Guido Bologna

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

フォロー

Guido Bologna

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

確認したメールアドレス: hesge.ch

Artificial Intelligence Machine Learning Explainable_AI Computer Vision Bioinformatics


タイトル引用回数順公開年順タイトル順	引用先引用先	年
N‐Terminal myristoylation predictions by ensembles of neural networks G Bologna, C Yvon, S Duvaud, AL Veuthey Proteomics 4 (6), 1626-1632, 2004	235	2004
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	194	2020
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	95	2017
A comparison study on protein fold recognition G Bologna, RD Appel Proceedings of the 9th International Conference on Neural Information …, 2002	71	2002
A model for single and multiple knowledge based networks G Bologna Artificial Intelligence in Medicine 28 (2), 141-163, 2003	63	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	62	2008
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	58	2007
Is it worth generating rules from neural network ensembles? G Bologna Journal of Applied Logic 2 (3), 325-348, 2004	58	2004
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
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	44	2018
Rule extraction from a multilayer perceptron with staircase activation functions G Bologna Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000	34	2000
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	32	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	30	2016
A simple convolutional neural network with rule extraction G Bologna Applied Sciences 9 (12), 2411, 2019	29	2019
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	29	2009
Three medical examples in neural network rule extraction G Bologna, C Pellegrini Physica Medica 13, 183-187, 1997	29	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
Sonification of colour and depth in a mobility aid for blind people T Pun, B Deville, G Bologna Georgia Institute of Technology, 2010	23	2010

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