Roberto Prevete
Orcid: 0000-0002-3804-1719
According to our database1,
Roberto Prevete
authored at least 64 papers
between 1997 and 2024.
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Bibliography
2024
Hidden classification layers: Enhancing linear separability between classes in neural networks layers.
Pattern Recognit. Lett., January, 2024
Towards a general framework for improving the performance of classifiers using XAI methods.
CoRR, 2024
Don't Push the Button! Exploring Data Leakage Risks in Machine Learning and Transfer Learning.
CoRR, 2024
2023
Pattern Recognit., December, 2023
Eng. Appl. Artif. Intell., 2023
Hidden Classification Layers: a study on Data Hidden Representations with a Higher Degree of Linear Separability between the Classes.
CoRR, 2023
Semi-Supervised Detection of Structural Damage Using Variational Autoencoder and a One-Class Support Vector Machine.
IEEE Access, 2023
IEEE Access, 2023
Impact of Nutritional Factors in Blood Glucose Prediction in Type 1 Diabetes Through Machine Learning.
IEEE Access, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the 2nd Workshop on Bias, 2023
Proceedings of the 4th Italian Workshop on Explainable Artificial Intelligence co-located with 22nd International Conference of the Italian Association for Artificial Intelligence(AIxIA 2023), 2023
2022
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems.
Knowl. Based Syst., 2022
Machine Learning Strategies to Improve Generalization in EEG-based Emotion Assessment: \\a Systematic Review.
CoRR, 2022
Adoption of Machine Learning Techniques to Enhance Classification Performance in Reactive Brain-Computer Interfaces.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022
A ML-based Approach to Enhance Metrological Performance of Wearable Brain-Computer Interfaces.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022
Neural Network-Based Prediction and Monitoring of Blood Glucose Response to Nutritional Factors in Type-1 Diabetes.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022
Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022
XAI Approach for Addressing the Dataset Shift Problem: BCI as a Case Study (short paper).
Proceedings of 1st Workshop on Bias, 2022
2021
IEEE Instrum. Meas. Mag., 2021
2020
A Wearable EEG Instrument for Real-Time Frontal Asymmetry Monitoring in Worker Stress Analysis.
IEEE Trans. Instrum. Meas., 2020
Middle-Level Features for the Explanation of Classification Systems by Sparse Dictionary Methods.
Int. J. Neural Syst., 2020
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Neurocomputing, 2019
Proceedings of the 2nd Workshop on Metrology for Industry 4.0 and IoT MetroInd4.0&IoT 2019, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the 1st International Workshop on Processing Information Ethically co-located with 31st International Conference on Advanced Information Systems Engineering, 2019
2018
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018
2016
Learning programs is better than learning dynamics: A programmable neural network hierarchical architecture in a multi-task scenario.
Adapt. Behav., 2016
A machine learning approach for predictive maintenance for mobile phones service providers.
Proceedings of the Advances on P2P, 2016
2015
Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality.
Neural Networks, 2015
Neurocomputing, 2015
A Programmer-Interpreter Neural Network Architecture for Prefrontal Cognitive Control.
Int. J. Neural Syst., 2015
2013
A system for the automatic measurement of the nuchal translucency thickness from ultrasound video stream of the foetus.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Connect. Sci., 2012
2011
Proceedings of the Computer Recognition Systems 4, 2011
Cogn. Syst. Res., 2011
A Robotic Scenario for Programmable Fixed-Weight Neural Networks Exhibiting Multiple Behaviors.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
2010
Biol. Cybern., 2010
An Action-tuned Neural Network Architecture for Hand Pose Estimation.
Proceedings of the ICFC-ICNC 2010, 2010
2009
A Semi-automated Method for the Measurement of the Fetal Nuchal Translucency in Ultrasound Images.
Proceedings of the Image Analysis and Processing, 2009
2008
Proceedings of the ECAI 2008, 2008
2007
A Neural Network Model for a View Independent Extraction of Reach-to-Grasp Action Features.
Proceedings of the Advances in Brain, 2007
2005
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005
MEDIARAD: A Multiplatform Software Environment for Developing Imaging Applications in RADiology.
Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005
2003
Computer aided detection of clustered microcalcifications in digitized mammograms using Gabor functions.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003
2002
Proceedings of The Eleventh Text REtrieval Conference, 2002
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002
2001
Proceedings of the 12th Italian Workshop on Neural Nets, 2001
Proceedings of The Tenth Text REtrieval Conference, 2001
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001
2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
Proceedings of the Foundations and Tools for Neural Modeling, 1999
1998
A Boolean Neural Network as a Rule Based System Learning New Rules by Examples.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
1997
On the Finite State Machine Associated to an Adaptable Boolean Neural Net.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997