Mohammed Amine Chikh

According to our database, Mohammed Amine Chikh authored at least 47 papers between 2009 and 2024.

Collaborative distances:

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

2024

Feature importance analysis for a highly unbalanced multiple myeloma data classification.

Rima Guilal, Nesma Settouti, Gonzalo Martínez-Muñoz, Mohammed Amine Chikh

Int. J. Medical Eng. Informatics, 2024

2023

Exploring Regions of Interest: Visualizing Histological Image Classification for Breast Cancer using Deep Learning.

Imane Nedjar, Mohammed Brahimi, Saïd Mahmoudi, Khadidja Abi Ayad, Mohammed Amine Chikh

CoRR, 2023

2021

A new correlation-based approach for ensemble selection in random forests.

Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar, Amina Boublenza, Mohammed Amine Chikh

Int. J. Intell. Comput. Cybern., 2021

2020

An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation.

Nesma Settouti, Meryem Saidi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Mohammed Amine Chikh

Pattern Anal. Appl., 2020

Parallel cycle-based branch-and-bound method for Bayesian network learning.

Youcef Benmouna, Mohand-Said Mezmaz, Saïd Mahmoudi, Mohammed Amine Chikh

Pattern Anal. Appl., 2020

Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques.

Romaissa Debeche, Mostafa El Habib Daho, Mohammed Amine Chikh

Proceedings of the Advances in Computing Systems and Applications, 2020

2019

New Method for Bayesian Network Learning.

Youcef Benmouna, Mourtada Benazzouz, Mohammed Amine Chikh, Saïd Mahmoudi

Int. J. Pattern Recognit. Artif. Intell., 2019

2018

Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease.

Mohammed El Amine Bechar, Nesma Settouti, Vincent Barra, Mohammed Amine Chikh

Multidimens. Syst. Signal Process., 2018

Instances selection algorithm by ensemble margin.

Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh

J. Exp. Theor. Artif. Intell., 2018

Semi-supervised Super-pixels classification for White Blood Cells segmentation.

Mohammed El Amine Bechar, Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh

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

2017

A Privacy-Preserving Approach for Composite Web Service Selection.

Amine Belabed, Esma Aïmeur, Mohammed Amine Chikh, Hadjila Fethallah

Trans. Data Priv., 2017

An aspect-oriented model-driven approach for building adaptable context-aware service-based applications.

Boudjemaa Boudaa, Slimane Hammoudi, Leila A. Mebarki, Abdelkader Bouguessa, Mohammed Amine Chikh

Sci. Comput. Program., 2017

A new feature selection approach based on ensemble methods in semi-supervised classification.

Nesma Settouti, Mohammed Amine Chikh, Vincent Barra

Pattern Anal. Appl., 2017

An improved HBA metaheuristic.

Fatima Bekaddour, Mohammed Amine Chikh

Int. J. Reason. based Intell. Syst., 2017

Using conditional inference forest to identify variable importance.

Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh

Int. J. Bioinform. Res. Appl., 2017

Reinforced confidence in self-training for a semi-supervised medical data classification.

Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh, Mouloud Adel

Int. J. Appl. Pattern Recognit., 2017

The Homogeneous Ensemble Methods for MLknn Algorithm.

Khalida Douibi, Nesma Settouti, Mohammed Amine Chikh

Proceedings of the International Conference on Compute and Data Analysis, 2017

2016

Leveraging fuzzy dominance relationship and machine learning for hybrid web service discovery.

Merzoug Mohammed, Mohammed Amine Chikh, Hadjila Fethallah

Int. J. Web Eng. Technol., 2016

Semantic indexing of Arabic texts for information retrieval system.

Mohammed Alaeddine Abderrahim, Mohammed Dib, Mohammed El Amine Abderrahim, Mohammed Amine Chikh

Int. J. Speech Technol., 2016

Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classi cation Task.

Nesma Settouti, Mohammed El Amine Bechar, Mohammed Amine Chikh

Int. J. Interact. Multim. Artif. Intell., 2016

Big data-based extraction of fuzzy partition rules for heart arrhythmia detection: a semi-automated approach.

Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis

Concurr. Comput. Pract. Exp., 2016

Logistic Regression Multinomial for Arrhythmia Detection.

Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis, Yannis Korkontzelos

Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

Application of pixel selection in pixel-based classification for automatic white blood cell segmentation.

Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh

Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2016

2015

Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets.

Catalina Tobon-Gomez, Arjan J. Geers, Jochen Peters, Jürgen Weese, Karen Pinto, Rashed Karim, Mohammed Ammar, Abdelaziz Daoudi, Ján Margeta, Zulma L. Sandoval, Birgit Stender, Yefeng Zheng, Maria A. Zuluaga, Julián Betancur, Nicholas Ayache, Mohammed Amine Chikh, Jean-Louis Dillenseger, B. Michael Kelm, Saïd Mahmoudi, Sébastien Ourselin, Alexander Schlaefer, Tobias Schaeffter, Reza Razavi, Kawal S. Rhode

IEEE Trans. Medical Imaging, 2015

Cognitive amalgam with a distributed fuzzy case-based reasoning system for an accurate cardiac arrhythmias diagnosis.

