Fabio Fumarola

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 8

Top Topics

Biological Data

Negative Matrix Factorization

Sequential Pattern Mining

Predictive Modeling

Top Venues

Discovery Science

Publications

Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists. WAIN@ICSE (2021)
Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists. CoRR (2021)
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Donato Malerba, Aleksandra Rashkovska
Predictive Modeling of PV Energy Production: How to Set Up the Learning Task for a Better Prediction? IEEE Trans. Ind. Informatics 13 (3) (2017)
Fabio Fumarola, Pasqua Fabiana Lanotte
Exploiting Recurrent Neural Networks for Gate Traffic Prediction. TRAP (2017)
Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci
Exploiting Web Sites Structural and Content Features for Web Pages Clustering. ISMIS (2017)
Nicoletta Del Buono, Flavia Esposito, Fabio Fumarola, Angelina Boccarelli, Mauro Coluccia
Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations. MOD (2016)
Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci
Automatic Generation of Sitemaps Based on Navigation Systems. MOD (2016)
Fabio Fumarola, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba
CloFAST: closed sequential pattern mining using sparse and vertical id-lists. Knowl. Inf. Syst. 48 (2) (2016)
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources. IDEAS (2015)
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
VIPOC Project Research Summary (Discussion Paper). SEBD (2015)
Fabio Fumarola, Annalisa Appice, Donato Malerba
A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants. ISMIS (2014)
Gianvito Pio, Fabio Fumarola, Antonio E. Felle, Donato Malerba, Michelangelo Ceci
Discovering Novelty Patterns from the Ancient Christian Inscriptions of Rome. ACM Journal on Computing and Cultural Heritage 7 (4) (2014)
Fabio Fumarola, Donato Malerba
A parallel algorithm for approximate frequent itemset mining using MapReduce. HPCS (2014)
Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci, Andrea Scarpino, Michele Damiano Torelli, Donato Malerba
Automatic Extraction of Logical Web Lists. ISMIS (2014)
Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba
Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining. Discovery Science (2014)
Fabio Fumarola, Gianvito Pio, Antonio E. Felle, Donato Malerba, Michelangelo Ceci
EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy. IRCDL (2013)
Michelangelo Ceci, Mauro Coluccia, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo
A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis. SEBD (2012)
Michelangelo Ceci, Pietro Hiram Guzzi, Elio Masciari, Mauro Coluccia, Federica Mandreoli, Massimo Mecella, Fabio Fumarola, Riccardo Martoglia, Wilma Penzo
The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis. SIGHIT Rec. 2 (2) (2012)
Michelangelo Ceci, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo
Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data. ITBAM (2012)
Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han
FAST Sequence Mining Based on Sparse Id-Lists. ISMIS (2011)
Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han
Extracting General Lists from Web Documents: A Hybrid Approach. IEA/AIE (1) (2011)
Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba
Growing parallel paths for entity-page discovery. WWW (Companion Volume) (2011)
Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han
HyLiEn: a hybrid approach to general list extraction on the web. WWW (Companion Volume) (2011)
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
WINACS: construction and analysis of web-based computer science information networks. SIGMOD Conference (2011)
Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba
Unexpected results in automatic list extraction on the web. SIGKDD Explor. 12 (2) (2010)
Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba
Mapping web pages to database records via link paths. CIKM (2010)
Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba
Approximate Frequent Itemset Discovery from Data Stream. AI*IA (2009)
Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Carmine Valente, Donato Malerba
Relational Frequent Patterns Mining for Novelty Detection from Data Streams. MLDM (2009)
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Michele Todaro, Donato Malerba
A Relational Approach to Novelty Detection in Data Streams. SEBD (2009)
Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba
Novelty Detection from Evolving Complex Data Streams with Time Windows. ISMIS (2009)
Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba
A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. Discovery Science (2009)
Fabio Fumarola, Eliana Salvemini, Donato Malerba
KD-ASP - A distributed collaborative data mining platform. SEBD (2008)
Fabio Fumarola, Eliana Salvemini, Donato Malerba
A KDD Platform Based on the Application Service Provider Paradigm. ICDM Workshops (2008)