Ahlame Douzal Chouakria

33 papers A 1B 4Journal 14Unranked 9

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Exploring Dynamic Structures in Matrix-Valued Time Series via Principal Component Analysis. Axioms Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi
2020	J	`jnl`	Interpretable time series kernel analytics by pre-image estimation. Artif. Intell. Thi Phuong Thao Tran, Ahlame Douzal Chouakria, Saeed Varasteh Yazdi, Paul Honeine, Patrick Gallinari
2019	J	`jnl`	A large margin time series nearest neighbour classification under locally weighted time warps. Knowl. Inf. Syst. Jidong Yuan, Ahlame Douzal Chouakria, Saeed Varasteh Yazdi, Zhihai Wang
2018	J	`jnl`	Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis. Data Sci. Eng. Son T. Mai, Sihem Amer-Yahia, Sébastien Bailly, Jean Louis Pépin, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
2018	—	`conf`	Scalable Active Constrained Clustering for Temporal Data. DASFAA (1) Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
2018	B	`conf`	Scalable Active Temporal Constrained Clustering. EDBT Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria
2018	—	`conf`	Time Warp Invariant Dictionary Learning for Time Series Clustering: Application to Music Data Stream Analysis. ECML/PKDD (1) Saeed Varasteh Yazdi, Ahlame Douzal Chouakria, Patrick Gallinari, Manuel Moussallam
2018	J	`jnl`	Time warp invariant Pattern Recognit. Lett. Saeed Varasteh Yazdi, Ahlame Douzal Chouakria
2017	J	`jnl`	Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification. Inf. Sci. Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut, Saeed Varasteh
2016	J	`jnl`	A study of different keyword activity prediction problems in social media. Int. J. Soc. Netw. Min. François Kawala, Éric Gaussier, Ahlame Douzal Chouakria, Eustache Diemert
2016	—	`ed.`	Advanced Analysis and Learning on Temporal Data - First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers AALTD@PKDD/ECML (Revised Selected Papers) Ahlame Douzal Chouakria, José A. Vilar Fernández, Pierre-François Marteau
2016	J	`jnl`	Generalized k-means-based clustering for temporal data under weighted and kernel time warp. Pattern Recognit. Lett. Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
2016	J	`jnl`	Querying Temporal Drifts at Multiple Granularities (Technical Report). CoRR Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides
2015	—	`conf`	A Comparison of Progressive and Iterative Centroid Estimation Approaches Under Time Warp. AALTD@PKDD/ECML (Revised Selected Papers) Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
2015	—	`conf`	A Multi-modal Metric Learning Framework for Time Series kNN Classification. AALTD@PKDD/ECML (Revised Selected Papers) Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
2015	—	`conf`	An Exploratory Analysis of Multiple Multivariate Time Series. AALTD@PKDD/ECML Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi
2015	—	`conf`	Multiple metric learning for large margin kNN classification of time series. EUSIPCO Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
2015	—	`ed.`	Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2015, co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Porto, Portugal, September 11, 2015. AALTD@PKDD/ECML Ahlame Douzal Chouakria, José A. Vilar Fernández, Pierre-François Marteau, Elizabeth Ann Maharaj, Andrés M. Alonso Fernández, Edoardo Otranto, Maria-Irina Nicolae
2015	—	`conf`	Progressive and Iterative Approaches for Time Series Averaging. AALTD@PKDD/ECML Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
2015	A	`conf`	Querying Temporal Drifts at Multiple Granularities. CIKM Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides
2015	—	`conf`	Temporal and Frequential Metric Learning for Time Series kNN Classification. AALTD@PKDD/ECML Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
2013	B	`conf`	Learning Multiple Temporal Matching for Time Series Classification. IDA Cedric Frambourg, Ahlame Douzal Chouakria, Éric Gaussier
2012	J	`jnl`	Classification trees for time series. Pattern Recognit. Ahlame Douzal Chouakria, Cécile Amblard
2012	—	`book`	Contribution à l'analyse de données temporelles. (Temporal Data Analysis). Ahlame Douzal Chouakria
2011	J	`jnl`	Principal component analysis for interval-valued observations. Stat. Anal. Data Min. Ahlame Douzal Chouakria, Lynne Billard, Edwin Diday
2010	J	`jnl`	A random-periods model for the comparison of a metrics efficiency to classify cell-cycle expressed genes. Pattern Recognit. Lett. Ahlame Douzal Chouakria, Alpha Diallo, Françoise Giroud
2009	J	`jnl`	Adaptive clustering for time series: Application for identifying cell cycle expressed genes. Comput. Stat. Data Anal. Ahlame Douzal Chouakria, Alpha Diallo, Françoise Giroud
2009	B	`conf`	Which Distance for the Identification and the Differentiation of Cell-Cycle Expressed Genes?. IDA Alpha Diallo, Ahlame Douzal Chouakria, Françoise Giroud
2007	J	`jnl`	Adaptive dissimilarity index for measuring time series proximity. Adv. Data Anal. Classif. Ahlame Douzal Chouakria, Panduranga Naidu Nagabhushan
2006	—	`ch.`	Improved Fréchet Distance for Time Series. Data Science and Classification Ahlame Douzal Chouakria, Panduranga Naidu Nagabhushan
2006	—	`conf`	WaveSim and Adaptive WaveSim Transform for Subsequence Time-Series Clustering. ICIT R. Pradeep Kumar, P. Nagabhushan, Ahlame Douzal Chouakria
2003	B	`conf`	Compression Technique Preserving Correlations of a Multivariate Temporal Sequence. IDA Ahlame Douzal Chouakria
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