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ATOM
lirmm-00838618
v1
Conference papers
Reza Akbarinia
,
Florent Masseglia
.
Fast and Exact Mining of Probabilistic Data Streams
ECML PKDD 2013 - Joint European Conference on Machine Learning and Knowledge Discovery in Databases
, Sep 2013, Prague, Czech Republic. pp.493-508,
⟨10.1007/978-3-642-40988-2_32⟩
hal-01999453
v1
Conference papers
Khadidja Meguelati
,
Bénédicte Fontez
,
Nadine Hilgert
,
Florent Masseglia
.
Dirichlet Process Mixture Models made Scalable and Effective by means of Massive Distribution
SAC 2019 - 34th ACM/SIGAPP Symposium on Applied Computing
, Apr 2019, Limassol, Cyprus. pp.502-509,
⟨10.1145/3297280.3297327⟩
lirmm-02364411
v1
Conference papers
Khadidja Meguelati
,
Bénédicte Fontez
,
Nadine Hilgert
,
Florent Masseglia
.
High Dimensional Data Clustering by means of Distributed Dirichlet Process Mixture Models
IEEE Big Data 2019 - IEEE International Conference on Big Data
, Dec 2019, Los-Angeles, United States
inria-00359206
v2
Conference papers
Goverdhan Singh
,
Florent Masseglia
,
Céline Fiot
,
Alice Marascu
,
Pascal Poncelet
.
Data Mining for Intrusion Detection: from Outliers to True Intrusions
PAKDD 2009 - 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining
, Apr 2009, Bankok, Thailand. pp.891-898,
⟨10.1007/978-3-642-01307-2_93⟩
hal-01238442
v1
Other publications
Thierry Viéville
,
Sylvie Boldo
,
Florent Masseglia
,
Pierre Bernhard
.
« Structures : organisation, complexité, dynamique » des mot-clés au sens inattendu
2015
hal-02095640
v1
Software
Oleksandra Levchenko
,
Djamel-Edine Yagoubi
,
Reza Akbarinia
,
Florent Masseglia
,
Boyan Kolev
et al.
Imitates
2019
lirmm-02265729
v1
Conference papers
Boyan Kolev
,
Reza Akbarinia
,
Ricardo Jimenez-Peris
,
Oleksandra Levchenko
,
Florent Masseglia
et al.
Parallel Streaming Implementation of Online Time Series Correlation Discovery on Sliding Windows with Regression Capabilities
CLOSER 2019 - 9th International Conference on Cloud Computing and Services Science
, May 2019, Heraklion, Greece. pp.681-687,
⟨10.5220/0007843806810687⟩
lirmm-01886794
v1
Journal articles
Djamel-Edine Yagoubi
,
Reza Akbarinia
,
Boyan Kolev
,
Oleksandra Levchenko
,
Florent Masseglia
et al.
ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows
Data Mining and Knowledge Discovery
, Springer, 2018, 32 (5), pp.1481-1507.
⟨10.1007/s10618-018-0580-z⟩
inria-00460723
v1
Conference papers
Wei Wang
,
Thomas Guyet
,
René Quiniou
,
Marie-Odile Cordier
,
Florent Masseglia
et al.
Online and Adaptive anomaly Detection: detecting intrusions in unlabelled audit data streams
EGC 2009
, 2009, Strasbourg, France
lirmm-01620383
v1
Journal articles
Saber Salah
,
Reza Akbarinia
,
Florent Masseglia
.
Data placement in massively distributed environments for fast parallel mining of frequent itemsets
Knowledge and Information Systems (KAIS)
, Springer, 2017, 53 (1), pp.207-237.
⟨10.1007/s10115-017-1041-5⟩
hal-00106798
v1
Conference papers
Florent Masseglia
,
Pascal Poncelet
,
Maguelonne Teisseire
.
Peer-to-Peer Usage Analysis: a Distributed Mining Approach
AINA: Advanced Information Networking and Applications
, 2006, Vienna, Austria
inria-00461839
v1
Conference papers
Alice Marascu
,
Florent Masseglia
.
Classification de flots de séquences basée sur une approche centroïde
INFORSID, Informatique des organisations et systèmes d'information et de décision
, Jun 2006, Hammamet, Tunisie
inria-00461880
v1
Conference papers
Alice Marascu
,
Florent Masseglia
.
Classification de flots de séquences basée sur une approche centroïde
Fouille de données complexes dans un processus d'extraction de connaissances
, Jan 2006, Lille, France. pp.131-139
inria-00461831
v1
Conference papers
Alice Marascu
,
Florent Masseglia
.
A Multi-Resolution Approach for Atypical Behaviour Mining
Pacific-Asia Conference on Knowledge Discovery and Data Mining
, Apr 2009, Bangkok, Thailand. pp.899-906,
⟨10.1007/978-3-642-01307-2⟩
lirmm-00365419
v1
Books
Pascal Poncelet
,
Florent Masseglia
,
Maguelonne Teisseire
.
Data Mining Patterns: New Methods and Applications
IDEA Group, pp.307, 2007, 13 978-1599041629
lirmm-00272632
v1
Journal articles
Florent Masseglia
,
Pascal Poncelet
,
Maguelonne Teisseire
.
