| 2026 | IWINAC | Patch-Based Explainability for CNN Classification Models. | Guido Bologna, Jean-Marc Boutay, Damian Boquete, Deniz Kprl, Ludovic Pfeiffer |
| 2024 | IWINAC | Fidex: An Algorithm for the Explainability of Ensembles and SVMs. | Guido Bologna, Jean-Marc Boutay, Quentin Leblanc, Damian Boquete |
| 2022 | IWINAC | Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps. | Guido Bologna |
| 2019 | IWINAC | Propositional Rules Generated at the Top Layers of a CNN. | Guido Bologna |
| 2016 | IJCNN | A rule extraction study on a neural network trained by deep learning. | Guido Bologna, Yoichi Hayashi |
| 2015 | IJCNN | Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation. | Yoichi Hayashi, Yuki Tanaka, Shonosuke Yukita, Satoshi Nakano, Guido Bologna |
| 2015 | IWANN | QSVM: A Support Vector Machine for Rule Extraction. | Guido Bologna, Yoichi Hayashi |
| 2015 | IWINAC | An Embedded Ground Change Detector for a "Smart Walker". | Viviana Weiss, Aleksandr Korolev, Guido Bologna, Sverine Cloix, Thierry Pun |
| 2014 | ECCV | Descending Stairs Detection with Low-Power Sensors. | Sverine Cloix, Guido Bologna, Viviana Weiss, Thierry Pun, David Hasler |
| 2013 | IWINAC | Vision Substitution Experiments with See ColOr. | Guido Bologna, Juan Diego Gomez, Thierry Pun |
| 2012 | ASSETS | Non-visual-cueing-based sensing and understanding of nearby entities in aided navigation. | Juan Diego Gomez, Guido Bologna, Thierry Pun |
| 2012 | CHI | Spatial awareness and intelligibility for the blind: audio-touch interfaces. | Juan Diego Gomez, Guido Bologna, Thierry Pun |
| 2012 | ECCV | Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras. | Juan Diego Gomez, Guido Bologna, Thierry Pun |
| 2011 | ASSETS | Toward 3D scene understanding via audio-description: Kinect-iPad fusion for the visually impaired. | Juan Diego Gomez, Sinan Mohammed, Guido Bologna, Thierry Pun |
| 2011 | IWINAC | A Preliminary Study on the Prediction of Human Protein Functions. | Guido Bologna, Anne-Lise Veuthey, Marco Pagni, Lydie Lane, Amos Bairoch |
| 2010 | ASSETS | Detecting objects and obstacles for visually impaired individuals using visual saliency. | Benot Deville, Guido Bologna, Thierry Pun |
| 2010 | ASSETS | Color-audio encoding interface for visual substitution: see color matlab-based demo. | Juan Diego Gomez, Guido Bologna, Thierry Pun |
| 2009 | IWINAC | Blind Navigation along a Sinuous Path by Means of the See ColOr Interface. | Guido Bologna, Benot Deville, Thierry Pun |
| 2008 | IJCNN | A perceptual interface for vision substitution in a color matching experiment. | Guido Bologna, Benot Deville, Michel Vinckenbosch, Thierry Pun |
| 2007 | IWINAC | Filtering Documents with a Hybrid Neural Network Model. | Guido Bologna, Mathieu Boretti, Paul Albuquerque |
| 2007 | IWINAC | Identifying Major Components of Pictures by Audio Encoding of Colours. | Guido Bologna, Benot Deville, Thierry Pun, Michel Vinckenbosch |
| 2005 | IWINAC | Eye Tracking in Coloured Image Scenes Represented by Ambisonic Fields of Musical Instrument Sounds. | Guido Bologna, Michel Vinckenbosch |
| 2003 | IWANN | Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction. | Guido Bologna, Christian Pellegrini |
| 2002 | FlAIRS | On the Validation of the DIMLP Neural Network. | Guido Bologna |
| 2002 | HIS | Rule Extraction from Bagged Neural Networks. | Guido Bologna |
| 2001 | IWANN | Determining Hyper-planes to Generate Symbolic Rules. | Guido Bologna |
| 2000 | IJCNN | Rule Extraction from a Multi Layer Perceptron with Staircase Activation Functions. | Guido Bologna |
| 1997 | AIME | Intelligent Assistance for Coronary Heart Disease Diagnosis: A Comparison Study. | Guido Bologna, Ahmed Rida, Christian Pellegrini |
| 1997 | IWANN | Accurate Decomposition of Standard MLP Classification Responses into Symbolic Rules. | Guido Bologna, Christian Pellegrini |