Ahlame Douzal Chouakria

According to our database, Ahlame Douzal Chouakria authored at least 37 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Exploring Dynamic Structures in Matrix-Valued Time Series via Principal Component Analysis.

Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi

Axioms, June, 2023

2020

Interpretable time series kernel analytics by pre-image estimation.

Thi Phuong Thao Tran, Ahlame Douzal Chouakria, Saeed Varasteh Yazdi, Paul Honeine, Patrick Gallinari

Artif. Intell., 2020

2019

A large margin time series nearest neighbour classification under locally weighted time warps.

Jidong Yuan, Ahlame Douzal Chouakria, Saeed Varasteh Yazdi, Zhihai Wang

Knowl. Inf. Syst., 2019

2018

Temporal Analytics in Social Media.

Sihem Amer-Yahia, Themis Palpanas, Mikalai Tsytsarau, Sofia Kleisarchaki, Ahlame Douzal, Vassilis Christophides

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Time warp invariant <i>k</i>SVD: Sparse coding and dictionary learning for time series under time warp.

Saeed Varasteh Yazdi, Ahlame Douzal Chouakria

Pattern Recognit. Lett., 2018

Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis.

Son T. Mai, Sihem Amer-Yahia, Sébastien Bailly, Jean Louis Pépin, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen

Data Sci. Eng., 2018

Time Warp Invariant Dictionary Learning for Time Series Clustering: Application to Music Data Stream Analysis.

Saeed Varasteh Yazdi, Ahlame Douzal Chouakria, Patrick Gallinari, Manuel Moussallam

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Scalable Active Temporal Constrained Clustering.

Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria

Proceedings of the 21st International Conference on Extending Database Technology, 2018

Scalable Active Constrained Clustering for Temporal Data.

Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification.

Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut, Saeed Varasteh

Inf. Sci., 2017

2016

Generalized k-means-based clustering for temporal data under weighted and kernel time warp.

Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier

Pattern Recognit. Lett., 2016

A study of different keyword activity prediction problems in social media.

François Kawala, Éric Gaussier, Ahlame Douzal Chouakria, Eustache Diemert

Int. J. Soc. Netw. Min., 2016

Querying Temporal Drifts at Multiple Granularities (Technical Report).

Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides

CoRR, 2016

2015

A Comparison of Progressive and Iterative Centroid Estimation Approaches Under Time Warp.

Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier

Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

Progressive and Iterative Approaches for Time Series Averaging.

Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

A Multi-modal Metric Learning Framework for Time Series kNN Classification.

Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut

Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

Temporal and Frequential Metric Learning for Time Series kNN Classification.

Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

An Exploratory Analysis of Multiple Multivariate Time Series.

Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

Multiple metric learning for large margin kNN classification of time series.

Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut

Proceedings of the 23rd European Signal Processing Conference, 2015

Selecting representative instances from datasets.

Seyed Hamid Mirisaee, Ahlame Douzal, Alexandre Termier

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Querying Temporal Drifts at Multiple Granularities.

Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Apprentissage d'ordonnancement et influence de l'ambiguïté pour la prédiction d'activité sur les réseaux sociaux.

François Kawala, Éric Gaussier, Ahlame Douzal, Eustache Diemert

Proceedings of the CORIA 2014, 2014

2013

Predict keywords activities in a online social media.

François Kawala, Ahlame Douzal, Éric Gaussier, Eustache Diemert

Dataset, December, 2013

Buzz in social media.

François Kawala, Ahlame Douzal, Éric Gaussier, Eustache Diemert

Dataset, May, 2013

Learning Multiple Temporal Matching for Time Series Classification.

Cedric Frambourg, Ahlame Douzal Chouakria, Éric Gaussier

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

2012

Classification trees for time series.

Ahlame Douzal Chouakria, Cécile Amblard

Pattern Recognit., 2012

Contribution à l'analyse de données temporelles. (Temporal Data Analysis).

Ahlame Douzal Chouakria

, 2012

2011

Principal component analysis for interval-valued observations.

Ahlame Douzal Chouakria, Lynne Billard, Edwin Diday

Stat. Anal. Data Min., 2011

2010

A random-periods model for the comparison of a metrics efficiency to classify cell-cycle expressed genes.

Ahlame Douzal Chouakria, Alpha Diallo, Françoise Giroud

Pattern Recognit. Lett., 2010

2009

Adaptive clustering for time series: Application for identifying cell cycle expressed genes.

Ahlame Douzal Chouakria, Alpha Diallo, Françoise Giroud

Comput. Stat. Data Anal., 2009

Which Distance for the Identification and the Differentiation of Cell-Cycle Expressed Genes?.

Alpha Diallo, Ahlame Douzal Chouakria, Françoise Giroud

Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

2008

Classification adaptative de séries temporelles : application à l'identification des gènes exprimés au cours du cycle cellulaire.

Alpha Diallo, Ahlame Douzal, Françoise Giroud

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007

Adaptive dissimilarity index for measuring time series proximity.

Ahlame Douzal Chouakria, Panduranga Naidu Nagabhushan

Adv. Data Anal. Classif., 2007

2006

Improved Fréchet Distance for Time Series.

Ahlame Douzal Chouakria, Panduranga Naidu Nagabhushan

Proceedings of the Data Science and Classification, 2006

WaveSim and Adaptive WaveSim Transform for Subsequence Time-Series Clustering.

R. Pradeep Kumar, P. Nagabhushan, Ahlame Douzal Chouakria

Proceedings of the 9th International Conference in Information Technology, 2006

2003

Compression Technique Preserving Correlations of a Multivariate Temporal Sequence.

Ahlame Douzal Chouakria

Proceedings of the Advances in Intelligent Data Analysis V, 2003

1998

Extension des méthodes d'analyse factorielles à des données de type intervalle. (Extension of factorial analysis methods to interval-valued data).

Ahlame Douzal Chouakria

PhD thesis, 1998