Efficient Mining of Sequential Patterns with Time Constraints: Reducing the Combinations
Expert Systems with Applications
, Elsevier, 2009, 36 (2), pp.2677-2690.
⟨10.1016/j.eswa.2008.01.021⟩
inria-00461834
v1
Conference papers
Alice Marascu
,
Florent Masseglia
,
Yves Lechevallier
.
REGLO: une nouvelle stratégie pour résumer un flux de séries temporelles
Extraction et Gestion des Connaissances
, Jan 2010, Hammamet, Tunisie
lirmm-03036910
v1
Conference papers
Khadidja Meguelati
,
Bénédicte Fontez
,
Nadine Hilgert
,
Florent Masseglia
,
Isabelle Sanchez
.
Massively Distributed Clustering via Dirichlet Process Mixture
ECML PKDD 2020 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
, Sep 2020, Ghent / Virtual, Belgium.
⟨10.1007/978-3-030-67670-4_34⟩
hal-02899789
v1
Journal articles
Maxime Metz
,
Matthieu Lesnoff
,
Florent Abdelghafour
,
Reza Akbarinia
,
Florent Masseglia
et al.
A “big-data” algorithm for KNN-PLS
Chemometrics and Intelligent Laboratory Systems
, Elsevier, 2020, 203, pp.104076.
⟨10.1016/j.chemolab.2020.104076⟩
hal-00804915
v1
Reports
Antoine Rousseau
,
Aurélie Darnaud
,
Brice Goglin
,
Céline Acharian
,
Christine Leininger
et al.
Médiation Scientifique : une facette de nos métiers de la recherche
[Interne] Inria. 2013, pp.34
lirmm-01620125
v1
Conference papers
Djamel-Edine Yagoubi
,
Reza Akbarinia
,
Florent Masseglia
,
Themis Palpanas
.
DPiSAX: Massively Distributed Partitioned iSAX
ICDM: International Conference on Data Mining
, Nov 2017, New Orleans, United States. pp.1135-1140,
⟨10.1109/ICDM.2017.151⟩
lirmm-01867804
v1
Conference papers
Patrick Valduriez
,
Marta Mattoso
,
Reza Akbarinia
,
Heraldo Borges
,
José Camata
et al.
Scientific Data Analysis Using Data-Intensive Scalable Computing: the SciDISC Project
LADaS: Latin America Data Science Workshop
, Aug 2018, Rio de Janeiro, Brazil
hal-01154767
v1
Conference papers
Marie Duflot
,
Martin Quinson
,
Florent Masseglia
,
Didier Roy
,
Julien Vaubourg
et al.
When sharing computer science with everyone also helps avoiding digital prejudices
SCRATCH
, Aug 2015, Amsterdam, Netherlands
lirmm-03359500
v1
Journal articles
Heraldo Borges
,
Reza Akbarinia
,
Florent Masseglia
.
Anomaly Detection in Time Series
Transactions on Large-Scale Data- and Knowledge-Centered Systems
, Springer Berlin / Heidelberg, In press
lirmm-00830923
v1
Conference papers
Chongsheng Zhang
,
Yuan Hao
,
Mirjana Mazuran
,
Carlo Zaniolo
,
Hamid Mousavi
et al.
Mining frequent itemsets over tuple-evolving data streams
SAC: Symposium on Applied Computing
, Mar 2013, Coimbra, Portugal. pp.267-274,
⟨10.1145/2480362.2480419⟩
hal-00640214
v1
Conference papers
François Petitjean
,
Florent Masseglia
,
Pierre Gançarski
.
Découverte de motifs d'évolution significatifs dans les séries temporelles d'images satellites
EGC: Extraction et Gestion des Connaissances
, Jan 2011, Brest, France. pp.665-676
lirmm-03036868
v1
Journal articles
Asma Belhadi
,
Youcef Djenouri
,
Kjetil Nørvåg
,
Heri Ramampiaro
,
Florent Masseglia
et al.
Space Time Series Clustering: Algorithms, Taxonomy, and Case Study on Urban Smart Cities
Engineering Applications of Artificial Intelligence
, Elsevier, 2020, 95, pp.#103857.
⟨10.1016/j.engappai.2020.103857⟩
lirmm-01171555
v1
Conference papers
Saber Salah
,
Reza Akbarinia
,
Florent Masseglia
.
Optimizing the Data-Process Relationship for Fast Mining of Frequent Itemsets in MapReduce
MLDM: Machine Learning and Data Mining
, Jul 2015, Hamburg, Germany. pp.217-231,
⟨10.1007/978-3-319-21024-7_15⟩
hal-01350299
v1
Journal articles
Florent Masseglia
.
Person of Interest : la surveillance des données individuelles pour anticiper les crimes
Interstices
, INRIA, 2013
hal-01925965
v1
Conference papers
Riccardo Campisano
,
Heraldo Borges
,
Fábio Porto
,
Fabio Perosi
,
Esther Pacitti
et al.
Discovering Tight Space-Time Sequences
DaWaK: Data Warehousing and Knowledge Discovery
, Sep 2018, Regensburg, Germany. pp.247-257,
⟨10.1007/978-3-319-98539-8_19⟩
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