020
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
952017
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
632003
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
Is it worth generating rules from neural network ensembles?
G Bologna
Journal of Applied Logic 2 (3), 325-348, 2004
582004
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
492009
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, 1-20, 2018
422018
Rule extraction from a multilayer perceptron with staircase activation functions
G Bologna
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
362000
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
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
312001
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 6 (1), 35-44, 2016
302016
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
302009
Three medical examples in neural network rule extraction
G Bologna, C Pellegrini
Physica Medica 13 (1), 183-187, 1997
291997
A simple convolutional neural network with rule extraction
G Bologna
Applied Sciences 9 (12), 2411, 2019
282019
A study on rule extraction from neural networks applied to medical databases
G Bologna
The 4th European Conference on Principles and Practice of Knowledge …, 2000
242000
Sonification of colour and depth in a mobility aid for blind people
T Pun, B Deville, G Bologna
Georgia Institute of Technology, 2010
232010
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