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Fabrizio Angiulli
Fabrizio Angiulli
Full Professor - DIMES, University of Calabria
Dirección de correo verificada de dimes.unical.it - Página principal
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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
11472002
Outlier mining in large high-dimensional data sets
F Angiulli, C Pizzuti
IEEE transactions on Knowledge and Data engineering 17 (2), 203-215, 2005
4982005
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
3862005
Detecting distance-based outliers in streams of data
F Angiulli, F Fassetti
Proceedings of the sixteenth ACM conference on Conference on information and …, 2007
3372007
Fast condensed nearest neighbor rule
F Angiulli
Proceedings of the 22nd international conference on Machine learning, 25-32, 2005
2362005
Fast nearest neighbor condensation for large data sets classification
F Angiulli
IEEE Transactions on Knowledge and Data Engineering 19 (11), 1450-1464, 2007
2352007
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
1412009
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
1202010
Detecting outlying properties of exceptional objects
F Angiulli, F Fassetti, L Palopoli
Acm transactions on database systems (tods) 34 (1), 1-62, 2009
912009
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
892012
Random walk biclustering for microarray data
F Angiulli, E Cesario, C Pizzuti
Information Sciences 178 (6), 1479-1497, 2008
572008
Very efficient mining of distance-based outliers
F Angiulli, F Fassetti
Proceedings of the sixteenth ACM conference on conference on information and …, 2007
522007
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
492007
Scaling up support vector machines using nearest neighbor condensation
F Angiulli, A Astorino
IEEE Transactions on Neural Networks 21 (2), 351-357, 2010
482010
Prototype-based domain description for one-class classification
F Angiulli
IEEE transactions on pattern analysis and machine intelligence 34 (6), 1131-1144, 2012
432012
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
40*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
392013
Outlying property detection with numerical attributes
F Angiulli, F Fassetti, G Manco, L Palopoli
Data mining and knowledge discovery 31, 134-163, 2017
382017
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
372018
Condensed nearest neighbor data domain description
F Angiulli
IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (10), 1746 …, 2007
372007
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