Costantina Caruso was the Research Manager at Computer Science department of University of Bari Aldo Moro. She was also the coordinator of the Computer Science Department.

Research Interests

Cloud Computing, Information Security, Data Mining, Network, Network Administration, Computer Security and IT Forensics, Information Security Management, Market Research, Web Applications, Firewalls, Stream Data

Costantina Caruso
PhD, Research Technician
em@il: costantina.caruso @ uniba.it
webpage: http://www.di.uniba.it/~caruso





Publications Legend

Journal Articles
Book
Conference or Workshop
Editorship
Collection
Other

Publications


2016
Costantina Caruso, Andrea Dimitri, Massimo Mecella:
Identity Mining vs Identity Discovering: a new approach. Open Identity Summit: 175-180 (2016)
DOI: https://dl.gi.de/handle/20.500.12116/599


2009
Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba:
Novelty Detection from Evolving Complex Data Streams with Time Windows. ISMIS: 563-572 (2009)
DOI: https://doi.org/10.1007/978-3-642-04125-9_59
Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Carmine Valente, Donato Malerba:
Relational Frequent Patterns Mining for Novelty Detection from Data Streams. MLDM: 427-439 (2009)
DOI: https://doi.org/10.1007/978-3-642-03070-3_32
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Michele Todaro, Donato Malerba:
A Relational Approach to Novelty Detection in Data Streams. SEBD: 89-100 (2009)


2008
Michelangelo Ceci, Annalisa Appice, Costantina Caruso, Donato Malerba:
Discovering Emerging Patterns for Anomaly Detection in Network Connection Data. ISMIS: 179-188 (2008)
DOI: https://doi.org/10.1007/978-3-540-68123-6_20


2007
Costantina Caruso, Donato Malerba:
A Data Mining Methodology for Anomaly Detection in Network Data. KES (2): 109-116 (2007)
DOI: https://doi.org/10.1007/978-3-540-74827-4_14
Costantina Caruso:
A Data Mining Methodology for Anomaly Detection in Network Data: Choosing System-Defined Decision Boundaries. SEBD: 332-340 (2007)


2005
Costantina Caruso, Donato Malerba, Davide Papagni:
Learning the Daily Model of Network Traffic. ISMIS: 131-141 (2005)
DOI: https://doi.org/10.1007/11425274_14