Intelligent Assistance for Coronary Heart Disease Diagnosis: A Comparison Study. - Guido Bologna; Ahmed Rida; Christian Pellegrini (AIME, 1997)

Accurate Decomposition of Standard MLP Classification Responses into Symbolic Rules. - Guido Bologna; Christian Pellegrini (IWANN, 1997)

Symbolic Rule Extraction from the DIMLP Neural Network. - Guido Bologna (Hybrid Neural Systems, 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 001; Joachim Diederich (Hybrid Neural Systems, 1998)

Conventional symbolic rule extraction from multi layer perceptrons with discrete and continuous activation functions. - Guido Bologna (1998)

Extracting the Knowledge Embedded within Trained Artificial Neural Networks: Defining the Agenda. - Alan B. Tickle; Frédéric Maire; Guido Bologna; Joachim Diederich (IIA/SOCO, 1999)

Rule Extraction from a Multi Layer Perceptron with Staircase Activation Functions. - Guido Bologna (IJCNN (3), 2000)

Rule Extraction from Linear Combinations of DIMLP Neural Networks. - Guido Bologna (SBRN, 2000)

Determining Hyper-planes to Generate Symbolic Rules. - Guido Bologna (IWANN (1), 2001)

A Study on Rule Extraction from Several Combined Neural Networks. - Guido Bologna (Int. J. Neural Syst., 2001)

On the Validation of the DIMLP Neural Network. - Guido Bologna (FLAIRS, 2002)

Rule Extraction from Bagged Neural Networks. - Guido Bologna (HIS, 2002)

Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction. - Guido Bologna; Christian Pellegrini (IWANN (2), 2003)

A model for single and multiple knowledge based networks. - Guido Bologna (Artif. Intell. Medicine, 2003)

Is it worth generating rules from neural network ensembles? - Guido Bologna (J. Appl. Log., 2004)

Eye Tracking in Coloured Image Scenes Represented by Ambisonic Fields of Musical Instrument Sounds. - Guido Bologna; Michel Vinckenbosch (IWINAC (1), 2005)

Filtering Documents with a Hybrid Neural Network Model. - Guido Bologna; Mathieu Boretti; Paul Albuquerque (IWINAC (1), 2007)

Identifying Major Components of Pictures by Audio Encoding of Colours. - Guido Bologna; Benoît Deville; Thierry Pun; Michel Vinckenbosch (IWINAC (2), 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)

Image and Video Processing for Visually Handicapped People. - Thierry Pun; Patrick Roth; Guido Bologna; Konstantinos Moustakas; Dimitrios Tzovaras (EURASIP J. Image Video Process., 2007)

A perceptual interface for vision substitution in a color matching experiment. - Guido Bologna; Benoît Deville; Michel Vinckenbosch; Thierry Pun (IJCNN, 2008)

Depth-Based Detection of Salient Moving Objects in Sonified Videos for Blind Users. - Benoît Deville; Guido Bologna; Michel Vinckenbosch; Thierry Pun (VISAPP (1), 2008)

The Multi-Touch See ColOr Interface. - Guido Bologna; Stéphane Malandain; Benoît Deville; Thierry Pun (ICTA, 2009)

Blind Navigation along a Sinuous Path by Means of the See ColOr Interface. - Guido Bologna; Benoît Deville; Thierry Pun (IWINAC (2), 2009)

On the use of the auditory pathway to represent image scenes in real-time. - Guido Bologna; Benoît Deville; Thierry Pun (Neurocomputing, 2009)

See ColOr: Seeing Colours with an Orchestra. - Benoît Deville; Guido Bologna; Michel Vinckenbosch; Thierry Pun (Human Machine Interaction, 2009)

Detecting objects and obstacles for visually impaired individuals using visual saliency. - Benoît Deville; Guido Bologna; Thierry Pun (ASSETS, 2010)

Color-audio encoding interface for visual substitution: see color matlab-based demo. - Juan Diego Gomez; Guido Bologna; Thierry Pun (ASSETS, 2010)

Toward 3D scene understanding via audio-description: Kinect-iPad fusion for the visually impaired. - Juan Diego Gomez; Sinan Mohammed; Guido Bologna; Thierry Pun (ASSETS, 2011)

