Valerio Maggio

Orcid: 0000-0003-4824-893X

According to our database1, Valerio Maggio authored at least 20 papers between 2010 and 2022.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Data Ethics Club: Creating a collaborative space to discuss data ethics.
Patterns, 2022

2020
AI Slipping on Tiles: Data Leakage in Digital Pathology.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Evaluating reproducibility of AI algorithms in digital pathology with DAPPER.
PLoS Comput. Biol., 2019

A deep learning model to recognize food contaminating beetle species based on elytra fragments.
Comput. Electron. Agric., 2019

Integrating deep and radiomics features in cancer bioimaging.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019

2018
Coherence of comments and method implementations: a dataset and an empirical investigation.
Softw. Qual. J., 2018

Phylogenetic convolutional neural networks in metagenomics.
BMC Bioinform., 2018

2017
A multiobjective deep learning approach for predictive classification in Neuroblastoma.
CoRR, 2017

2016
Weighing lexical information for software clustering in the context of architecture recovery.
Empir. Softw. Eng., 2016

A New Dataset for Source Code Comment Coherence.
Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

2015
On the Coherence between Comments and Implementations in Source Code.
Proceedings of the 41st Euromicro Conference on Software Engineering and Advanced Applications, 2015

2014
Reverse Engineering of Data Models from Legacy Spreadsheets-Based Systems: An Industrial Case Study.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

SemFLATNESSES: Social and Proactive Enterprise Knowledge Management with Semantic Web Technologies.
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014

Migrating legacy spreadsheets-based systems to Web MVC architecture: An industrial case study.
Proceedings of the 2014 Software Evolution Week, 2014

2013
Improving Software Maintenance using Unsupervised Machine Learning techniques.
PhD thesis, 2013

2012
LINSEN: An efficient approach to split identifiers and expand abbreviations.
Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability.
Proceedings of the Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, 2012

2011
Combining Machine Learning and Information Retrieval Techniques for Software Clustering.
Proceedings of the Eternal Systems - First International Workshop, 2011

Investigating the Use of Lexical Information for Software System Clustering.
Proceedings of the 15th European Conference on Software Maintenance and Reengineering, 2011

2010
A Tree Kernel based approach for clone detection.
Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM 2010), 2010


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