Guido Bologna

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 17

Top Topics

Artificial Intelligence

Top Venues

Publications

Guido Bologna, Jean-Marc Boutay, Quentin Leblanc, Damian Boquete
Fidex: An Algorithm for the Explainability of Ensembles and SVMs. IWINAC (2) (2024)
Guido Bologna
Transferring CNN Features Maps to Ensembles of Explainable Neural Networks. Inf. 14 (2) (2023)
Foivos Charalampakos, Thomas Tsouparopoulos, Yiannis Papageorgiou, Guido Bologna, André Panisson, Alan Perotti, Iordanis Koutsopoulos
Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project. EuCNC/6G Summit (2023)
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, J. J. Martinez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, A. 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, W. Wang, Y. D. Zhang, H. Zhu, Z. Zhu, J. M. Ferrández-Vicente
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100 (2023)
Guido Bologna
Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps. IWINAC (1) (2022)
Guido Bologna
Transparent Ensembles for Covid-19 Prognosis. CD-MAKE (2021)
Guido Bologna
A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees. Algorithms 14 (12) (2021)
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
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. Neurocomputing 410 (2020)
Guido Bologna
Propositional Rules Generated at the Top Layers of a CNN. IWINAC (2) (2019)
Guido Bologna, Yoichi Hayashi
A Rule Extraction Study from SVM on Sentiment Analysis. Big Data Cogn. Comput. 2 (1) (2018)
Guido Bologna
A Rule Extraction Study Based on a Convolutional Neural Network. CD-MAKE (2018)
Guido Bologna, Yoichi Hayashi
A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs. Appl. Comput. Intell. Soft Comput. 2018 (2018)
Guido Bologna, Yoichi Hayashi
Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning. J. Artif. Intell. Soft Comput. Res. 7 (4) (2017)
Yoichi Hayashi, Yuki Tanaka, Tomohiro Takagi, Takamichi Saito, Hideaki Iiduka, Hiroaki Kikuchi, Guido Bologna, Sushmita Mitra
Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores. J. Artif. Intell. Soft Comput. Res. 6 (1) (2016)
Guido Bologna, Yoichi Hayashi
A rule extraction study on a neural network trained by deep learning. IJCNN (2016)
Séverine Cloix, Guido Bologna, Viviana Weiss, Thierry Pun, David Hasler
Low-power depth-based descending stair detection for smart assistive devices. EURASIP J. Image Video Process. 2016 (2016)
Grégory Dessart, Martial Sankar, Anastasia Chasapi, Guido Bologna, Zhargalma Dandarova Robert, Pierre-Yves Brandt
A Web-based Tool Called Gauntlet: From Iterative Design To Interactive Drawings Annotation. DH (2016)
Yoichi Hayashi, Yuki Tanaka, Shonosuke Yukita, Satoshi Nakano, Guido Bologna
Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation. IJCNN (2015)
Viviana Weiss, Aleksandr Korolev, Guido Bologna, Séverine Cloix, Thierry Pun
An Embedded Ground Change Detector for a "Smart Walker". IWINAC (1) (2015)
Guido Bologna, Yoichi Hayashi
QSVM: A Support Vector Machine for Rule Extraction. IWANN (2) (2015)
Séverine Cloix, Guido Bologna, Viviana Weiss, Thierry Pun, David Hasler
Descending Stairs Detection with Low-Power Sensors. ECCV Workshops (3) (2014)
Viviana Weiss, Séverine Cloix, Guido Bologna, David Hasler, Thierry Pun
A Robust, Real-time Ground Change Detector for a "Smart" Walker. VISAPP (2) (2014)
Séverine Cloix, Viviana Weiss, Guido Bologna, Thierry Pun, David Hasler
Obstacle and Planar Object Detection using Sparse 3D Information for a Smart Walker. VISAPP (2) (2014)
Viviana Weiss, Guido Bologna, Séverine Cloix, David Hasler, Thierry Pun
Walking Behavior Change Detector for a "Smart" Walker. IHCI (2014)
Guido Bologna, Juan Diego Gomez, Thierry Pun
Vision Substitution Experiments with See ColOr. IWINAC (1) (2013)
Juan Diego Gomez, Guido Bologna, Thierry Pun
Efficient registering of color and range images. EURASIP J. Image Video Process. 2013 (2013)
Juan Diego Gomez, Guido Bologna, Thierry Pun
Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras. ECCV Workshops (3) (2012)
Juan Diego Gomez, Guido Bologna, Thierry Pun
Non-visual-cueing-based sensing and understanding of nearby entities in aided navigation. ASSETS (2012)