Abdeldjalil Khelassi, Mohammed Amine Chikh

Int. J. Inf. Commun. Technol., 2015

On Sustaining Dynamic Adaptation of Context-Aware Services.

Boudjemaa Boudaa, Slimane Hammoudi, Abdelkader Bouguessa, Leila A. Mebarki, Mohammed Amine Chikh

EAI Endorsed Trans. Context aware Syst. Appl., 2015

Automatic Annotation of Liver CT Image: ImageCLEFmed 2015.

Imane Nedjar, Saïd Mahmoudi, Mohammed Amine Chikh, Khadidja Abi-Yad, Zouheyr Bouafia

Proceedings of the Working Notes of CLEF 2015, 2015

IHBA: An Improved Homogeneity-Based Algorithm for Data Classification.

Fatima Bekaddour, Mohammed Amine Chikh

Proceedings of the Computer Science and Its Applications, 2015

2014

Automatic detection of difficult tracheal intubation.

Mohammed El Amine Lazouni, Nesma Settouti, Mostafa El Habib Daho, Saïd Mahmoudi, Mohammed Amine Chikh

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Weighted vote for trees aggregation in Random Forest.

Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Lazouni, Mohammed Amine Chikh

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Supporting Runtime Adaptation of Context-Aware Services.

Boudjemaa Boudaa, Slimane Hammoudi, Abdelkader Bouguessa, Mohammed Amine Chikh

Proceedings of the 3rd International Conference on Context-Aware Systems and Applications, 2014

2013

Machine Learning Tool for Automatic ASA Detection.

Mohammed El Amine Lazouni, Mostafa El Habib Daho, Nesma Settouti, Mohammed Amine Chikh, Saïd Mahmoudi

Proceedings of the Modeling Approaches and Algorithms for Advanced Computer Applications, 2013

Microscopic image segmentation based on pixel classification and dimensionality reduction.

Mourtada Benazzouz, Ismahan Baghli, Mohammed Amine Chikh

Int. J. Imaging Syst. Technol., 2013

Automated retrieval of semantic web services: a matching based on conceptual indexation.

Hadjila Fethallah, Mohammed Amine Chikh

Int. Arab J. Inf. Technol., 2013

Using Arabic Wordnet for semantic indexation in information retrieval system.

Mohammed Alaeddine Abderrahim, Mohammed El Amine Abderrahim, Mohammed Amine Chikh

CoRR, 2013

Design of fuzzy classifier for diabetes disease using Modified Artificial Bee Colony algorithm.

Fayssal Beloufa, Mohammed Amine Chikh

Comput. Methods Programs Biomed., 2013

An interpretable classifier for detection of cardiac arrhythmias by using the fuzzy decision tree.

Omar Behadada, Mohammed Amine Chikh

Artif. Intell. Res., 2013

Automatic Segmentation of the Left Atrium on CT Images.

Abdelaziz Daoudi, Saïd Mahmoudi, Mohammed Amine Chikh

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Toward an Automatic Left Atrium Localization Based on Shape Descriptors and Prior Knowledge.

Mohammed Ammar, Saïd Mahmoudi, Mohammed Amine Chikh, Amine Abbou

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

2012

Diagnosis of Diabetes Diseases Using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-nearest Neighbor.

Mohammed Amine Chikh, Meryem Saidi, Nesma Settouti

J. Medical Syst., 2012

A Neuro-Fuzzy Identification of ECG Beats.

Mohammed Amine Chikh, Mohammed Ammar, Radja Marouf

J. Medical Syst., 2012

Endocardial Border Detection in Cardiac Magnetic Resonance Images Using Level Set Method.

Mohammed Ammar, Saïd Mahmoudi, Mohammed Amine Chikh, Amine Abbou

J. Digit. Imaging, 2012

A Personalized Whitelist Approach for Phishing Webpage Detection.

Amine Belabed, Esma Aïmeur, Mohammed Amine Chikh

Proceedings of the Seventh International Conference on Availability, 2012

2011

Automatic Identification of Diabetes Diseases using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-Nearest Neighbor.

Meryem Saidi, Mohammed Amine Chikh, Nesma Settouti

Proceedings of the Third International Conference on Computer Science and its Applications (CIIA'11), 2011

QoS-Aware Service Selection based on Genetic Algorithm.

Hadjila Fethallah, Mohammed Amine Chikh, Mohammed Dali Yahia

Proceedings of the Third International Conference on Computer Science and its Applications (CIIA'11), 2011

2010

Automated discovery of web services: an interface matching approach based on similarity measure.

Hadjila Fethallah, Mohammed Amine Chikh, Amine Belabed

Proceedings of the 1st International Conference on Intelligent Semantic Web-Services and Applications, 2010

2009

Reconnaissance des Extrasystoles Ventriculaires par la Combinaison des Réseaux de Neurones et la Logique Floue.

R. Benali, Mohammed Amine Chikh

Proceedings of the 2nd Conférence Internationale sur l'Informatique et ses Applications (CIIA'09), 2009