Bachir Boucheham

According to our database, Bachir Boucheham authored at least 23 papers between 2005 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

A fast and accurate similarity measure for long time series classification based on local extrema and dynamic time warping.

Abdelmadjid Lahreche, Bachir Boucheham

Expert Syst. Appl., 2021

Dynamic selection of classifiers for Content Based Image Retrieval.

Safa Hamreras, Bachir Boucheham, Miguel A. Molina-Cabello, Rafaela Benítez-Rochel, Ezequiel López-Rubio

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Content based image retrieval by ensembles of deep learning object classifiers.

Safa Hamreras, Bachir Boucheham, Miguel A. Molina-Cabello, Rafaela Benítez-Rochel, Ezequiel López-Rubio

Integr. Comput. Aided Eng., 2020

2019

Content Based Image Retrieval by Convolutional Neural Networks.

Safa Hamreras, Rafaela Benítez-Rochel, Bachir Boucheham, Miguel A. Molina-Cabello, Ezequiel López-Rubio

Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

2018

QP-DTW: Upgrading Dynamic Time Warping to Handle Quasi Periodic Time Series Alignment.

Imen Boulnemour, Bachir Boucheham

J. Inf. Process. Syst., 2018

GLIBP: Gradual Locality Integration of Binary Patterns for Scene Images Retrieval.

Salah Bougueroua, Bachir Boucheham

J. Inf. Process. Syst., 2018

LMDS-SEA: Upgrading the Shape Exchange Algorithm (SEA) to handle general time series classification by local matching and distance selection.

Abdelmadjid Lahreche, Bachir Boucheham

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

2017

Pseudo relevance feedback based on majority voting mechanism.

Mawloud Mosbah, Bachir Boucheham

Int. J. Web Sci., 2017

Matching Measures in the Context of CBIR: A Comparative Study in Terms of Effectiveness and Efficiency.

Mawloud Mosbah, Bachir Boucheham

Proceedings of the Recent Advances in Information Systems and Technologies, 2017

Re-ranking in the Context of CBIR: A Comparative Study.

Mawloud Mosbah, Bachir Boucheham

Proceedings of the Recent Advances in Information Systems and Technologies, 2017

2016

Improved Dynamic Time Warping for Abnormality Detection in ECG Time Series.

Imen Boulnemour, Bachir Boucheham, Slimane Benloucif

Proceedings of the Bioinformatics and Biomedical Engineering, 2016

Gradual Integration of Local Color information for Image Retrieval by Content: Application to Cell-CCV Method.

Meryem Salmi, Bachir Boucheham

Proceedings of the Global Summit on Computer & Information Technology, 2016

Improving the Performance of Color-Based Signatures through Dynamic Selection of Adequate CCV-Threshold.

Mawloud Mosbah, Bachir Boucheham

Proceedings of the 4th Spanish Conference on Information Retrieval, 2016

2015

Majority Voting Re-ranking Algorithm for Content Based-Image Retrieval.

Mawloud Mosbah, Bachir Boucheham

Proceedings of the Metadata and Semantics Research - 9th Research Conference, 2015

GLI-Color: Gradual Locality Integration of Color features for image retrieval.

Salah Bougueroua, Bachir Boucheham

Proceedings of the IPAC '15: International Conference on Intelligent Information Processing, 2015

2013

Efficient matching of very complex time series.

Bachir Boucheham

Int. J. Mach. Learn. Cybern., 2013

2012

PLA data reduction for speeding up time series comparison.

Bachir Boucheham

Int. Arab J. Inf. Technol., 2012

2010

Reduced data similarity-based matching for time series patterns alignment.

Bachir Boucheham

Pattern Recognit. Lett., 2010

2008

Matching of quasi-periodic time series patterns by exchange of block-sorting signatures.

Bachir Boucheham

Pattern Recognit. Lett., 2008

2007

ShaLTeRR: A contribution to short and long-term redundancy reduction in digital signals.

Bachir Boucheham

Signal Process., 2007

Dimensionality Reduction in Time Series: A PLA-Block-Sorting Method.

Bachir Boucheham

Int. Arab J. Inf. Technol., 2007

2006

Recursive versus sequential multiple error measures reduction: A curve simplification approach to ECG data compression.

Bachir Boucheham, Youcef Ferdi, Mohamed Chawki Batouche

Comput. Methods Programs Biomed., 2006

2005

Piecewise linear correction of ECG baseline wander: a curve simplification approach.

Bachir Boucheham, Youcef Ferdi, Mohamed Chawki Batouche

Comput. Methods Programs Biomed., 2005