Guido Bologna
Orcid: 0000-0002-6070-3459
According to our database1,
Guido Bologna
authored at least 60 papers
between 1997 and 2024.
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Bibliography
2024
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024
2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
Inf. Fusion, December, 2023
Inf., February, 2023
Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project.
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.
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.
Algorithms, 2021
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.
Neurocomputing, 2020
2019
Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019
2018
A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs.
Appl. Comput. Intell. Soft Comput., 2018
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.
J. Artif. Intell. Soft Comput. Res., 2017
2016
Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores.
J. Artif. Intell. Soft Comput. Res., 2016
EURASIP J. Image Video Process., 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
A Web-based Tool Called Gauntlet: From Iterative Design To Interactive Drawings Annotation.
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016
2015
Proceedings of the Artificial Computation in Biology and Medicine, 2015
Proceedings of the Advances in Computational Intelligence, 2015
Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the 6th International Conference on Intelligent Human Computer Interaction, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
2013
EURASIP J. Image Video Process., 2013
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013
2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
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.
Proceedings of the 14th International ACM SIGACCESS Conference on Computers and Accessibility, 2012
2011
Neurocomputing, 2011
Proceedings of the Foundations on Natural and Artificial Computation, 2011
Toward 3D scene understanding via audio-description: Kinect-iPad fusion for the visually impaired.
Proceedings of the 13th International ACM SIGACCESS Conference on Computers and Accessibility, 2011
2010
Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010
Detecting objects and obstacles for visually impaired individuals using visual saliency.
Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010
2009
Proceedings of the Human Machine Interaction, Research Results of the MMI Program, 2009
Neurocomputing, 2009
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009
The Multi-Touch See ColOr Interface.
Proceedings of the ICTA 2009, 2009
2008
Depth-Based Detection of Salient Moving Objects in Sonified Videos for Blind Users.
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
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
EURASIP J. Image Video Process., 2007
Transforming 3D Coloured Pixels into Musical Instrument Notes for Vision Substitution Applications.
EURASIP J. Image Video Process., 2007
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007
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.
Proceedings of the Mechanisms, 2005
2004
2003
Artif. Intell. Medicine, 2003
Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
2002
Rule Extraction from Bagged Neural Networks.
Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002
2001
Int. J. Neural Syst., 2001
Proceedings of the Connectionist Models of Neurons, 2001
2000
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000
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.
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.
PhD thesis, 1998
Lessons from Past, Current Issues, and Future Research Directions in Extracting the Knowledge Embedded in Artificial Neural Networks.
Proceedings of the Hybrid Neural Systems, 1998
Proceedings of the Hybrid Neural Systems, 1998
1997
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997
Proceedings of the Artificial Intelligence Medicine, 1997