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1

BestNeighbor: efficient evaluation of kNN queries on large time series databases

Levchenko, Oleksandra, Kolev, Boyan, Yagoubi, Djamel-Edine, Akbarinia, Reza, Masseglia, Florent, Palpanas, Themis, Shasha, Dennis, Valduriez, Patrick

Journal:

Knowledge and Information Systems

Year:

2020

File:

PDF, 1.50 MB

2020

2

Incremental mining of sequential patterns in large databases

Florent Masseglia, Pascal Poncelet, Maguelonne Teisseire

Journal:

Data & Knowledge Engineering

Year:

2003

Language:

english

File:

PDF, 568 KB

english, 2003

3

Mining sequential patterns from data

Alice Marascu, Florent Masseglia

Journal:

Journal of Intelligent Information Systems

Year:

2006

Language:

english

File:

PDF, 531 KB

english, 2006

4

A highly scalable parallel algorithm for maximally informative k-itemset mining

Salah, Saber, Akbarinia, Reza, Masseglia, Florent

Journal:

Knowledge and Information Systems

Year:

2017

Language:

english

File:

PDF, 935 KB

english, 2017

5

Data placement in massively distributed environments for fast parallel mining of frequent itemsets

Salah, Saber, Akbarinia, Reza, Masseglia, Florent

Journal:

Knowledge and Information Systems

Year:

2017

Language:

english

File:

PDF, 1.23 MB

english, 2017

6

ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows

Yagoubi, Djamel Edine, Akbarinia, Reza, Kolev, Boyan, Levchenko, Oleksandra, Masseglia, Florent, Valduriez, Patrick, Shasha, Dennis

Journal:

Data Mining and Knowledge Discovery

Year:

2018

Language:

english

File:

PDF, 1.25 MB

english, 2018

7

Evolution patterns and gradual trends

Céline Fiot, Florent Masseglia, Anne Laurent, Maguelonne Teisseire

Journal:

International Journal of Intelligent Systems

Year:

2009

Language:

english

File:

PDF, 457 KB

english, 2009

8

HDM: A Client/Server/Engine Architecture for Real-Time Web Usage Mining

Florent Masseglia, Maguelonne Teisseire, Pascal Poncelet

Journal:

Knowledge and Information Systems

Year:

2003

Language:

english

File:

PDF, 626 KB

english, 2003

9

Discovering frequent behaviors: time is an essential element of the context

Bashar Saleh, Florent Masseglia

Journal:

Knowledge and Information Systems

Year:

2011

Language:

english

File:

PDF, 963 KB

english, 2011

10

DISCOVERING SIGNIFICANT EVOLUTION PATTERNS FROM SATELLITE IMAGE TIME SERIES

PETITJEAN, FRANÇOIS, MASSEGLIA, FLORENT, GANÇARSKI, PIERRE, FORESTIER, GERMAIN

Journal:

International Journal of Neural Systems

Year:

2011

Language:

english

File:

PDF, 2.01 MB

english, 2011

11

The anti-bouncing data stream model for web usage streams with intralinkings

Zhang, Chongsheng, Masseglia, Florent, Lechevallier, Yves

Journal:

Information Sciences

Year:

2014

Language:

english

File:

PDF, 1.68 MB

english, 2014

12

[ACM Press the 28th Annual ACM Symposium - Coimbra, Portugal (2013.03.18-2013.03.22)] Proceedings of the 28th Annual ACM Symposium on Applied Computing - SAC '13 - Mining frequent itemsets over tuple-evolving data streams

Zhang, Chongsheng, Hao, Yuan, Mazuran, Mirjana, Zaniolo, Carlo, Mousavi, Hamid, Masseglia, Florent

Year:

2013

Language:

english

File:

PDF, 614 KB

english, 2013

13

[ACM Press the 18th international conference - Madrid, Spain (2009.04.20-2009.04.24)] Proceedings of the 18th international conference on World wide web - WWW '09 - A general framework for adaptive and online detection of web attacks

Wang, Wei, Masseglia, Florent, Guyet, Thomas, Quiniou, Rene, Cordier, Marie-Odile

Year:

2009

Language:

english

File:

