A KDD Platform Based on the Application Service Provider Paradigm. - Fabio Fumarola; Eliana Salvemini; Donato Malerba (ICDM Workshops, 2008)

KD-ASP - A distributed collaborative data mining platform. - Fabio Fumarola; Eliana Salvemini; Donato Malerba (SEBD, 2008)

Approximate Frequent Itemset Discovery from Data Stream. - Anna Ciampi; Fabio Fumarola; Annalisa Appice; Donato Malerba (AI*IA, 2009)

A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. - Fabio Fumarola; Anna Ciampi; Annalisa Appice; Donato Malerba (Discovery Science, 2009)

Novelty Detection from Evolving Complex Data Streams with Time Windows. - Michelangelo Ceci; Annalisa Appice; Corrado Loglisci; Costantina Caruso; Fabio Fumarola; Donato Malerba (ISMIS, 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 (MLDM, 2009)

A Relational Approach to Novelty Detection in Data Streams. - Annalisa Appice; Michelangelo Ceci; Corrado Loglisci; Costantina Caruso; Fabio Fumarola; Michele Todaro; Donato Malerba (SEBD, 2009)

Mapping web pages to database records via link paths. - Tim Weninger; Fabio Fumarola; Jiawei Han 001; Donato Malerba (CIKM, 2010)

Unexpected results in automatic list extraction on the web. - Tim Weninger; Fabio Fumarola; Rick Barber; Jiawei Han 001; Donato Malerba (SIGKDD Explor., 2010)

Extracting General Lists from Web Documents: A Hybrid Approach. - Fabio Fumarola; Tim Weninger; Rick Barber; Donato Malerba; Jiawei Han 001 (IEA/AIE (1), 2011)

FAST Sequence Mining Based on Sparse Id-Lists. - Eliana Salvemini; Fabio Fumarola; Donato Malerba; Jiawei Han 001 (ISMIS, 2011)

WINACS: construction and analysis of web-based computer science information networks. - Tim Weninger; Marina Danilevsky; Fabio Fumarola; Joshua M. Hailpern; Jiawei Han 001; Thomas J. Johnston; Surya Kallumadi; Hyungsul Kim; Zhijin Li; David McCloskey; Yizhou Sun; Nathan E. TeGrotenhuis; et al. (SIGMOD Conference, 2011)

HyLiEn: a hybrid approach to general list extraction on the web. - Fabio Fumarola; Tim Weninger; Rick Barber; Donato Malerba; Jiawei Han 001 (WWW (Companion Volume), 2011)

Growing parallel paths for entity-page discovery. - Tim Weninger; Fabio Fumarola; Cindy Xide Lin; Rick Barber; Jiawei Han 001; Donato Malerba (WWW (Companion Volume), 2011)

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 (ITBAM, 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 (SEBD, 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)

EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy. - Fabio Fumarola; Gianvito Pio; Antonio E. Felle; Donato Malerba; Michelangelo Ceci (IRCDL, 2013)

Data Mining Techniques in Sensor Networks - Summarization, Interpolation and Surveillance. - Annalisa Appice; Anna Ciampi; Fabio Fumarola; Donato Malerba (Springer, 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 (Discovery Science, 2014)

A parallel algorithm for approximate frequent itemset mining using MapReduce. - Fabio Fumarola; Donato Malerba (HPCS, 2014)

A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants. - Fabio Fumarola; Annalisa Appice; Donato Malerba (ISMIS, 2014)

Automatic Extraction of Logical Web Lists. - Pasqua Fabiana Lanotte; Fabio Fumarola; Michelangelo Ceci; Andrea Scarpino; Michele Damiano Torelli; Donato Malerba (ISMIS, 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)

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 (IDEAS, 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 (SEBD, 2015)

Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations. - Nicoletta Del Buono; Flavia Esposito; Fabio Fumarola; Angelina Boccarelli; Mauro Coluccia (MOD, 2016)

Automatic Generation of Sitemaps Based on Navigation Systems. - Pasqua Fabiana Lanotte; Fabio Fumarola; Donato Malerba; Michelangelo Ceci (MOD, 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)

Exploiting Web Sites Structural and Content Features for Web Pages Clustering. - Pasqua Fabiana Lanotte; Fabio Fumarola; Donato Malerba; Michelangelo Ceci (ISMIS, 2017)

Exploiting Recurrent Neural Networks for Gate Traffic Prediction. - Fabio Fumarola; Pasqua Fabiana Lanotte (TRAP, 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)

Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists. - Filippo Lanubile; Fabio Calefato; Luigi Quaranta; Maddalena Amoruso; Fabio Fumarola; Michele Filannino (WAIN@ICSE, 2021)