Juan Diego Gomez, Guido Bologna, Thierry Pun
Spatial awareness and intelligibility for the blind: audio-touch interfaces. CHI Extended Abstracts (2012)
Juan Diego Gomez, Sinan Mohammed, Guido Bologna, Thierry Pun
Toward 3D scene understanding via audio-description: Kinect-iPad fusion for the visually impaired. ASSETS (2011)
Guido Bologna, Anne-Lise Veuthey, Marco Pagni, Lydie Lane, Amos Bairoch
A Preliminary Study on the Prediction of Human Protein Functions. IWINAC (1) (2011)
Guido Bologna, Benoît Deville, Juan Diego Gomez, Thierry Pun
Toward local and global perception modules for vision substitution. Neurocomputing 74 (8) (2011)
Juan Diego Gomez, Guido Bologna, Thierry Pun
Color-audio encoding interface for visual substitution: see color matlab-based demo. ASSETS (2010)
Benoît Deville, Guido Bologna, Thierry Pun
Detecting objects and obstacles for visually impaired individuals using visual saliency. ASSETS (2010)
Guido Bologna, Stéphane Malandain, Benoît Deville, Thierry Pun
The Multi-Touch See ColOr Interface. ICTA (2009)
Guido Bologna, Benoît Deville, Thierry Pun
Blind Navigation along a Sinuous Path by Means of the See ColOr Interface. IWINAC (2) (2009)
Guido Bologna, Benoît Deville, Thierry Pun
On the use of the auditory pathway to represent image scenes in real-time. Neurocomputing 72 (4-6) (2009)
Guido Bologna, Benoît Deville, Michel Vinckenbosch, Thierry Pun
A perceptual interface for vision substitution in a color matching experiment. IJCNN (2008)
Benoît Deville, Guido Bologna, Michel Vinckenbosch, Thierry Pun
Depth-Based Detection of Salient Moving Objects in Sonified Videos for Blind Users. VISAPP (1) (2008)
Guido Bologna, Mathieu Boretti, Paul Albuquerque
Filtering Documents with a Hybrid Neural Network Model. IWINAC (1) (2007)
Thierry Pun, Patrick Roth, Guido Bologna, Konstantinos Moustakas, Dimitrios Tzovaras
Image and Video Processing for Visually Handicapped People. EURASIP J. Image Video Process. 2007 (2007)
Guido Bologna, Benoît Deville, Thierry Pun, Michel Vinckenbosch
Transforming 3D Coloured Pixels into Musical Instrument Notes for Vision Substitution Applications. EURASIP J. Image Video Process. 2007 (2007)
Guido Bologna, Benoît Deville, Thierry Pun, Michel Vinckenbosch
Identifying Major Components of Pictures by Audio Encoding of Colours. IWINAC (2) (2007)
Guido Bologna, Michel Vinckenbosch
Eye Tracking in Coloured Image Scenes Represented by Ambisonic Fields of Musical Instrument Sounds. IWINAC (1) (2005)
Guido Bologna
Is it worth generating rules from neural network ensembles? J. Appl. Log. 2 (3) (2004)
Guido Bologna, Christian Pellegrini
Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction. IWANN (2) (2003)
Guido Bologna
A model for single and multiple knowledge based networks. Artif. Intell. Medicine 28 (2) (2003)
Guido Bologna
Rule Extraction from Bagged Neural Networks. HIS (2002)
Guido Bologna
On the Validation of the DIMLP Neural Network. FLAIRS Conference (2002)
Guido Bologna
A Study on Rule Extraction from Several Combined Neural Networks. Int. J. Neural Syst. 11 (3) (2001)
Guido Bologna
Determining Hyper-planes to Generate Symbolic Rules. IWANN (1) (2001)
Guido Bologna
Rule Extraction from Linear Combinations of DIMLP Neural Networks. SBRN (2000)
Guido Bologna
Rule Extraction from a Multi Layer Perceptron with Staircase Activation Functions. IJCNN (3) (2000)
Alan B. Tickle, Frédéric Maire, Guido Bologna, Joachim Diederich
Extracting the Knowledge Embedded within Trained Artificial Neural Networks: Defining the Agenda. IIA/SOCO (1999)
Alan B. Tickle, Frédéric Maire, Guido Bologna, Robert Andrews, Joachim Diederich
Lessons from Past, Current Issues, and Future Research Directions in Extracting the Knowledge Embedded in Artificial Neural Networks. Hybrid Neural Systems (1998)
Guido Bologna
Symbolic Rule Extraction from the DIMLP Neural Network. Hybrid Neural Systems (1998)
Guido Bologna, Ahmed Rida, Christian Pellegrini
Intelligent Assistance for Coronary Heart Disease Diagnosis: A Comparison Study. AIME (1997)
Guido Bologna, Christian Pellegrini
Accurate Decomposition of Standard MLP Classification Responses into Symbolic Rules. IWANN (1997)