Sergio Decherchi

CoRR, 2024

Explanation is All You Need in Distillation: Mitigating Bias and Shortcut Learning.

[BibT_eX]

[DOI]

Pedro R. A. S. Bassi

CoRR, 2024

Faster ISNet for Background Bias Mitigation on Deep Neural Networks.

[BibT_eX]

[DOI]

Pedro R. A. S. Bassi

Karthikeyan Kalyanasundaram Balasubramanian

IEEE Access, 2024

Designing RISC-V Instruction Set Extensions for Artificial Neural Networks: An LLVM Compiler-Driven Perspective.

[BibT_eX]

[DOI]

IEEE Access, 2024

2023

Molecular Dynamics and Machine Learning Give Insights on the Flexibility-Activity Relationships in Tyrosine Kinome.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., August, 2023

Assessing the Effectiveness of Non-Turing Computing Paradigms.

[BibT_eX]

[DOI]

Lorenzo Rocutto

Marco Maronese

Fabio Lorenzo Traversa

IEEE Access, 2023

A Systematic Mapping Study of Italian Research on Workflows.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022

SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2021

Using Principal Paths to Walk Through Music and Visual Art Style Spaces Induced by Convolutional Neural Networks.

[BibT_eX]

[DOI]

Erika Gardini

Cogn. Comput., 2021

On the Stability of Feature Selection in Multiomics Data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

An Ab Initio Local Principal Path Algorithm.

[BibT_eX]

[DOI]

Erika Gardini

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Fast and Memory-Efficient Import Vector Domain Description.

[BibT_eX]

[DOI]

Neural Process. Lett., 2020

Spathial: an R package for the evolutionary analysis of biological data.

[BibT_eX]

[DOI]

Bioinform., 2020

2019

Finding Principal Paths in Data Space.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Cognitive Insights into Sentic Spaces Using Principal Paths.

[BibT_eX]

[DOI]

Edoardo Ragusa

Paolo Gastaldo

Rodolfo Zunino

Cogn. Comput., 2019

NanoShaper-VMD interface: computing and visualizing surfaces, pockets and channels in molecular systems.

[BibT_eX]

[DOI]

Bioinform., 2019

2018

Addendum to BiKi Life Sciences: A New Suite for Molecular Dynamics and Related Methods in Drug Discovery.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2018

BiKi Life Sciences: A New Suite for Molecular Dynamics and Related Methods in Drug Discovery.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2018

Simple Learning with a Teacher via Biased Regularized Least Squares.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2018

2017

Import Vector Domain Description: A Kernel Logistic One-Class Learning Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Distributed Kernel K-Means for Large Scale Clustering.

[BibT_eX]

[DOI]

CoRR, 2017

2016

SIM-ELM: Connecting the ELM model with similarity-function learning.

[BibT_eX]

[DOI]

Neural Networks, 2016

Inductive bias for semi-supervised extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

A Pipeline To Enhance Ligand Virtual Screening: Integrating Molecular Dynamics and Fingerprints for Ligand and Proteins.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2015

2014

CUDA accelerated molecular surface generation.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2014

Semi-supervised machine learning approach for unknown malicious software detection.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

2013

Circular-ELM for the reduced-reference assessment of perceived image quality.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Extreme Learning Machines.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2013

Solving the Linearized Poisson-Boltzmann Equation on GPUs Using CUDA.

[BibT_eX]

[DOI]

Proceedings of the 21st Euromicro International Conference on Parallel, 2013

2012

Efficient Digital Implementation of Extreme Learning Machines for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2012

Learning the mean: A neural network approach.

[BibT_eX]

[DOI]

Mauro Parodi

Sandro Ridella

Neurocomputing, 2012

2011

Tactile-Data Classification of Contact Materials Using Computational Intelligence.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, 2011

Efficient approximate Regularized Least Squares by Toeplitz matrix.

[BibT_eX]

[DOI]

Paolo Gastaldo

Rodolfo Zunino

Pattern Recognit. Lett., 2011

Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications.

[BibT_eX]

[DOI]

Intell. Data Anal., 2011

CUDA Accelerated Blobby Molecular Surface Generation.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2011

Semantic Oriented Clustering of Documents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Computational intelligence methods for underwater magnetic-based protection systems.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Using unsupervised analysis to constrain generalization bounds for support vector classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

SeaLab Advanced Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

A neural model approach for regularization in the mean estimation case.

[BibT_eX]

[DOI]