Alice Marascu  Alice Marascu photo       

contact information

Research Scientist
Ireland Research Lab, Dublin, Ireland

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2016

A holistic and principled approach for the empty-answer problem
Mottin, Davide and Marascu, Alice and Roy, Senjuti Basu and Das, Gautam and Palpanas, Themis and Velegrakis, Yannis
The VLDB Journal 25(4), 597--622, Springer, 2016
Abstract


2014

TRISTAN: Real-time analytics on massive time series using sparse dictionary compression
Alice Marascu, Pascal Pompey, Eric Bouillet, Michael Wurst, Olivier Verscheure, Martin Grund, Philippe Cudre-Mauroux
Big Data (Big Data), 2014 IEEE International Conference on, pp. 291--300

IQR: An Interactive Query Relaxation System for the Empty-Answer Problem
Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
ACM SIG International conference on Management of Data / Principles of Database Systems (SIGMOD), 2014


2013

Proceedings of the VLDB Endowment
Mottin, Davide and Marascu, Alice and Roy, Senjuti Basu and Das, Gautam and Palpanas, Themis and Velegrakis, Yannis
A probabilistic optimization framework for the empty-answer problem, 2013
Abstract

Envelope-Based Anomaly Detection for High-Speed Manufacturing Processes
Katsiaryna Mirylenka, Alice Marascu, Themis Palpanas, Matthias Fehr, Stefan Jank, Gunter Welde, Daniel Groeber
European Advanced Process Control and Manufacturing Conference (APC|M), 2013

MiSTRAL: An architecture for low-latency analytics on MasSive time series
Alice Marascu, Pascal Pompey, Eric Bouillet, Olivier Verscheure, Michael Wurst, Martin Grund, Philippe Cudre-Mauroux
Big Data, 2013 IEEE International Conference on, pp. 15--21

A probabilistic optimization framework for the empty-answer problem
Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
Proceedings of the VLDB Endowment 6(14), 1762--1773, VLDB Endowment, 2013


2012

Scalable similarity matching in streaming time series
Alice Marascu, Suleiman A Khan, Themis Palpanas
Advances in Knowledge Discovery and Data Mining, pp. 218--230, Springer, 2012


2011

Atypicity detection in data streams: A self-adjusting approach
Alice Marascu, Florent Masseglia
Intelligent Data Analysis 15(1), 89--105, IOS Press, 2011


2010

REGLO: une nouvelle strat{'e}gie pour r{'e}sumer un flux de s{'e}ries temporelles
Marascu, Alice and Masseglia, Florent and Lechevallier, Yves
Extraction et Gestion des Connaissances, 2010
Abstract

Probleme de matematica (Mathematics Problems)
Constantin Buse, et al. (among collaborators: Alice Marascu)
Reprograph, Craiova, Romania, 2010

A fast approximation strategy for summarizing a set of streaming time series
Alice Marascu, Florent Masseglia, Yves Lechevallier
Proceedings of the 2010 ACM Symposium on Applied Computing, pp. 1617--1621

Mining Common Outliers for Intrusion Detection
Goverdhan Singh, Florent Masseglia, C\'eline Fiot, Alice Marascu, Pascal Poncelet
Advances in Knowledge Discovery and Management, pp. 217--234, Springer, 2010


2009

Extraction de motifs s{'e}quentiels dans les flux de donn{'e}es
Marascu, Alice
Ph.D. Thesis, 2009
Abstract

Collaborative Outlier Mining for Intrusion Detection.
Singh, Goverdhan and Masseglia, Florent and Fiot, Celine and Marascu, Alice and Poncelet, Pascal
EGC, pp. 313--324, 2009
Abstract

Detection d'objets atypiques dans un flot de donnees: une approche multi-resolution
Alice Marascu, Florent Masseglia
Extraction et gestion des connaissances: EGC 2009


A multi-resolution approach for atypical behaviour mining
Alice Marascu, Florent Masseglia
Advances in Knowledge Discovery and Data Mining, pp. 899--906, Springer, 2009

Parameterless outlier detection in data streams
Alice Marascu, Florent Masseglia
Proceedings of the 2009 ACM symposium on Applied Computing, pp. 1491--1495

Data mining for intrusion detection: from outliers to true intrusions
Goverdhan Singh, Florent Masseglia, Celine Fiot, Alice Marascu, Pascal Poncelet
Advances in Knowledge Discovery and Data Mining, pp. 891--898, Springer, 2009

Similarity Matching in Streming Time Series
Alice Marascu, Suleiman A Khan Themis Palpanas
Atelier CIDN Classification Incr\'ementale et D\'etection de Nouveaut\'e, 2009


2008

Web usage mining: extracting unexpected periods from web logs
Florent Masseglia, Pascal Poncelet, Maguelonne Teisseire, Alice Marascu
Data Mining and Knowledge Discovery 16(1), 39--65, Springer, 2008


2007

Limites d'une approche incrementale pour la segmentation de sequences dans les flux
Alice Marascu, Florent Masseglia
Fouille de donnees complexes dans un processus d'extraction des connaissances (FDC'07), EGC 2007, pp. 11


2006

Usage Mining: extraction de p{'e}riodes denses {`a} partir des logs
Masseglia, Florent and Poncelet, Pascal and Teisseire, Maguelonne and Marascu, Alice
Extraction et Gestion des Connaissances, 2006
Abstract

Classification de flots de sequences basee sur une approche centroide
Alice Marascu, Florent Masseglia
XXIV Congres INFORSID' 06 (Informatique des organisations et systemes d'information et de decision), pp. 131--139, 2006

Extraction de motifs sequentiels dans les flots de donnees d'usage du web
Alice Marascu, Florent Masseglia
Extraction et gestion des connaissances: EGC'2006

Mining sequential patterns from data streams: a centroid approach
Alice Marascu, Florent Masseglia
Journal of Intelligent Information Systems 27(3), 291--307, Springer, 2006


2005

WebUsageMining:ExtractingUnexpectedPeriodsfrom Web Logs
FlorentMasseglia, PascalPoncelet, MaguelonneTeisseire, AliceMarascu
In Proceedings of the 2nd Workshop on Temporal Data Mining (TDM'05), held in conjunction with the Fifth IEEE International Conference on Data Mining (ICDM'05), 2005

Mining data streams for frequent sequences extraction
Alice Marascu, Florent Masseglia
Mining Complex Data, 53, 2005

Mining sequential patterns from temporal streaming data
Alice Marascu, Florent Masseglia, others
Proc. of the 1st ECML/PKDD Workshop on Mining Spatio-Temporal Data (MSTD 2005), pp. 1--13


2003

Analiza Matematica (Mathematical Analysis)
Ion Vartopeanu, Gheorghe Vieru, Simona Miu, Alice Marascu, Constantin Enache, Gheorghe Golea
Repograph, Craiova, Romania, 2003

Ghid de pregatire la matematica: Aritmetica, Algebra, Geometrie plana, Geometrie in spatiu (Guide for Mathematics: Arithmetics, Algebra, Plane and Solid Geometry)
Ion Virtopeanu, Romulus Rosescu, Gheorghe Vieru, Ion Pasare, Paul Tatomirescu, Constantin Saraolu, Maria Mergea, Cristina Negrila, Ion Arsinescu, Stefan Ion (Nicusor), Ilarion Postovei, Constantin Enache, Stelian Cirstea, Alice Marascu
Repograph, Craiova, Romania, 2003


Year Unknown

Sequence Clustering in Data Streams
A Marascu, F Masseglia
rocq.inria.fr, 0