PDF, 446 KB

english, 2009

14

Autonomic intrusion detection: Adaptively detecting anomalies over unlabeled audit data streams in computer networks

Wang, Wei, Guyet, Thomas, Quiniou, René, Cordier, Marie-Odile, Masseglia, Florent, Zhang, Xiangliang

Journal:

Knowledge-Based Systems

Year:

2014

Language:

english

File:

PDF, 1.27 MB

english, 2014

15

[IEEE 2008 15th International Symposium on Temporal Representation and Reasoning (TIME) - Montreal, Quebec, Canada (2008.06.16-2008.06.18)] 2008 15th International Symposium on Temporal Representation and Reasoning - Time Aware Mining of Itemsets

Saleh, Bashar, Masseglia, Florent

Year:

2008

Language:

english

File:

PDF, 277 KB

english, 2008

16

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - ABS: The Anti Bouncing Model for Usage Data Streams

Zhang, Chongsheng, Masseglia, Florent, Lechevallier, Yves

Year:

2010

Language:

english

File:

PDF, 191 KB

english, 2010

17

[IEEE 2012 19th International Symposium on Temporal Representation and Reasoning (TIME) - Leicester, United Kingdom (2012.09.12-2012.09.14)] 2012 19th International Symposium on Temporal Representation and Reasoning - Modeling and Clustering Users with Evolving Profiles in Usage Streams

Zhang, Chongsheng, Masseglia, Florent, Zhang, Xiangliang

Year:

2012

Language:

english

File:

PDF, 298 KB

english, 2012

18

[IEEE 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE) - Hong Kong, China (2008.06.1-2008.06.6)] 2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) - TED and EVA: Expressing temporal tendencies among quantitative variables using fuzzy sequential patterns

Mot, Celine, Masseglia, Florent, Laurent, Anne, Teisseire, Maguelonne

Year:

2008

Language:

english

File:

PDF, 282 KB

english, 2008

19

[ACM Press the 2009 ACM symposium - Honolulu, Hawaii (2009.03.08-2008.03.12)] Proceedings of the 2009 ACM symposium on Applied Computing - SAC '09 - Parameterless outlier detection in data streams

Marascu, Alice, Masseglia, Florent

Year:

2009

Language:

english

File:

PDF, 468 KB

english, 2009

20

[ACM Press the 2015 ACM SIGMOD International Conference - Melbourne, Victoria, Australia (2015.05.31-2015.06.04)] Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data - SIGMOD '15 - Chiaroscuro

Allard, Tristan, Hébrail, Georges, Masseglia, Florent, Pacitti, Esther

Year:

2015

Language:

english

File:

PDF, 1.08 MB

english, 2015

21

The 6th international workshop on Multimedia Data Mining (MDM/KDD2005)

Bouali, Fatma, Khan, Latifur, Masseglia, Florent

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2005

Language:

english

File:

PDF, 109 KB

english, 2005

22

KDD/MDM 2006

Zhang, Zhongfei, Masseglia, Florent, Jain, Ramesh, Bimbo, Alberto Del

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2006

Language:

english

File:

PDF, 201 KB

english, 2006

23

[ACM Press Proceeding of the ACM first international workshop - Hong Kong, China (2009.11.06-2009.11.06)] Proceeding of the ACM first international workshop on Privacy and anonymity for very large databases - PAVLAD '09 - SAX

Trousset, François, Poncelet, Pascal, Masseglia, Florent

Year:

2009

Language:

english

File:

PDF, 343 KB

english, 2009

24

[ACM Press the 2010 ACM Symposium - Sierre, Switzerland (2010.03.22-2010.03.26)] Proceedings of the 2010 ACM Symposium on Applied Computing - SAC '10 - A fast approximation strategy for summarizing a set of streaming time series

Marascu, Alice, Masseglia, Florent, Lechevallier, Yves

Year:

2010

Language:

english

File:

PDF, 439 KB

english, 2010

25

[IEEE 2015 IEEE International Conference on Data Mining (ICDM) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining - Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data

Salah, Saber, Akbarinia, Reza, Masseglia, Florent

Year:

2015

Language:

english

File:

