Guido Bologna

63 papers A 4B 4C 3Misc 2Journal 19Unranked 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing the Interpretability of Rule-based Explanations through Information Retrieval.
CoRR
Alessandro Umbrico, Guido Bologna, Luca Coraci, Francesca Fracasso, Silvia Gola, Gabriella Cortellessa
2025 — conf
Explaining CNN Classifications Using Small Patches.
ANSyA@ECAI
Jean-Marc Boutay, Quentin Leblanc, Damian Boquete, Deniz Köprülü, Ludovic Pfeiffer, Guido Bologna
2025 J jnl
Fidex and FidexGlo: From Local Explanations to Global Explanations of Deep Models.
Algorithms
Guido Bologna, Jean-Marc Boutay, Damian Boquete, Quentin Leblanc, Deniz Köprülü, Ludovic Pfeiffer
2024 — conf
Fidex: An Algorithm for the Explainability of Ensembles and SVMs.
IWINAC (2)
Guido Bologna, Jean-Marc Boutay, Quentin Leblanc, Damian Boquete
2023 J jnl
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
Inf. Fusion
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, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, Victoria 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, Shui-Hua Wang, Wei Wang, Yu-Dong Zhang, Hengde Zhu, Ziquan Zhu, José Manuel Ferrández-Vicente
2023 — conf
Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project.
EuCNC/6G Summit
Foivos Charalampakos, Thomas Tsouparopoulos, Yiannis Papageorgiou, Guido Bologna, André Panisson, Alan Perotti, Iordanis Koutsopoulos
2023 J jnl
Transferring CNN Features Maps to Ensembles of Explainable Neural Networks.
Inf.
Guido Bologna
2022 — conf
Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps.
IWINAC (1)
Guido Bologna
2021 J jnl
A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees.
Algorithms
Guido Bologna
2021 C conf
Transparent Ensembles for Covid-19 Prognosis.
CD-MAKE
Guido Bologna
2020 J jnl
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications.
Neurocomputing
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
2019 — conf
Propositional Rules Generated at the Top Layers of a CNN.
IWINAC (2)
Guido Bologna
2018 J jnl
A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs.
Appl. Comput. Intell. Soft Comput.
Guido Bologna, Yoichi Hayashi
2018 C conf
A Rule Extraction Study Based on a Convolutional Neural Network.
CD-MAKE
Guido Bologna
2018 J jnl
A Rule Extraction Study from SVM on Sentiment Analysis.
Big Data Cogn. Comput.
Guido Bologna, Yoichi Hayashi
2017 J jnl
Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning.
J. Artif. Intell. Soft Comput. Res.
Guido Bologna, Yoichi Hayashi
2016 — conf
A Web-based Tool Called Gauntlet: From Iterative Design To Interactive Drawings Annotation.
DH
Grégory Dessart, Martial Sankar, Anastasia Chasapi, Guido Bologna, Zhargalma Dandarova Robert, Pierre-Yves Brandt
2016 B conf
A rule extraction study on a neural network trained by deep learning.
IJCNN
Guido Bologna, Yoichi Hayashi
2016 J jnl
Low-power depth-based descending stair detection for smart assistive devices.
EURASIP J. Image Video Process.
Séverine Cloix, Guido Bologna, Viviana Weiss, Thierry Pun, David Hasler
2016 J jnl
Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores.
J. Artif. Intell. Soft Comput. Res.
Yoichi Hayashi, Yuki Tanaka, Tomohiro Takagi, Takamichi Saito, Hideaki Iiduka, Hiroaki Kikuchi, Guido Bologna, Sushmita Mitra
2015 — conf
An Embedded Ground Change Detector for a "Smart Walker".
IWINAC (1)
Viviana Weiss, Aleksandr Korolev, Guido Bologna, Séverine Cloix, Thierry Pun
2015 — conf
QSVM: A Support Vector Machine for Rule Extraction.
IWANN (2)
Guido Bologna, Yoichi Hayashi
2015 B conf
Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation.
IJCNN
Yoichi Hayashi, Yuki Tanaka, Shonosuke Yukita, Satoshi Nakano, Guido Bologna
2014 — conf
A Robust, Real-time Ground Change Detector for a "Smart" Walker.
VISAPP (2)
Viviana Weiss, Séverine Cloix, Guido Bologna, David Hasler, Thierry Pun
2014 — conf
Descending Stairs Detection with Low-Power Sensors.
ECCV Workshops (3)
Séverine Cloix, Guido Bologna, Viviana Weiss, Thierry Pun, David Hasler
2014 — conf
Obstacle and Planar Object Detection using Sparse 3D Information for a Smart Walker.
VISAPP (2)
Séverine Cloix, Viviana Weiss, Guido Bologna, Thierry Pun, David Hasler
2014 — conf
Walking Behavior Change Detector for a "Smart" Walker.
IHCI
Viviana Weiss, Guido Bologna, Séverine Cloix, David Hasler, Thierry Pun
2013 J jnl
Efficient registering of color and range images.
EURASIP J. Image Video Process.
Juan Diego Gomez, Guido Bologna, Thierry Pun
2013 — conf
Vision Substitution Experiments with See ColOr.
IWINAC (1)
Guido Bologna, Juan Diego Gomez, Thierry Pun
2012 A conf
Non-visual-cueing-based sensing and understanding of nearby entities in aided navigation.
ASSETS
Juan Diego Gomez, Guido Bologna, Thierry Pun
2012 — conf
Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras.
