Mohammed Amine Chikh

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Bayesian Network Learning

Ensemble Methods

Automatic Annotation

Top Venues

Pattern Anal. Appl.

Int. J. Reason. based Intell. Syst.

Int. J. Interact. Multim. Artif. Intell.

Publications

Rima Guilal, Nesma Settouti, Gonzalo Martínez-Muñoz, Mohammed Amine Chikh
Feature importance analysis for a highly unbalanced multiple myeloma data classification. Int. J. Medical Eng. Informatics 16 (3) (2024)
Imane Nedjar, Mohammed Brahimi, Saïd Mahmoudi, Khadidja Abi Ayad, Mohammed Amine Chikh
Exploring Regions of Interest: Visualizing Histological Image Classification for Breast Cancer using Deep Learning. CoRR (2023)
Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar, Amina Boublenza, Mohammed Amine Chikh
A new correlation-based approach for ensemble selection in random forests. Int. J. Intell. Comput. Cybern. 14 (2) (2021)
Romaissa Debeche, Mostafa El Habib Daho, Mohammed Amine Chikh
Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques. CSA (2020)
Youcef Benmouna, Mohand-Said Mezmaz, Saïd Mahmoudi, Mohammed Amine Chikh
Parallel cycle-based branch-and-bound method for Bayesian network learning. Pattern Anal. Appl. 23 (2) (2020)
Nesma Settouti, Meryem Saidi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Mohammed Amine Chikh
An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation. Pattern Anal. Appl. 23 (4) (2020)
Youcef Benmouna, Mourtada Benazzouz, Mohammed Amine Chikh, Saïd Mahmoudi
New Method for Bayesian Network Learning. Int. J. Pattern Recognit. Artif. Intell. 33 (2) (2019)
Mohammed El Amine Bechar, Nesma Settouti, Vincent Barra, Mohammed Amine Chikh
Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease. Multidimens. Syst. Signal Process. 29 (3) (2018)
Mohammed El Amine Bechar, Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh
Semi-supervised Super-pixels classification for White Blood Cells segmentation. PAIS (2018)
Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh
Instances selection algorithm by ensemble margin. J. Exp. Theor. Artif. Intell. 30 (3) (2018)
Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh, Mouloud Adel
Reinforced confidence in self-training for a semi-supervised medical data classification. Int. J. Appl. Pattern Recognit. 4 (2) (2017)
Nesma Settouti, Mohammed Amine Chikh, Vincent Barra
A new feature selection approach based on ensemble methods in semi-supervised classification. Pattern Anal. Appl. 20 (3) (2017)
Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh
Using conditional inference forest to identify variable importance. Int. J. Bioinform. Res. Appl. 13 (2) (2017)
Khalida Douibi, Nesma Settouti, Mohammed Amine Chikh
The Homogeneous Ensemble Methods for MLknn Algorithm. ICCDA (2017)
Fatima Bekaddour, Mohammed Amine Chikh
An improved HBA metaheuristic. Int. J. Reason. based Intell. Syst. 9 (1) (2017)
Amine Belabed, Esma Aïmeur, Mohammed Amine Chikh, Hadjila Fethallah
A Privacy-Preserving Approach for Composite Web Service Selection. Trans. Data Priv. 10 (2) (2017)
Boudjemaa Boudaa, Slimane Hammoudi, Leila A. Mebarki, Abdelkader Bouguessa, Mohammed Amine Chikh
An aspect-oriented model-driven approach for building adaptable context-aware service-based applications. Sci. Comput. Program. 136 (2017)
Merzoug Mohammed, Mohammed Amine Chikh, Hadjila Fethallah
Leveraging fuzzy dominance relationship and machine learning for hybrid web service discovery. Int. J. Web Eng. Technol. 11 (2) (2016)
Mohammed Alaeddine Abderrahim, Mohammed Dib, Mohammed El Amine Abderrahim, Mohammed Amine Chikh
Semantic indexing of Arabic texts for information retrieval system. Int. J. Speech Technol. 19 (2) (2016)
Nesma Settouti, Mohammed El Amine Bechar, Mohammed Amine Chikh
Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classi cation Task. Int. J. Interact. Multim. Artif. Intell. 4 (1) (2016)
Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis, Yannis Korkontzelos
Logistic Regression Multinomial for Arrhythmia Detection. FAS*W@SASO/ICCAC (2016)
Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh
