Guido Bologna

Orcid: 0000-0002-6070-3459

According to our database1, Guido Bologna authored at least 60 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Fidex: An Algorithm for the Explainability of Ensembles and SVMs.
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.
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Inf. Fusion, December, 2023

Transferring CNN Features Maps to Ensembles of Explainable Neural Networks.
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

Transparent Ensembles for Covid-19 Prognosis.
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
Propositional Rules Generated at the Top Layers of a CNN.
Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

2018
A Rule Extraction Study from SVM on Sentiment Analysis.
Big Data Cogn. Comput., 2018

A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs.
Appl. Comput. Intell. Soft Comput., 2018

A Rule Extraction Study Based on a Convolutional Neural Network.
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

Low-power depth-based descending stair detection for smart assistive devices.
EURASIP J. Image Video Process., 2016

A rule extraction study on a neural network trained by deep learning.
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
An Embedded Ground Change Detector for a "Smart Walker".
Proceedings of the Artificial Computation in Biology and Medicine, 2015

QSVM: A Support Vector Machine for Rule Extraction.
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
A Robust, Real-time Ground Change Detector for a "Smart" Walker.
Proceedings of the VISAPP 2014, 2014

Obstacle and Planar Object Detection using Sparse 3D Information for a Smart Walker.
Proceedings of the VISAPP 2014, 2014

Walking Behavior Change Detector for a "Smart" Walker.
Proceedings of the 6th International Conference on Intelligent Human Computer Interaction, 2014

Descending Stairs Detection with Low-Power Sensors.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Efficient registering of color and range images.
EURASIP J. Image Video Process., 2013

Vision Substitution Experiments with See ColOr.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

2012
Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Spatial awareness and intelligibility for the blind: audio-touch interfaces.
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
Toward local and global perception modules for vision substitution.
Neurocomputing, 2011

A Preliminary Study on the Prediction of Human Protein Functions.
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
Color-audio encoding interface for visual substitution: see color matlab-based demo.
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
See ColOr: Seeing Colours with an Orchestra.
Proceedings of the Human Machine Interaction, Research Results of the MMI Program, 2009

On the use of the auditory pathway to represent image scenes in real-time.
Neurocomputing, 2009

Blind Navigation along a Sinuous Path by Means of the See ColOr Interface.
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

A perceptual interface for vision substitution in a color matching experiment.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Image and Video Processing for Visually Handicapped People.
EURASIP J. Image Video Process., 2007

Transforming 3D Coloured Pixels into Musical Instrument Notes for Vision Substitution Applications.
EURASIP J. Image Video Process., 2007

Identifying Major Components of Pictures by Audio Encoding of Colours.
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

Filtering Documents with a Hybrid Neural Network Model.
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
Is it worth generating rules from neural network ensembles?
J. Appl. Log., 2004

2003
A model for single and multiple knowledge based networks.
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

On the Validation of the DIMLP Neural Network.
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

2001
A Study on Rule Extraction from Several Combined Neural Networks.
Int. J. Neural Syst., 2001

Determining Hyper-planes to Generate Symbolic Rules.
Proceedings of the Connectionist Models of Neurons, 2001

2000
Rule Extraction from Linear Combinations of DIMLP Neural Networks.
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

Rule Extraction from a Multi Layer Perceptron with Staircase Activation Functions.
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

Symbolic Rule Extraction from the DIMLP Neural Network.
Proceedings of the Hybrid Neural Systems, 1998

1997
Accurate Decomposition of Standard MLP Classification Responses into Symbolic Rules.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

Intelligent Assistance for Coronary Heart Disease Diagnosis: A Comparison Study.
Proceedings of the Artificial Intelligence Medicine, 1997


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