Guido Bologna

According to our database, Guido Bologna authored at least 59 papers between 1997 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.

J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, M. A. Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, S. H. Wang, Wei Wang, Y. D. Zhang, H. Zhu, Z. Zhu, J. M. Ferrández-Vicente

Inf. Fusion, December, 2023

Transferring CNN Features Maps to Ensembles of Explainable Neural Networks.

Guido Bologna

Inf., February, 2023

Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project.

Foivos Charalampakos, Thomas Tsouparopoulos, Yiannis Papageorgiou, Guido Bologna, André Panisson, Alan Perotti, Iordanis Koutsopoulos

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022

Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps.

Guido Bologna

Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022

2021

A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees.

Guido Bologna

Algorithms, 2021

Transparent Ensembles for Covid-19 Prognosis.

Guido Bologna

Proceedings of the Machine Learning and Knowledge Extraction, 2021

2020

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications.

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Fermín Segovia, John Suckling, Matthew Leming, Yu-Dong Zhang, José Ramón Álvarez Sánchez, Guido Bologna, María Paula Bonomini, Fernando E. Casado, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernández-Caballero, José Manuel Ferrández

Neurocomputing, 2020

2019

Propositional Rules Generated at the Top Layers of a CNN.

Guido Bologna

Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

2018

A Rule Extraction Study from SVM on Sentiment Analysis.

Guido Bologna, Yoichi Hayashi

Big Data Cogn. Comput., 2018

A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs.

Guido Bologna, Yoichi Hayashi

Appl. Comput. Intell. Soft Comput., 2018

A Rule Extraction Study Based on a Convolutional Neural Network.

Guido Bologna

Proceedings of the Machine Learning and Knowledge Extraction, 2018

2017

Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning.

Guido Bologna, Yoichi Hayashi

J. Artif. Intell. Soft Comput. Res., 2017

2016

Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores.

Yoichi Hayashi, Yuki Tanaka, Tomohiro Takagi, Takamichi Saito, Hideaki Iiduka, Hiroaki Kikuchi, Guido Bologna, Sushmita Mitra

J. Artif. Intell. Soft Comput. Res., 2016

Low-power depth-based descending stair detection for smart assistive devices.

Séverine Cloix, Guido Bologna, Viviana Weiss, Thierry Pun, David Hasler

EURASIP J. Image Video Process., 2016

A rule extraction study on a neural network trained by deep learning.

Guido Bologna, Yoichi Hayashi

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A Web-based Tool Called Gauntlet: From Iterative Design To Interactive Drawings Annotation.

Grégory Dessart, Martial Sankar, Anastasia Chasapi, Guido Bologna, Zhargalma Dandarova Robert, Pierre-Yves Brandt

Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

2015

An Embedded Ground Change Detector for a "Smart Walker".

Viviana Weiss, Aleksandr Korolev, Guido Bologna, Séverine Cloix, Thierry Pun

Proceedings of the Artificial Computation in Biology and Medicine, 2015

QSVM: A Support Vector Machine for Rule Extraction.

Guido Bologna, Yoichi Hayashi

Proceedings of the Advances in Computational Intelligence, 2015

Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation.

Yoichi Hayashi, Yuki Tanaka, Shonosuke Yukita, Satoshi Nakano, Guido Bologna

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

A Robust, Real-time Ground Change Detector for a "Smart" Walker.

Viviana Weiss, Séverine Cloix, Guido Bologna, David Hasler, Thierry Pun

Proceedings of the VISAPP 2014, 2014

Obstacle and Planar Object Detection using Sparse 3D Information for a Smart Walker.

Séverine Cloix, Viviana Weiss, Guido Bologna, Thierry Pun, David Hasler

Proceedings of the VISAPP 2014, 2014

Walking Behavior Change Detector for a "Smart" Walker.

Viviana Weiss, Guido Bologna, Séverine Cloix, David Hasler, Thierry Pun

Proceedings of the 6th International Conference on Intelligent Human Computer Interaction, 2014

Descending Stairs Detection with Low-Power Sensors.

Séverine Cloix, Guido Bologna, Viviana Weiss, Thierry Pun, David Hasler

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Efficient registering of color and range images.

Juan Diego Gomez, Guido Bologna, Thierry Pun

EURASIP J. Image Video Process., 2013

Vision Substitution Experiments with See ColOr.

Guido Bologna, Juan Diego Gomez, Thierry Pun

Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

2012

Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras.

Juan Diego Gomez, Guido Bologna, Thierry Pun

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Spatial awareness and intelligibility for the blind: audio-touch interfaces.

Juan Diego Gomez, Guido Bologna, Thierry Pun

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Non-visual-cueing-based sensing and understanding of nearby entities in aided navigation.

Juan Diego Gomez, Guido Bologna, Thierry Pun

Proceedings of the 14th International ACM SIGACCESS Conference on Computers and Accessibility, 2012

2011

Toward local and global perception modules for vision substitution.

