Fabrizio Angiulli

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Fabio FassettiAssistant Professor, DIMES Dept., University of CalabriaVerified email at dimes.unical.it
Luigi Palopoliprofessor of computer science, University of CalabriaVerified email at dimes.unical.it
Stefano BastaResearcher, ICAR CNR, ItalyVerified email at icar.cnr.it
Claudio SartoriProfessor of Computer Science and EngineeringVerified email at unibo.it
Angelo FurfaroAssociate Professor, University of Calabria, ItalyVerified email at unical.it
Giovambattista IanniProfessor of Computer Science, Università della CalabriaVerified email at unical.it
Gianluigi GrecoUniversity of Calabria, Full Professor of Computer ScienceVerified email at mat.unical.it
Gianluigi FolinoSenior Researcher at ICAR-CNRVerified email at icar.cnr.it
Eugenio CesarioAssociate Professor of Computer Engineering, University of CalabriaVerified email at unical.it
Giuseppe MancoICAR-CNR, ISI-CNR, Università della Calabria, Università di PisaVerified email at icar.cnr.it
Massimo RuffoloICAR-CNR - Altilia srlVerified email at icar.cnr.it
Simona E. RomboAssociate Professor, DMI, University of PalermoVerified email at unipa.it
Nicola Di MauroAssociate Professor of Computer Science, University of BariVerified email at uniba.it
Donato MalerbaProfessor of Computer Science, Dept. of Computer Science, University of Bari "Aldo Moro", ItalyVerified email at uniba.it
Stefano FerilliProfessor of Computer Science, University of Bari (Italy)Verified email at di.uniba.it
Pasquale LopsFull Professor - University of Bari Aldo MoroVerified email at di.uniba.it
Marco de GemmisAssociate Professor in Computer Science, University of Bari Aldo MoroVerified email at uniba.it
Giovanni SemeraroComputer Science, head of the SWAP 'Antonio Bello' research group, University of Bari Aldo MoroVerified email at uniba.it
Marco GoriProfessor of Computer Science, University of SienaVerified email at dii.unisi.it
Nicola FanizziLACAM - Dipartimento di Informatica - Università degli studi di Bari "Aldo Moro"Verified email at uniba.it

Fabrizio Angiulli

Full Professor - DIMES, University of Calabria

Verified email at dimes.unical.it - Homepage

Data Mining Artificial Intelligence


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Fast outlier detection in high dimensional spaces F Angiulli, C Pizzuti European conference on principles of data mining and knowledge discovery, 15-27, 2002	1235	2002
Outlier mining in large high-dimensional data sets F Angiulli, C Pizzuti IEEE transactions on Knowledge and Data engineering 17 (2), 203-215, 2005	510	2005
Distance-based detection and prediction of outliers F Angiulli, S Basta, C Pizzuti IEEE transactions on knowledge and data engineering 18 (2), 145-160, 2005	399	2005
Detecting distance-based outliers in streams of data F Angiulli, F Fassetti Proceedings of the sixteenth ACM conference on Conference on information and …, 2007	353	2007
Fast nearest neighbor condensation for large data sets classification F Angiulli IEEE Transactions on Knowledge and Data Engineering 19 (11), 1450-1464, 2007	245	2007
Fast condensed nearest neighbor rule F Angiulli Proceedings of the 22nd international conference on Machine learning, 25-32, 2005	245	2005
Dolphin: An efficient algorithm for mining distance-based outliers in very large datasets F Angiulli, F Fassetti ACM Transactions on Knowledge Discovery from Data (TKDD) 3 (1), 1-57, 2009	142	2009
Distance-based outlier queries in data streams: the novel task and algorithms F Angiulli, F Fassetti Data Mining and Knowledge Discovery 20, 290-324, 2010	122	2010
Distributed strategies for mining outliers in large data sets F Angiulli, S Basta, S Lodi, C Sartori IEEE transactions on knowledge and data engineering 25 (7), 1520-1532, 2012	93	2012
Detecting outlying properties of exceptional objects F Angiulli, F Fassetti, L Palopoli Acm transactions on database systems (tods) 34 (1), 1-62, 2009	93	2009
Random walk biclustering for microarray data F Angiulli, E Cesario, C Pizzuti Information Sciences 178 (6), 1479-1497, 2008	58	2008
Very efficient mining of distance-based outliers F Angiulli, F Fassetti Proceedings of the sixteenth ACM conference on conference on information and …, 2007	53	2007
Distributed nearest neighbor-based condensation of very large data sets F Angiulli, G Folino IEEE Transactions on Knowledge and Data Engineering 19 (12), 1593-1606, 2007	50	2007
Scaling up support vector machines using nearest neighbor condensation F Angiulli, A Astorino IEEE Transactions on Neural Networks 21 (2), 351-357, 2010	49	2010
Prototype-based domain description for one-class classification F Angiulli IEEE transactions on pattern analysis and machine intelligence 34 (6), 1131-1144, 2012	43	2012
Outlying property detection with numerical attributes F Angiulli, F Fassetti, G Manco, L Palopoli Data mining and knowledge discovery 31, 134-163, 2017	42	2017
On the behavior of intrinsically high-dimensional spaces: Distances, direct and reverse nearest neighbors, and hubness F Angiulli Journal of Machine Learning Research 18 (170), 1-60, 2018	41	2018
A distributed approach to detect outliers in very large data sets F Angiulli, S Basta, S Lodi, C Sartori European Conference on Parallel Processing, 329-340, 2010	41*	2010
Nearest neighbor-based classification of uncertain data F Angiulli, F Fassetti ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (1), 1-35, 2013	39	2013
Condensed nearest neighbor data domain description F Angiulli IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (10), 1746 …, 2007	37	2007

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