Italo Zoppis

Orcid: 0000-0001-7312-7123

According to our database1, Italo Zoppis authored at least 72 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
An Attention-Based Method for the Minimum Vertex Cover Problem on Complex Networks.
Algorithms, 2024

Fine-Tuning of Distil-BERT for Continual Learning in Text Classification: An Experimental Analysis.
IEEE Access, 2024

FastMinTC+: A Fast and Effective Heuristic for Minimum Timeline Cover on Temporal Networks.
Proceedings of the 31st International Symposium on Temporal Representation and Reasoning, 2024

An AI-empowered energy-efficient portable NIRS solution for precision agriculture: A pilot study on a citrus fruit.
Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 2024

2023
vEEGNet: learning latent representations to reconstruct EEG raw data via variational autoencoders.
CoRR, 2023

hvEEGNet: exploiting hierarchical VAEs on EEG data for neuroscience applications.
CoRR, 2023

When Attention Turn To Be Explanation. A Case Study in Recommender Systems.
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

vEEGNet: A New Deep Learning Model to Classify and Generate EEG.
Proceedings of the 9th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2023

2022
On the complexity of approximately matching a string to a directed graph.
Inf. Comput., 2022

Dense Temporal Subgraphs in Protein-Protein Interaction Networks.
Proceedings of the Computational Science - ICCS 2022, 2022

2021
Top-k overlapping densest subgraphs: approximation algorithms and computational complexity.
J. Comb. Optim., 2021

ACTA: A Mobile-Health Solution for Integrated Nudge-Neurofeedback Training for Senior Citizens.
CoRR, 2021

Convolutional Neural Networks for Quantitative Prediction of Different Organic Materials using Near-Infrared Spectrum.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Rapid Analysis of Powders Based on Deep Learning, Near-Infrared and Derivative Spectroscopy.
Proceedings of the 1st Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), 2021

2020
Comparison of Attention-based Deep Learning Models for EEG Classification.
CoRR, 2020

Complexity Issues of String to Graph Approximate Matching.
Proceedings of the Language and Automata Theory and Applications, 2020

Attentional Neural Mechanisms for Social Recommendations in Educational Platforms.
Proceedings of the 12th International Conference on Computer Supported Education, 2020

An Attention-based Architecture for EEG Classification.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Explainable Attentional Neural Recommendations for Personalized Social Learning.
Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

Approaching Explainable Recommendations for Personalized Social Learning: the Current Stage in the Educational Platform "WhoTeach".
Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, 2020

2019
Kernel Machines: Applications.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Kernel Methods: Support Vector Machines.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Kernel Machines: Introduction.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Graph Algorithms.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Graph Isomorphism.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

On the tractability of finding disjoint clubs in a network.
Theor. Comput. Sci., 2019

Comparing incomplete sequences via longest common subsequence.
Theor. Comput. Sci., 2019

Covering a Graph with Clubs.
J. Graph Algorithms Appl., 2019

System of Nudge Theory-Based ICT Applications for Older Citizens: The SENIOR Project.
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2019

Nudges Driven Networks: Towards More Acceptable Recommendations for Inducing Targeted Social Communities.
Proceedings of the Internet Science - 6th International Conference, 2019

Top-k Overlapping Densest Subgraphs: Approximation and Complexity.
Proceedings of the 20th Italian Conference on Theoretical Computer Science, 2019

Top k 2-Clubs in a Network: A Genetic Algorithm.
Proceedings of the Computational Science - ICCS 2019, 2019

Optimized Social Explanation for Educational Platforms.
Proceedings of the 11th International Conference on Computer Supported Education, 2019

A Computational Model for Promoting Targeted Communication and Supplying Social Explainable Recommendations.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Editorial of the Special Issue of the 10th Workshop on Biomedical and Bioinformatics Challenges for Computer Science - BBC 2017.
Comput., 2018

Distributed Heuristics for Optimizing Cohesive Groups: A Support for Clinical Patient Engagement in Social Network Analysis.
Proceedings of the 26th Euromicro International Conference on Parallel, 2018

Covering with Clubs: Complexity and Approximability.
Proceedings of the Combinatorial Algorithms - 29th International Workshop, 2018