Guido Bologna, Benoît Deville, Juan Diego Gomez, Thierry Pun

Neurocomputing, 2011

A Preliminary Study on the Prediction of Human Protein Functions.

Guido Bologna, Anne-Lise Veuthey, Marco Pagni, Lydie Lane, Amos Bairoch

Proceedings of the Foundations on Natural and Artificial Computation, 2011

Toward 3D scene understanding via audio-description: Kinect-iPad fusion for the visually impaired.

Juan Diego Gomez, Sinan Mohammed, Guido Bologna, Thierry Pun

Proceedings of the 13th International ACM SIGACCESS Conference on Computers and Accessibility, 2011

2010

Color-audio encoding interface for visual substitution: see color matlab-based demo.

Juan Diego Gomez, Guido Bologna, Thierry Pun

Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010

Detecting objects and obstacles for visually impaired individuals using visual saliency.

Benoît Deville, Guido Bologna, Thierry Pun

Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010

2009

See ColOr: Seeing Colours with an Orchestra.

Benoît Deville, Guido Bologna, Michel Vinckenbosch, Thierry Pun

Proceedings of the Human Machine Interaction, Research Results of the MMI Program, 2009

On the use of the auditory pathway to represent image scenes in real-time.

Guido Bologna, Benoît Deville, Thierry Pun

Neurocomputing, 2009

Blind Navigation along a Sinuous Path by Means of the See ColOr Interface.

Guido Bologna, Benoît Deville, Thierry Pun

Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

The Multi-Touch See ColOr Interface.

Guido Bologna, Stéphane Malandain, Benoît Deville, Thierry Pun

Proceedings of the ICTA 2009, 2009

2008

Depth-Based Detection of Salient Moving Objects in Sonified Videos for Blind Users.

Benoît Deville, Guido Bologna, Michel Vinckenbosch, Thierry Pun

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

A perceptual interface for vision substitution in a color matching experiment.

Guido Bologna, Benoît Deville, Michel Vinckenbosch, Thierry Pun

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Image and Video Processing for Visually Handicapped People.

Thierry Pun, Patrick Roth, Guido Bologna, Konstantinos Moustakas, Dimitrios Tzovaras

EURASIP J. Image Video Process., 2007

Transforming 3D Coloured Pixels into Musical Instrument Notes for Vision Substitution Applications.

Guido Bologna, Benoît Deville, Thierry Pun, Michel Vinckenbosch

EURASIP J. Image Video Process., 2007

Identifying Major Components of Pictures by Audio Encoding of Colours.

Guido Bologna, Benoît Deville, Thierry Pun, Michel Vinckenbosch

Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

Filtering Documents with a Hybrid Neural Network Model.

Guido Bologna, Mathieu Boretti, Paul Albuquerque

Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

2005

Eye Tracking in Coloured Image Scenes Represented by Ambisonic Fields of Musical Instrument Sounds.

Guido Bologna, Michel Vinckenbosch

Proceedings of the Mechanisms, 2005

2004

Is it worth generating rules from neural network ensembles?

Guido Bologna

J. Appl. Log., 2004

2003

A model for single and multiple knowledge based networks.

Guido Bologna

Artif. Intell. Medicine, 2003

Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction.

Guido Bologna, Christian Pellegrini

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002

Rule Extraction from Bagged Neural Networks.

Guido Bologna

Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002

On the Validation of the DIMLP Neural Network.

Guido Bologna

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

2001

A Study on Rule Extraction from Several Combined Neural Networks.

Guido Bologna

Int. J. Neural Syst., 2001

Determining Hyper-planes to Generate Symbolic Rules.

Guido Bologna

Proceedings of the Connectionist Models of Neurons, 2001

2000

Rule Extraction from Linear Combinations of DIMLP Neural Networks.

Guido Bologna

Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

Rule Extraction from a Multi Layer Perceptron with Staircase Activation Functions.

Guido Bologna

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Extracting the Knowledge Embedded within Trained Artificial Neural Networks: Defining the Agenda.

Alan B. Tickle, Frédéric Maire, Guido Bologna, Joachim Diederich

Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 1999

1998

Conventional symbolic rule extraction from multi layer perceptrons with discrete and continuous activation functions.

Guido Bologna

PhD thesis, 1998

Lessons from Past, Current Issues, and Future Research Directions in Extracting the Knowledge Embedded in Artificial Neural Networks.

Alan B. Tickle, Frédéric Maire, Guido Bologna, Robert Andrews, Joachim Diederich

Proceedings of the Hybrid Neural Systems, 1998

Symbolic Rule Extraction from the DIMLP Neural Network.

Guido Bologna

Proceedings of the Hybrid Neural Systems, 1998

1997

Accurate Decomposition of Standard MLP Classification Responses into Symbolic Rules.

Guido Bologna, Christian Pellegrini

Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

Intelligent Assistance for Coronary Heart Disease Diagnosis: A Comparison Study.

Guido Bologna, Ahmed Rida, Christian Pellegrini

Proceedings of the Artificial Intelligence Medicine, 1997