Extension des méthodes d'analyse factorielles à des données de type intervalle. (Extension of factorial analysis methods to interval-valued data). - Ahlame Douzal Chouakria (1998)

Compression Technique Preserving Correlations of a Multivariate Temporal Sequence. - Ahlame Douzal Chouakria (IDA, 2003)

WaveSim and Adaptive WaveSim Transform for Subsequence Time-Series Clustering. - R. Pradeep Kumar; P. Nagabhushan; Ahlame Douzal Chouakria (ICIT, 2006)

Improved Fréchet Distance for Time Series. - Ahlame Douzal Chouakria; Panduranga Naidu Nagabhushan (Data Science and Classification, 2006)

Adaptive dissimilarity index for measuring time series proximity. - Ahlame Douzal Chouakria; Panduranga Naidu Nagabhushan (Adv. Data Anal. Classif., 2007)

Classification adaptative de séries temporelles : application à l'identification des gènes exprimés au cours du cycle cellulaire. - Alpha Diallo; Ahlame Douzal; Françoise Giroud (EGC, 2008)

Which Distance for the Identification and the Differentiation of Cell-Cycle Expressed Genes?. - Alpha Diallo; Ahlame Douzal Chouakria; Françoise Giroud (IDA, 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)

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)

Principal component analysis for interval-valued observations. - Ahlame Douzal Chouakria; Lynne Billard; Edwin Diday (Stat. Anal. Data Min., 2011)

Contribution à l'analyse de données temporelles. (Temporal Data Analysis). - Ahlame Douzal Chouakria (2012)

Classification trees for time series. - Ahlame Douzal Chouakria; Cécile Amblard (Pattern Recognit., 2012)

Learning Multiple Temporal Matching for Time Series Classification. - Cedric Frambourg; Ahlame Douzal Chouakria; Éric Gaussier (IDA, 2013)

Buzz in social media. - François Kawala; Ahlame Douzal; Éric Gaussier; Eustache Diemert (UCI Machine Learning Repository, 2013)

Predict keywords activities in a online social media. - François Kawala; Ahlame Douzal; Éric Gaussier; Eustache Diemert (UCI Machine Learning Repository, 2013)

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 (CORIA-CIFED, 2014)

Querying Temporal Drifts at Multiple Granularities. - Sofia Kleisarchaki; Sihem Amer-Yahia; Ahlame Douzal Chouakria; Vassilis Christophides (CIKM, 2015)

Selecting representative instances from datasets. - Seyed Hamid Mirisaee; Ahlame Douzal; Alexandre Termier (DSAA, 2015)

Multiple metric learning for large margin kNN classification of time series. - Cao-Tri Do; Ahlame Douzal Chouakria; Sylvain Marié; Michèle Rombaut (EUSIPCO, 2015)

An Exploratory Analysis of Multiple Multivariate Time Series. - Lynne Billard; Ahlame Douzal Chouakria; Seyed Yaser Samadi (AALTD@PKDD/ECML, 2015)

Temporal and Frequential Metric Learning for Time Series kNN Classification. - Cao-Tri Do; Ahlame Douzal Chouakria; Sylvain Marié; Michèle Rombaut (AALTD@PKDD/ECML, 2015)

A Multi-modal Metric Learning Framework for Time Series kNN Classification. - Cao-Tri Do; Ahlame Douzal Chouakria; Sylvain Marié; Michèle Rombaut (AALTD@PKDD/ECML (Revised Selected Papers), 2015)

Progressive and Iterative Approaches for Time Series Averaging. - Saeid Soheily-Khah; Ahlame Douzal Chouakria; Éric Gaussier (AALTD@PKDD/ECML, 2015)

A Comparison of Progressive and Iterative Centroid Estimation Approaches Under Time Warp. - Saeid Soheily-Khah; Ahlame Douzal Chouakria; Éric Gaussier (AALTD@PKDD/ECML (Revised Selected Papers), 2015)

Querying Temporal Drifts at Multiple Granularities (Technical Report). - Sofia Kleisarchaki; Sihem Amer-Yahia; Ahlame Douzal Chouakria; Vassilis Christophides (CoRR, 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)

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)

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)

Scalable Active Constrained Clustering for Temporal Data. - Son T. Mai; Sihem Amer-Yahia; Ahlame Douzal Chouakria; Ky T. Nguyen; Anh-Duong Nguyen (DASFAA (1), 2018)

Scalable Active Temporal Constrained Clustering. - Son T. Mai; Sihem Amer-Yahia; Ahlame Douzal Chouakria (EDBT, 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 (ECML/PKDD (1), 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 kSVD: Sparse coding and dictionary learning for time series under time warp. - Saeed Varasteh Yazdi; Ahlame Douzal Chouakria (Pattern Recognit. Lett., 2018)

Temporal Analytics in Social Media. - Sihem Amer-Yahia; Themis Palpanas; Mikalai Tsytsarau; Sofia Kleisarchaki; Ahlame Douzal; Vassilis Christophides (Encyclopedia of Database Systems (2nd ed.), 2018)

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)

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)

Exploring Dynamic Structures in Matrix-Valued Time Series via Principal Component Analysis. - Lynne Billard; Ahlame Douzal Chouakria; Seyed Yaser Samadi (Axioms, 2023)