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- Ahlame Douzal Chouakria
aka: Ahlame Douzal
IMAG, Grenoble, France
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Publication search results
found 39 matches
- 2023
- Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi:
Exploring Dynamic Structures in Matrix-Valued Time Series via Principal Component Analysis. Axioms 12(6): 570 (2023) - 2020
- Thi Phuong Thao Tran, Ahlame Douzal Chouakria, Saeed Varasteh Yazdi, Paul Honeine, Patrick Gallinari:
Interpretable time series kernel analytics by pre-image estimation. Artif. Intell. 286: 103342 (2020) - 2019
- Jidong Yuan, Ahlame Douzal Chouakria, Saeed Varasteh Yazdi, Zhihai Wang:
A large margin time series nearest neighbour classification under locally weighted time warps. Knowl. Inf. Syst. 59(1): 117-135 (2019) - 2018
- Son T. Mai, Sihem Amer-Yahia, Sébastien Bailly, Jean Louis Pépin, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen:
Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis. Data Sci. Eng. 3(4): 359-378 (2018) - Saeed Varasteh Yazdi, Ahlame Douzal Chouakria:
Time warp invariant kSVD: Sparse coding and dictionary learning for time series under time warp. Pattern Recognit. Lett. 112: 1-8 (2018) - Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen:
Scalable Active Constrained Clustering for Temporal Data. DASFAA (1) 2018: 566-582 - Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria:
Scalable Active Temporal Constrained Clustering. EDBT 2018: 449-452 - Saeed Varasteh Yazdi, Ahlame Douzal Chouakria, Patrick Gallinari, Manuel Moussallam:
Time Warp Invariant Dictionary Learning for Time Series Clustering: Application to Music Data Stream Analysis. ECML/PKDD (1) 2018: 356-372 - Sihem Amer-Yahia, Themis Palpanas, Mikalai Tsytsarau, Sofia Kleisarchaki, Ahlame Douzal, Vassilis Christophides:
Temporal Analytics in Social Media. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut, Saeed Varasteh:
Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification. Inf. Sci. 418: 272-285 (2017) - 2016
- François Kawala, Éric Gaussier, Ahlame Douzal Chouakria, Eustache Diemert:
A study of different keyword activity prediction problems in social media. Int. J. Soc. Netw. Min. 2(3): 224-255 (2016) - Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier:
Generalized k-means-based clustering for temporal data under weighted and kernel time warp. Pattern Recognit. Lett. 75: 63-69 (2016) - Ahlame Douzal Chouakria, José A. Vilar Fernández, Pierre-François Marteau:
Advanced Analysis and Learning on Temporal Data - First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9785, Springer 2016, ISBN 978-3-319-44411-6 [contents] - Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides:
Querying Temporal Drifts at Multiple Granularities (Technical Report). CoRR abs/1605.02772 (2016) - 2015
- Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides:
Querying Temporal Drifts at Multiple Granularities. CIKM 2015: 1531-1540 - Seyed Hamid Mirisaee, Ahlame Douzal, Alexandre Termier:
Selecting representative instances from datasets. DSAA 2015: 1-10 - Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut:
Multiple metric learning for large margin kNN classification of time series. EUSIPCO 2015: 2346-2350 - Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi:
An Exploratory Analysis of Multiple Multivariate Time Series. AALTD@PKDD/ECML 2015 - Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut:
Temporal and Frequential Metric Learning for Time Series kNN Classification. AALTD@PKDD/ECML 2015 - Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut:
A Multi-modal Metric Learning Framework for Time Series kNN Classification. AALTD@PKDD/ECML (Revised Selected Papers) 2015: 131-143 - Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier:
Progressive and Iterative Approaches for Time Series Averaging. AALTD@PKDD/ECML 2015 - Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier:
A Comparison of Progressive and Iterative Centroid Estimation Approaches Under Time Warp. AALTD@PKDD/ECML (Revised Selected Papers) 2015: 144-156 - Ahlame Douzal Chouakria, José A. Vilar Fernández, Pierre-François Marteau, Elizabeth Ann Maharaj, Andrés M. Alonso Fernández, Edoardo Otranto, Maria-Irina Nicolae:
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. CEUR Workshop Proceedings 1425, CEUR-WS.org 2015 [contents] - 2014
- François Kawala, Éric Gaussier, Ahlame Douzal, Eustache Diemert:
Apprentissage d'ordonnancement et influence de l'ambiguïté pour la prédiction d'activité sur les réseaux sociaux. CORIA-CIFED 2014: 337-351 - 2013
- Cedric Frambourg, Ahlame Douzal Chouakria, Éric Gaussier:
Learning Multiple Temporal Matching for Time Series Classification. IDA 2013: 198-209 - François Kawala, Ahlame Douzal, Éric Gaussier, Eustache Diemert:
Buzz in social media. UCI Machine Learning Repository, 2013 - François Kawala, Ahlame Douzal, Éric Gaussier, Eustache Diemert:
Predict keywords activities in a online social media. UCI Machine Learning Repository, 2013 - 2012
- Ahlame Douzal Chouakria:
Contribution à l'analyse de données temporelles. (Temporal Data Analysis). Joseph Fourier University, Grenoble, France, 2012 - Ahlame Douzal Chouakria, Cécile Amblard:
Classification trees for time series. Pattern Recognit. 45(3): 1076-1091 (2012) - 2011
- Ahlame Douzal Chouakria, Lynne Billard, Edwin Diday:
Principal component analysis for interval-valued observations. Stat. Anal. Data Min. 4(2): 229-246 (2011)
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