Optimizing Social Interaction - A Computational Approach to Support Patient Engagement.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Patient Engagement: Theoretical and Heuristic Approaches for Supporting the Clinical Practice.
Proceedings of the Fourth Italian Workshop on Artificial Intelligence for Ambient Assisted Living 2018 co-located with 17th International Conference of the Italian Association for Artificial Intelligence, 2018

2017
From protein-protein interactions to protein co-expression networks: a new perspective to evaluate large-scale proteomic data.
EURASIP J. Bioinform. Syst. Biol., 2017

Orthology Correction for Gene Tree Reconstruction: Theoretical and Experimental Results.
Proceedings of the International Conference on Computational Science, 2017

10<sup>th</sup> Workshop on Biomedical and Bioinformatics Challenges for Computer Science - BBC2017.
Proceedings of the International Conference on Computational Science, 2017

The Longest Filled Common Subsequence Problem.
Proceedings of the 28th Annual Symposium on Combinatorial Pattern Matching, 2017

2016
A Support Vector Machine Classification of Thyroid Bioptic Specimens Using MALDI-MSI Data.
Adv. Bioinformatics, 2016

DIABESITY: A Study for mHealth Integrated Solutions.
Proceedings of the Wireless Mobile Communication and Healthcare, 2016

Clique Editing to Support Case Versus Control Discrimination.
Proceedings of the Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016), 2016

Trend of FEV1 in Cystic Fibrosis patients: A telehomecare experience.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

2015
Restricted and Swap Common Superstring: A Multivariate Algorithmic Perspective.
Algorithmica, 2015

Robust Conclusions in Mass Spectrometry Analysis.
Proceedings of the International Conference on Computational Science, 2015

2014
Combined analysis of chromosomal instabilities and gene expression for colon cancer progression inference.
J. Clin. Bioinform., 2014

2013
The l-Diversity problem: Tractability and approximability.
Theor. Comput. Sci., 2013

Availability of MudPIT data for classification of biological samples.
J. Clin. Bioinform., 2013

Combination of gene expression and genome copy number alteration has a prognostic value for breast cancer.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Candidate biomarkers for response to tamoxifen in breast cancer metastatic patients.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Copy-Number Alterations for Tumor Progression Inference.
Proceedings of the Artificial Intelligence in Medicine, 2013

2012
Mutual Information Optimization for Mass Spectra Data Alignment.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Restricted and Swap Common Superstring: A Parameterized View.
Proceedings of the Parameterized and Exact Computation - 7th International Symposium, 2012

Poster: Characterization of distinguishing regions for Renal Cell Carcinoma discrimination.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

Analysis of Correlation Structures in Renal Cell Carcinoma Patient Data.
Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012

2011
On the Complexity of the l-diversity Problem.
Proceedings of the Mathematical Foundations of Computer Science 2011, 2011

2010
Playing monotone games to understand learning behaviors.
Theor. Comput. Sci., 2010

An application of kernel methods to gene cluster temporal meta-analysis.
Comput. Oper. Res., 2010

2009
A Mutual Information Approach to Data Integration for Alzheimer's Disease Patients.
Proceedings of the Artificial Intelligence in Medicine, 2009

2007
Evaluating Graph Kernel Methods for Relation Discovery in GO-Annotated Clusters.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Discovering Relations Among GO-Annotated Clusters by Graph Kernel Methods.
Proceedings of the Bioinformatics Research and Applications, Third International Symposium, 2007

Support Vector Clustering of Dependencies in Microarray Data.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

2006
Controlling the losing probability in a monotone game.
Inf. Sci., 2006

2005
Clustering Causal Relationships in Genes Expression Data.
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005

2004
Combinatorial and Machine Learning Approaches in Clustering Microarray Data.
Proceedings of the Biological and Artificial Intelligence Environments, 2004

2003
A Probabilistic Neural Networks System to Recognize 3D Face of People.
Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003

2001
Twisting Features with Properties.
Proceedings of the 12th Italian Workshop on Neural Nets, 2001

1999
Sub-symbolically managing pieces of symbolical functions for sorting.
IEEE Trans. Neural Networks, 1999


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