PDF, 249 KB

english, 2015

26

[IEEE 2016 IEEE 32nd International Conference on Data Engineering (ICDE) - Helsinki, Finland (2016.5.16-2016.5.20)] 2016 IEEE 32nd International Conference on Data Engineering (ICDE) - A new privacy-preserving solution for clustering massively distributed personal times-series

Allard, Tristan, Hebrail, Georges, Masseglia, Florent, Pacitti, Esther

Year:

2016

Language:

english

File:

PDF, 605 KB

english, 2016

27

[IEEE 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Tokyo, Japan (2017.10.19-2017.10.21)] 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - RadiusSketch: Massively Distributed Indexing of Time Series

Yagoubi, Djamel Edine, Akbarinia, Reza, Masseglia, Florent, Shasha, Dennis

Year:

2017

Language:

english

File:

PDF, 1.33 MB

english, 2017

28

[IEEE 2017 IEEE International Conference on Data Mining (ICDM) - New Orleans, LA (2017.11.18-2017.11.21)] 2017 IEEE International Conference on Data Mining (ICDM) - DPiSAX: Massively Distributed Partitioned iSAX

Yagoubi, Djamel Edine, Akbarinia, Reza, Masseglia, Florent, Palpanas, Themis

Year:

2017

Language:

english

File:

PDF, 193 KB

english, 2017

29

[ACM Press the 33rd Annual ACM Symposium - Pau, France (2018.04.09-2018.04.13)] Proceedings of the 33rd Annual ACM Symposium on Applied Computing - SAC '18 - Maximally informative k-itemset mining from massively distributed data streams

Zitouni, Mehdi, Akbarinia, Reza, Yahia, Sadok Ben, Masseglia, Florent

Year:

2018

Language:

english

File:

PDF, 1.11 MB

english, 2018

30

[ACM Press the 27th ACM International Conference - Torino, Italy (2018.10.22-2018.10.26)] Proceedings of the 27th ACM International Conference on Information and Knowledge Management - CIKM '18 - Spark-parSketch

Levchenko, Oleksandra, Yagoubi, Djamel-Edine, Akbarinia, Reza, Masseglia, Florent, Kolev, Boyan, Shasha, Dennis

Year:

2018

Language:

english

File:

PDF, 1.72 MB

english, 2018

31

Massively Distributed Time Series Indexing and Querying

Yagoubi, Djamel-Edine, Akbarinia, Reza, Masseglia, Florent, Palpanas, Themis

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2018

Language:

english

File:

PDF, 1.26 MB

english, 2018

32

[IEEE 2019 IEEE International Conference on Big Data (Big Data) - Los Angeles, CA, USA (2019.12.9-2019.12.12)] 2019 IEEE International Conference on Big Data (Big Data) - High Dimensional Data Clustering by means of Distributed Dirichlet Process Mixture Models

Meguelati, Khadidja, Fontez, Benedicte, Hilgert, Nadine, Masseglia, Florent

Year:

2019

Language:

english

File:

PDF, 777 KB

english, 2019

33

A âbig-dataâ algorithm for KNN-PLS

Metz, Maxime, Lesnoff, Matthieu, Abdelghafour, Florent, Akbarinia, Reza, Masseglia, Florent, Roger, Jean-Michel

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2020

File:

PDF, 3.22 MB

2020

34

Spaceâtime series clustering: Algorithms, taxonomy, and case study on urban smart cities

Belhadi, Asma, Djenouri, Youcef, NÃ¸rvÃ¥g, Kjetil, Ramampiaro, Heri, Masseglia, Florent, Lin, Jerry Chun-Wei

Journal:

Engineering Applications of Artificial Intelligence

Year:

2020

File:

PDF, 1.68 MB

2020

35

Spatial-time motifs discovery

Borges, Heraldo, Dutra, Murillo, Bazaz, Amin, Coutinho, Rafaelli, Perosi, FÃ¡bio, Porto, FÃ¡bio, Masseglia, Florent, Pacitti, Esther, Ogasawara, Eduardo

Journal:

Intelligent Data Analysis

Year:

2020

File:

PDF, 3.05 MB

2020