Application of pixel selection in pixel-based classification for automatic white blood cell segmentation. MedPRAI (2016)
Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis
Big data-based extraction of fuzzy partition rules for heart arrhythmia detection: a semi-automated approach. Concurr. Comput. Pract. Exp. 28 (2) (2016)
Imane Nedjar, Saïd Mahmoudi, Mohammed Amine Chikh, Khadidja Abi-Yad, Zouheyr Bouafia
Automatic Annotation of Liver CT Image: ImageCLEFmed 2015. CLEF (Working Notes) (2015)
Abdeldjalil Khelassi, Mohammed Amine Chikh
Cognitive amalgam with a distributed fuzzy case-based reasoning system for an accurate cardiac arrhythmias diagnosis. Int. J. Inf. Commun. Technol. 7 (4/5) (2015)
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
Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets. IEEE Trans. Medical Imaging 34 (7) (2015)
Boudjemaa Boudaa, Slimane Hammoudi, Abdelkader Bouguessa, Leila A. Mebarki, Mohammed Amine Chikh
On Sustaining Dynamic Adaptation of Context-Aware Services. EAI Endorsed Trans. Context aware Syst. Appl. 2 (3) (2015)
Fatima Bekaddour, Mohammed Amine Chikh
IHBA: An Improved Homogeneity-Based Algorithm for Data Classification. CIIA (2015)
Boudjemaa Boudaa, Slimane Hammoudi, Abdelkader Bouguessa, Mohammed Amine Chikh
Supporting Runtime Adaptation of Context-Aware Services. ICCASA (2014)
Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Lazouni, Mohammed Amine Chikh
Weighted vote for trees aggregation in Random Forest. ICMCS (2014)
Mohammed El Amine Lazouni, Nesma Settouti, Mostafa El Habib Daho, Saïd Mahmoudi, Mohammed Amine Chikh
Automatic detection of difficult tracheal intubation. ICMCS (2014)
Abdelaziz Daoudi, Saïd Mahmoudi, Mohammed Amine Chikh
Automatic Segmentation of the Left Atrium on CT Images. STACOM (2013)
Mohammed Alaeddine Abderrahim, Mohammed El Amine Abderrahim, Mohammed Amine Chikh
Using Arabic Wordnet for semantic indexation in information retrieval system. CoRR (2013)
Fayssal Beloufa, Mohammed Amine Chikh
Design of fuzzy classifier for diabetes disease using Modified Artificial Bee Colony algorithm. Comput. Methods Programs Biomed. 112 (1) (2013)
Hadjila Fethallah, Mohammed Amine Chikh
Automated retrieval of semantic web services: a matching based on conceptual indexation. Int. Arab J. Inf. Technol. 10 (1) (2013)
Mohammed Ammar, Saïd Mahmoudi, Mohammed Amine Chikh, Amine Abbou
Toward an Automatic Left Atrium Localization Based on Shape Descriptors and Prior Knowledge. STACOM (2013)
Mourtada Benazzouz, Ismahan Baghli, Mohammed Amine Chikh
Microscopic image segmentation based on pixel classification and dimensionality reduction. Int. J. Imaging Syst. Technol. 23 (1) (2013)
Omar Behadada, Mohammed Amine Chikh
An interpretable classifier for detection of cardiac arrhythmias by using the fuzzy decision tree. Artif. Intell. Res. 2 (3) (2013)
Mohammed Ammar, Saïd Mahmoudi, Mohammed Amine Chikh, Amine Abbou
Endocardial Border Detection in Cardiac Magnetic Resonance Images Using Level Set Method. J. Digit. Imaging 25 (2) (2012)
Mohammed Amine Chikh, Meryem Saidi, Nesma Settouti
Diagnosis of Diabetes Diseases Using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-nearest Neighbor. J. Medical Syst. 36 (5) (2012)
Mohammed Amine Chikh, Mohammed Ammar, Radja Marouf
A Neuro-Fuzzy Identification of ECG Beats. J. Medical Syst. 36 (2) (2012)
Amine Belabed, Esma Aïmeur, Mohammed Amine Chikh
A Personalized Whitelist Approach for Phishing Webpage Detection. ARES (2012)
Meryem Saidi, Mohammed Amine Chikh, Nesma Settouti
Automatic Identification of Diabetes Diseases using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-Nearest Neighbor. CIIA (2011)
Hadjila Fethallah, Mohammed Amine Chikh, Mohammed Dali Yahia
QoS-Aware Service Selection based on Genetic Algorithm. CIIA (2011)
Hadjila Fethallah, Mohammed Amine Chikh, Amine Belabed
Automated discovery of web services: an interface matching approach based on similarity measure. ISWSA (2010)
R. Benali, Mohammed Amine Chikh
Reconnaissance des Extrasystoles Ventriculaires par la Combinaison des Réseaux de Neurones et la Logique Floue. CIIA (2009)