Fabio Fumarola

According to our database, Fabio Fumarola authored at least 33 papers between 2008 and 2021.

Collaborative distances:

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

2021

Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.

Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino

Proceedings of the 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, 2021

2017

Predictive Modeling of PV Energy Production: How to Set Up the Learning Task for a Better Prediction?

Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Donato Malerba, Aleksandra Rashkovska

IEEE Trans. Ind. Informatics, 2017

Exploiting Recurrent Neural Networks for Gate Traffic Prediction.

Fabio Fumarola, Pasqua Fabiana Lanotte

Proceedings of the Traffic Mining Applied to Police Activities, 2017

Exploiting Web Sites Structural and Content Features for Web Pages Clustering.

Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016

CloFAST: closed sequential pattern mining using sparse and vertical id-lists.

Fabio Fumarola, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba

Knowl. Inf. Syst., 2016

Automatic Generation of Sitemaps Based on Navigation Systems.

Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci

Proceedings of the Machine Learning, Optimization, and Big Data, 2016

Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations.

Nicoletta Del Buono, Flavia Esposito, Fabio Fumarola, Angelina Boccarelli, Mauro Coluccia

Proceedings of the Machine Learning, Optimization, and Big Data, 2016

2015

VIPOC Project Research Summary (Discussion Paper).

Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources.

Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska

Proceedings of the 19th International Database Engineering & Applications Symposium, 2015

2014

Discovering Novelty Patterns from the Ancient Christian Inscriptions of Rome.

Gianvito Pio, Fabio Fumarola, Antonio E. Felle, Donato Malerba, Michelangelo Ceci

ACM Journal on Computing and Cultural Heritage, 2014

Automatic Extraction of Logical Web Lists.

Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci, Andrea Scarpino, Michele Damiano Torelli, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants.

Fabio Fumarola, Annalisa Appice, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

A parallel algorithm for approximate frequent itemset mining using MapReduce.

Fabio Fumarola, Donato Malerba

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining.

Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba

Proceedings of the Discovery Science - 17th International Conference, 2014

Data Mining Techniques in Sensor Networks - Summarization, Interpolation and Surveillance.

Annalisa Appice, Anna Ciampi, Fabio Fumarola, Donato Malerba

Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-5453-2, 2014

2013

EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy.

Fabio Fumarola, Gianvito Pio, Antonio E. Felle, Donato Malerba, Michelangelo Ceci

Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

2012

The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis.

Michelangelo Ceci, Pietro Hiram Guzzi, Elio Masciari, Mauro Coluccia, Federica Mandreoli, Massimo Mecella, Fabio Fumarola, Riccardo Martoglia, Wilma Penzo

SIGHIT Rec., 2012

A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis.

Michelangelo Ceci, Mauro Coluccia, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data.

Michelangelo Ceci, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo

Proceedings of the Information Technology in Bio- and Medical Informatics, 2012

2011

Growing parallel paths for entity-page discovery.

Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba

Proceedings of the 20th International Conference on World Wide Web, 2011

HyLiEn: a hybrid approach to general list extraction on the web.

Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han

Proceedings of the 20th International Conference on World Wide Web, 2011

WINACS: construction and analysis of web-based computer science information networks.

Tim Weninger, Marina Danilevsky, Fabio Fumarola, Joshua M. Hailpern, Jiawei Han, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey, Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, Xiao Yu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

FAST Sequence Mining Based on Sparse Id-Lists.

Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Extracting General Lists from Web Documents: A Hybrid Approach.

Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han

Proceedings of the Modern Approaches in Applied Intelligence, 2011

2010

Unexpected results in automatic list extraction on the web.

Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba

SIGKDD Explor., 2010

Mapping web pages to database records via link paths.

Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

A Relational Approach to Novelty Detection in Data Streams.

Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Michele Todaro, Donato Malerba

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Relational Frequent Patterns Mining for Novelty Detection from Data Streams.

Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Carmine Valente, Donato Malerba

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Novelty Detection from Evolving Complex Data Streams with Time Windows.

Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams.

Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba

Proceedings of the Discovery Science, 12th International Conference, 2009

Approximate Frequent Itemset Discovery from Data Stream.

Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

KD-ASP - A distributed collaborative data mining platform.

Fabio Fumarola, Eliana Salvemini, Donato Malerba

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

A KDD Platform Based on the Application Service Provider Paradigm.

Fabio Fumarola, Eliana Salvemini, Donato Malerba

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008