Costantina Caruso
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Novelty detection from evolving complex data streams with time windows
M Ceci, A Appice, C Loglisci, C Caruso, F Fumarola, D Malerba
Foundations of Intelligent Systems: 18th International Symposium, ISMIS 2009 …, 2009
Discovering emerging patterns for anomaly detection in network connection data
M Ceci, A Appice, C Caruso, D Malerba
Foundations of Intelligent Systems: 17th International Symposium, ISMIS 2008 …, 2008
Learning the daily model of network traffic
C Caruso, D Malerba, D Papagni
Foundations of Intelligent Systems: 15th International Symposium, ISMIS 2005 …, 2005
Clustering as an add-on for firewalls
C Caruso, D Malerba
WIT Transactions on Information and Communication Technologies 33, 2004
A data mining methodology for anomaly detection in network data
C Caruso, D Malerba
Knowledge-Based Intelligent Information and Engineering Systems: 11th …, 2007
Relational frequent patterns mining for novelty detection from data streams
M Ceci, A Appice, C Loglisci, C Caruso, F Fumarola, C Valente, ...
Machine Learning and Data Mining in Pattern Recognition: 6th International …, 2009
A Relational Approach to Novelty Detection in Data Streams.
A Appice, M Ceci, C Loglisci, C Caruso, F Fumarola, M Todaro, D Malerba
SEBD, 89-100, 2009
Identity Mining Vs Identity Discovering: a new approach based on data mining in the context of Big Data
C Caruso, A Dimitri, M Mecella
GI-EDITION 264, 175-180, 2016
I Intelligence Everywhere-Artificial Intelligence Applications in Security-A Data Mining Methodology for Anomaly Detection in Network Data
C Caruso, D Malerba
Lecture Notes in Computer Science 4693, 109-116, 2007
Symbolic Analysis to Learn Evolving CyberTraffic
C Caruso, D Malerba
Selected Contributions in Data Analysis and Classification, 23-33, 2007
Symbolic analysis to describe cybertraffic
C Caruso, D Malerba
3rd world conference on Computational Statistics & Data Analysis, CSDA 2005, 2005
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