Fabio Fumarola

36 papers A 1B 2C 6Journal 6Unranked 18
YearRankTypeTitle / Venue / Authors
2021 — conf
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
WAIN@ICSE
Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino
2021 J jnl
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
CoRR
Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino
2017 — conf
Exploiting Recurrent Neural Networks for Gate Traffic Prediction.
TRAP
Fabio Fumarola, Pasqua Fabiana Lanotte
2017 C conf
Exploiting Web Sites Structural and Content Features for Web Pages Clustering.
ISMIS
Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci
2017 J jnl
Predictive Modeling of PV Energy Production: How to Set Up the Learning Task for a Better Prediction?
IEEE Trans. Ind. Informatics
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Donato Malerba, Aleksandra Rashkovska
2017 — ed.
Proceedings of the Second Workshop on MIning DAta for financial applicationS (MIDAS 2017) co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), Skopje, Macedonia, September 18, 2017.
MIDAS@PKDD/ECML
Ilaria Bordino, Guido Caldarelli, Fabio Fumarola, Francesco Gullo, Tiziano Squartini
2016 — conf
Automatic Generation of Sitemaps Based on Navigation Systems.
MOD
Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci
2016 — conf
Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations.
MOD
Nicoletta Del Buono, Flavia Esposito, Fabio Fumarola, Angelina Boccarelli, Mauro Coluccia
2016 J jnl
CloFAST: closed sequential pattern mining using sparse and vertical id-lists.
Knowl. Inf. Syst.
Fabio Fumarola, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba
2016 — ed.
Proceedings of the First Workshop on MIning DAta for financial applicationS (MIDAS 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2016), Riva del Garda, Italy, September 19-23, 2016.
MIDAS@PKDD/ECML
Ilaria Bordino, Guido Caldarelli, Fabio Fumarola, Francesco Gullo, Tiziano Squartini
2015 C conf
Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources.
IDEAS
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
2015 — conf
VIPOC Project Research Summary (Discussion Paper).
SEBD
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
2014 C conf
A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants.
ISMIS
Fabio Fumarola, Annalisa Appice, Donato Malerba
2014 — conf
A parallel algorithm for approximate frequent itemset mining using MapReduce.
HPCS
Fabio Fumarola, Donato Malerba
2014 C conf
Automatic Extraction of Logical Web Lists.
ISMIS
Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci, Andrea Scarpino, Michele Damiano Torelli, Donato Malerba
2014 B conf
Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining.
Discovery Science
Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba
2014 — book
Data Mining Techniques in Sensor Networks - Summarization, Interpolation and Surveillance.
Annalisa Appice, Anna Ciampi, Fabio Fumarola, Donato Malerba
2014 J jnl
Discovering Novelty Patterns from the Ancient Christian Inscriptions of Rome.
ACM Journal on Computing and Cultural Heritage
Gianvito Pio, Fabio Fumarola, Antonio E. Felle, Donato Malerba, Michelangelo Ceci
2013 — conf
EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy.
IRCDL
Fabio Fumarola, Gianvito Pio, Antonio E. Felle, Donato Malerba, Michelangelo Ceci
2012 — conf
A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis.
SEBD
Michelangelo Ceci, Mauro Coluccia, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo
2012 J jnl
The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis.
SIGHIT Rec.
Michelangelo Ceci, Pietro Hiram Guzzi, Elio Masciari, Mauro Coluccia, Federica Mandreoli, Massimo Mecella, Fabio Fumarola, Riccardo Martoglia, Wilma Penzo
2012 — conf
Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data.
ITBAM
Michelangelo Ceci, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo
2011 — conf
Extracting General Lists from Web Documents: A Hybrid Approach.
IEA/AIE (1)
Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han
2011 C conf
FAST Sequence Mining Based on Sparse Id-Lists.
ISMIS
Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han
2011 — conf
Growing parallel paths for entity-page discovery.
WWW (Companion Volume)
Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba
2011 — conf
HyLiEn: a hybrid approach to general list extraction on the web.
WWW (Companion Volume)
Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han
2011 — conf
WINACS: construction and analysis of web-based computer science information networks.
SIGMOD Conference
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
2010 A conf
Mapping web pages to database records via link paths.
CIKM
Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba
2010 J jnl
Unexpected results in automatic list extraction on the web.
SIGKDD Explor.
Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba
2009 — conf
A Relational Approach to Novelty Detection in Data Streams.
SEBD
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Michele Todaro, Donato Malerba
2009 B conf
A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams.
Discovery Science
Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba
2009 — conf
Approximate Frequent Itemset Discovery from Data Stream.
AI*IA
Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba
2009 C conf
Novelty Detection from Evolving Complex Data Streams with Time Windows.
ISMIS
Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba
2009 — conf
Relational Frequent Patterns Mining for Novelty Detection from Data Streams.
MLDM
Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Carmine Valente, Donato Malerba
2008 — conf
A KDD Platform Based on the Application Service Provider Paradigm.
ICDM Workshops
Fabio Fumarola, Eliana Salvemini, Donato Malerba
2008 — conf
KD-ASP - A distributed collaborative data mining platform.
SEBD
Fabio Fumarola, Eliana Salvemini, Donato Malerba