A Preliminary Study on the Prediction of Human Protein Functions. - Guido Bologna; Anne-Lise Veuthey; Marco Pagni; Lydie Lane; Amos Bairoch (IWINAC (1), 2011)

Toward local and global perception modules for vision substitution. - Guido Bologna; Benoît Deville; Juan Diego Gomez; Thierry Pun (Neurocomputing, 2011)

Non-visual-cueing-based sensing and understanding of nearby entities in aided navigation. - Juan Diego Gomez; Guido Bologna; Thierry Pun (ASSETS, 2012)

Spatial awareness and intelligibility for the blind: audio-touch interfaces. - Juan Diego Gomez; Guido Bologna; Thierry Pun (CHI Extended Abstracts, 2012)

Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras. - Juan Diego Gomez; Guido Bologna; Thierry Pun (ECCV Workshops (3), 2012)

Vision Substitution Experiments with See ColOr. - Guido Bologna; Juan Diego Gomez; Thierry Pun (IWINAC (1), 2013)

Efficient registering of color and range images. - Juan Diego Gomez; Guido Bologna; Thierry Pun (EURASIP J. Image Video Process., 2013)

Descending Stairs Detection with Low-Power Sensors. - Séverine Cloix; Guido Bologna; Viviana Weiss; Thierry Pun; David Hasler (ECCV Workshops (3), 2014)

Walking Behavior Change Detector for a "Smart" Walker. - Viviana Weiss; Guido Bologna; Séverine Cloix; David Hasler; Thierry Pun (IHCI, 2014)

Obstacle and Planar Object Detection using Sparse 3D Information for a Smart Walker. - Séverine Cloix; Viviana Weiss; Guido Bologna; Thierry Pun; David Hasler (VISAPP (2), 2014)

A Robust, Real-time Ground Change Detector for a "Smart" Walker. - Viviana Weiss; Séverine Cloix; Guido Bologna; David Hasler; Thierry Pun (VISAPP (2), 2014)

Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation. - Yoichi Hayashi; Yuki Tanaka; Shonosuke Yukita; Satoshi Nakano; Guido Bologna (IJCNN, 2015)

QSVM: A Support Vector Machine for Rule Extraction. - Guido Bologna; Yoichi Hayashi (IWANN (2), 2015)

An Embedded Ground Change Detector for a "Smart Walker". - Viviana Weiss; Aleksandr Korolev; Guido Bologna; Séverine Cloix; Thierry Pun (IWINAC (1), 2015)

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 (DH, 2016)

A rule extraction study on a neural network trained by deep learning. - Guido Bologna; Yoichi Hayashi (IJCNN, 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)

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)

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)

A Rule Extraction Study Based on a Convolutional Neural Network. - Guido Bologna (CD-MAKE, 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 from SVM on Sentiment Analysis. - Guido Bologna; Yoichi Hayashi (Big Data Cogn. Comput., 2018)

Propositional Rules Generated at the Top Layers of a CNN. - Guido Bologna (IWINAC (2), 2019)

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. - Juan Manuel Górriz; Javier Ramírez 001; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Fermín Segovia; John Suckling; Matthew Leming; Yu-Dong Zhang 001; José Ramón Álvarez Sánchez; Guido Bologna; María Paula Bonomini; Fernando E. Casado; et al. (Neurocomputing, 2020)

Transparent Ensembles for Covid-19 Prognosis. - Guido Bologna (CD-MAKE, 2021)

A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees. - Guido Bologna (Algorithms, 2021)

Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps. - Guido Bologna (IWINAC (1), 2022)

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 (EuCNC/6G Summit, 2023)

Transferring CNN Features Maps to Ensembles of Explainable Neural Networks. - Guido Bologna (Inf., 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; et al. (Inf. Fusion, 2023)

Fidex: An Algorithm for the Explainability of Ensembles and SVMs. - Guido Bologna; Jean-Marc Boutay; Quentin Leblanc; Damian Boquete (IWINAC (2), 2024)

Enhancing the Interpretability of Rule-based Explanations through Information Retrieval. - Alessandro Umbrico; Guido Bologna; Luca Coraci; Francesca Fracasso; Silvia Gola; Gabriella Cortellessa (CoRR, 2025)