ECCV Workshops (3)
Juan Diego Gomez, Guido Bologna, Thierry Pun
2012 — conf
Spatial awareness and intelligibility for the blind: audio-touch interfaces.
CHI Extended Abstracts
Juan Diego Gomez, Guido Bologna, Thierry Pun
2011 — conf
A Preliminary Study on the Prediction of Human Protein Functions.
IWINAC (1)
Guido Bologna, Anne-Lise Veuthey, Marco Pagni, Lydie Lane, Amos Bairoch
2011 A conf
Toward 3D scene understanding via audio-description: Kinect-iPad fusion for the visually impaired.
ASSETS
Juan Diego Gomez, Sinan Mohammed, Guido Bologna, Thierry Pun
2011 J jnl
Toward local and global perception modules for vision substitution.
Neurocomputing
Guido Bologna, Benoît Deville, Juan Diego Gomez, Thierry Pun
2010 A conf
Color-audio encoding interface for visual substitution: see color matlab-based demo.
ASSETS
Juan Diego Gomez, Guido Bologna, Thierry Pun
2010 A conf
Detecting objects and obstacles for visually impaired individuals using visual saliency.
ASSETS
Benoît Deville, Guido Bologna, Thierry Pun
2009 — conf
Blind Navigation along a Sinuous Path by Means of the See ColOr Interface.
IWINAC (2)
Guido Bologna, Benoît Deville, Thierry Pun
2009 J jnl
On the use of the auditory pathway to represent image scenes in real-time.
Neurocomputing
Guido Bologna, Benoît Deville, Thierry Pun
2009 — ch.
See ColOr: Seeing Colours with an Orchestra.
Human Machine Interaction
Benoît Deville, Guido Bologna, Michel Vinckenbosch, Thierry Pun
2009 — conf
The Multi-Touch See ColOr Interface.
ICTA
Guido Bologna, Stéphane Malandain, Benoît Deville, Thierry Pun
2008 B conf
A perceptual interface for vision substitution in a color matching experiment.
IJCNN
Guido Bologna, Benoît Deville, Michel Vinckenbosch, Thierry Pun
2008 — conf
Depth-Based Detection of Salient Moving Objects in Sonified Videos for Blind Users.
VISAPP (1)
Benoît Deville, Guido Bologna, Michel Vinckenbosch, Thierry Pun
2007 — conf
Filtering Documents with a Hybrid Neural Network Model.
IWINAC (1)
Guido Bologna, Mathieu Boretti, Paul Albuquerque
2007 — conf
Identifying Major Components of Pictures by Audio Encoding of Colours.
IWINAC (2)
Guido Bologna, Benoît Deville, Thierry Pun, Michel Vinckenbosch
2007 J jnl
Image and Video Processing for Visually Handicapped People.
EURASIP J. Image Video Process.
Thierry Pun, Patrick Roth, Guido Bologna, Konstantinos Moustakas, Dimitrios Tzovaras
2007 J jnl
Transforming 3D Coloured Pixels into Musical Instrument Notes for Vision Substitution Applications.
EURASIP J. Image Video Process.
Guido Bologna, Benoît Deville, Thierry Pun, Michel Vinckenbosch
2005 — conf
Eye Tracking in Coloured Image Scenes Represented by Ambisonic Fields of Musical Instrument Sounds.
IWINAC (1)
Guido Bologna, Michel Vinckenbosch
2004 J jnl
Is it worth generating rules from neural network ensembles?
J. Appl. Log.
Guido Bologna
2003 J jnl
A model for single and multiple knowledge based networks.
Artif. Intell. Medicine
Guido Bologna
2003 — conf
Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction.
IWANN (2)
Guido Bologna, Christian Pellegrini
2002 Misc conf
On the Validation of the DIMLP Neural Network.
FLAIRS
Guido Bologna
2002 C conf
Rule Extraction from Bagged Neural Networks.
HIS
Guido Bologna
2001 J jnl
A Study on Rule Extraction from Several Combined Neural Networks.
Int. J. Neural Syst.
Guido Bologna
2001 — conf
Determining Hyper-planes to Generate Symbolic Rules.
IWANN (1)
Guido Bologna
2000 — conf
Rule Extraction from Linear Combinations of DIMLP Neural Networks.
SBRN
Guido Bologna
2000 — conf
Rule Extraction from a Multi Layer Perceptron with Staircase Activation Functions.
IJCNN (3)
Guido Bologna
1999 — conf
Extracting the Knowledge Embedded within Trained Artificial Neural Networks: Defining the Agenda.
IIA/SOCO
Alan B. Tickle, Frédéric Maire, Guido Bologna, Joachim Diederich
1998 — —
Conventional symbolic rule extraction from multi layer perceptrons with discrete and continuous activation functions.
Guido Bologna
1998 — conf
Lessons from Past, Current Issues, and Future Research Directions in Extracting the Knowledge Embedded in Artificial Neural Networks.
Hybrid Neural Systems
Alan B. Tickle, Frédéric Maire, Guido Bologna, Robert Andrews, Joachim Diederich
1998 — conf
Symbolic Rule Extraction from the DIMLP Neural Network.
Hybrid Neural Systems
Guido Bologna
1997 Misc conf
Accurate Decomposition of Standard MLP Classification Responses into Symbolic Rules.
IWANN
Guido Bologna, Christian Pellegrini
1997 B conf
Intelligent Assistance for Coronary Heart Disease Diagnosis: A Comparison Study.
AIME
Guido Bologna, Ahmed Rida, Christian Pellegrini