Valerio Maggio

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

Nina H. Di Cara, Natalie Zelenka, Huw Day, Euan D. S. Bennet, Vanessa Hanschke, Valerio Maggio, Ola Aleksandra Michalec, Charles Radclyffe, Roman Shkunov, Emma Tonkin, Zoë Turner, Kamilla Wells

Patterns, 2022

2020

AI Slipping on Tiles: Data Leakage in Digital Pathology.

Nicole Bussola, Alessia Marcolini, Valerio Maggio, Giuseppe Jurman, Cesare Furlanello

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Evaluating reproducibility of AI algorithms in digital pathology with DAPPER.

Andrea Bizzego, Nicole Bussola, Marco Chierici, Valerio Maggio, Margherita Francescatto, Luca Cima, Marco Cristoforetti, Giuseppe Jurman, Cesare Furlanello

PLoS Comput. Biol., 2019

A deep learning model to recognize food contaminating beetle species based on elytra fragments.

Leihong Wu, Zhichao Liu, Tanmay Bera, Hongjian Ding, Darryl Langley, Amy Barnes, Cesare Furlanello, Valerio Maggio, Weida Tong, Joshua Xu

Comput. Electron. Agric., 2019

Integrating deep and radiomics features in cancer bioimaging.

Andrea Bizzego, Nicole Bussola, D. Salvalai, Marco Chierici, Valerio Maggio, Giuseppe Jurman, Cesare Furlanello

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.

Anna Corazza, Valerio Maggio, Giuseppe Scanniello

Softw. Qual. J., 2018

Phylogenetic convolutional neural networks in metagenomics.

Diego Fioravanti, Ylenia Giarratano, Valerio Maggio, Claudio Agostinelli, Marco Chierici, Giuseppe Jurman, Cesare Furlanello

BMC Bioinform., 2018

2017

A multiobjective deep learning approach for predictive classification in Neuroblastoma.

Valerio Maggio, Marco Chierici, Giuseppe Jurman, Cesare Furlanello

CoRR, 2017

2016

Weighing lexical information for software clustering in the context of architecture recovery.

Anna Corazza, Sergio Di Martino, Valerio Maggio, Giuseppe Scanniello

Empir. Softw. Eng., 2016

A New Dataset for Source Code Comment Coherence.

Anna Corazza, Valerio Maggio, Giuseppe Scanniello

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.

Anna Corazza, Valerio Maggio, Giuseppe Scanniello

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.

Domenico Amalfitano, Anna Rita Fasolino, Valerio Maggio, Porfirio Tramontana, Vincenzo De Simone

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

SemFLATNESSES: Social and Proactive Enterprise Knowledge Management with Semantic Web Technologies.

Gianpio Benincasa, Ciro D'Apice, Matteo Gaeta, Valerio Maggio, Francesco Orciuoli

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.

Domenico Amalfitano, Anna Rita Fasolino, Valerio Maggio, Porfirio Tramontana, Giancarlo Di Mare, Ferdinando Ferrara, Stefano Scala

Proceedings of the 2014 Software Evolution Week, 2014

2013

Improving Software Maintenance using Unsupervised Machine Learning techniques.

Valerio Maggio

PhD thesis, 2013

2012

LINSEN: An efficient approach to split identifiers and expand abbreviations.

Anna Corazza, Sergio Di Martino, Valerio Maggio

Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability.

Anna Corazza, Sergio Di Martino, Valerio Maggio, Alessandro Moschitti, Andrea Passerini, Giuseppe Scanniello, Fabrizio Silvestri

Proceedings of the Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, 2012

2011

Combining Machine Learning and Information Retrieval Techniques for Software Clustering.

Anna Corazza, Sergio Di Martino, Valerio Maggio, Giuseppe Scanniello

Proceedings of the Eternal Systems - First International Workshop, 2011

Investigating the Use of Lexical Information for Software System Clustering.

Anna Corazza, Sergio Di Martino, Valerio Maggio, Giuseppe Scanniello

Proceedings of the 15th European Conference on Software Maintenance and Reengineering, 2011

2010

A Tree Kernel based approach for clone detection.

Anna Corazza, Sergio Di Martino, Valerio Maggio, Giuseppe Scanniello

Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM 2010), 2010