Guido Bologna

Cited by

	All	Since 2019
Citations	1849	896
h-index	22	15
i10-index	40	21

220

110

165

19981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202415 5 17 22 14 10 35 32 31 35 38 52 50 70 47 82 87 74 67 74 84 95 124 139 164 153 215

Public access

View all

6 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Thierry PunProfessor of Computer Science, Univ of Geneva, SwitzerlandVerified email at unige.ch
Yoichi HayashiHead of AI Lab., Professor of Computer Science, Meiji UniversityVerified email at cs.meiji.ac.jp
Viviana L. Weiss V.Computer Science Dpt, Univ of Geneva, SwitzerlandVerified email at unige.ch
Frederic MaireSenior Lecturer in Robotics, Queensland University of TechnologyVerified email at qut.edu.au
Robert AndrewsSenior Research Fellow, Queensland University of TechnologyVerified email at qut.edu.au
Joachim DiederichUniversity of QueenslandVerified email at uq.edu.au
Konstantinos MoustakasProfessor, University of Patras, Electrical and Computer Engineering DepartmentVerified email at upatras.gr
Dimitrios TzovarasInformation Technologies InstituteVerified email at iti.gr
Sushmita MitraProfessor, Machine Intelligence Unit, Indian Statistical Institute, KolkataVerified email at isical.ac.in
Hiroaki KikuchiProfessor, Meiji UniversityVerified email at meiji.ac.jp
Takamichi SaitoMeiji UniversityVerified email at saitolab.org
Hideaki IidukaMeiji UniversityVerified email at cs.meiji.ac.jp
Ron D. AppelFormer Executive Director, SIB Swiss Institute of BioinformaticsVerified email at sib.swiss
Amos BairochEmeritus professor at the University of Geneva & group leader, SIB Swiss Institute of BioinformaticsVerified email at sib.swiss
Marco PagniVitaI-IT group, SIB Swiss Institute of BioinformaticsVerified email at sib.swiss
Lydie LaneFaculty of medicine, University of Geneva and SIB Swiss Institute of BioinformaticsVerified email at sib.swiss
Alan Tickle
Yoshiya TanakaProfessor of Internal Medicine, University of Occupational and Environmental Health, JapanVerified email at med.uoeh-u.ac.jp

Guido Bologna

University of Applied Sciences and Arts of Western Switzerland, Geneva.

Verified email at hesge.ch

Artificial Intelligence Machine Learning Explainable_AI Computer Vision Bioinformatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications JM Górriz, J Ramírez, A Ortiz, FJ Martinez-Murcia, F Segovia, J Suckling, ... Neurocomputing 410, 237-270, 2020	248	2020
N‐Terminal myristoylation predictions by ensembles of neural networks G Bologna, C Yvon, S Duvaud, AL Veuthey Proteomics 4 (6), 1626-1632, 2004	240	2004
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	97	2017
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	86	2023
A comparison study on protein fold recognition G Bologna, RD Appel Proceedings of the 9th International Conference on Neural Information …, 2002	70	2002
A model for single and multiple knowledge based networks G Bologna Artificial Intelligence in Medicine 28 (2), 141-163, 2003	64	2003
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	63	2008
Is it worth generating rules from neural network ensembles? G Bologna Journal of Applied Logic 2 (3), 325-348, 2004	61	2004
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	59	2007
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	49	2018
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	48	2009
Rule extraction from a multilayer perceptron with staircase activation functions G Bologna Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000	35	2000
A simple convolutional neural network with rule extraction G Bologna Applied Sciences 9 (12), 2411, 2019	34	2019
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	34	2000
Symbolic rule extraction from the DIMLP neural network G Bologna International Workshop on Hybrid Neural Systems, 240-254, 1998	34	1998
A study on rule extraction from several combined neural networks G Bologna International journal of neural systems 11 (03), 247-255, 2001	33	2001
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	31	2016
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	31	2009
Three medical examples in neural network rule extraction G Bologna, C Pellegrini Physica Medica 13, 183-187, 1997	30	1997
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	24	2000

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors