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Mohammed Amine Chikh
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- affiliation: University of Abou Bekr Belkaïd, Biomedical Engineering Laboratory, Tlemcen, Algeria
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Journal Articles
- 2024
- [j27]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): 199-209 (2024) - 2021
- [j26]Mostafa El Habib Daho
, Nesma Settouti, Mohammed El Amine Bechar
A new correlation-based approach for ensemble selection in random forests. Int. J. Intell. Comput. Cybern. 14(2): 251-268 (2021) - 2020
- [j25]Youcef Benmouna, Mohand-Said Mezmaz, Saïd Mahmoudi
Parallel cycle-based branch-and-bound method for Bayesian network learning. Pattern Anal. Appl. 23(2): 897-911 (2020) - [j24]Nesma Settouti
An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation. Pattern Anal. Appl. 23(4): 1709-1726 (2020) - 2019
- [j23]Youcef Benmouna
New Method for Bayesian Network Learning. Int. J. Pattern Recognit. Artif. Intell. 33(2): 1959005:1-1959005:22 (2019) - 2018
- [j22]Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti
Instances selection algorithm by ensemble margin. J. Exp. Theor. Artif. Intell. 30(3): 457-478 (2018) - [j21]Mohammed El Amine Bechar, Nesma Settouti
Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease. Multidimens. Syst. Signal Process. 29(3): 979-998 (2018) - 2017
- [j20]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): 107-127 (2017) - [j19]Nesma Settouti, Mostafa El Habib Daho
Using conditional inference forest to identify variable importance. Int. J. Bioinform. Res. Appl. 13(2): 95-108 (2017) - [j18]Fatima Bekaddour, Mohammed Amine Chikh:
An improved HBA metaheuristic. Int. J. Reason. based Intell. Syst. 9(1): 12-21 (2017) - [j17]Nesma Settouti
A new feature selection approach based on ensemble methods in semi-supervised classification. Pattern Anal. Appl. 20(3): 673-686 (2017) - [j16]Boudjemaa Boudaa
An aspect-oriented model-driven approach for building adaptable context-aware service-based applications. Sci. Comput. Program. 136: 17-42 (2017) - [j15]Amine Belabed, Esma Aïmeur, Mohammed Amine Chikh, Hadjila Fethallah:
A Privacy-Preserving Approach for Composite Web Service Selection. Trans. Data Priv. 10(2): 83-115 (2017) - 2016
- [j14]Omar Behadada, Marcello Trovati
Big data-based extraction of fuzzy partition rules for heart arrhythmia detection: a semi-automated approach. Concurr. Comput. Pract. Exp. 28(2): 360-373 (2016) - [j13]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): 46-51 (2016) - [j12]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): 229-236 (2016) - [j11]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): 107-132 (2016) - 2015
- [j10]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): e4 (2015) - [j9]Abdeldjalil Khelassi
Cognitive amalgam with a distributed fuzzy case-based reasoning system for an accurate cardiac arrhythmias diagnosis. Int. J. Inf. Commun. Technol. 7(4/5): 348-365 (2015) - [j8]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
Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets. IEEE Trans. Medical Imaging 34(7): 1460-1473 (2015) - 2013
- [j7]Omar Behadada, Mohammed Amine Chikh:
An interpretable classifier for detection of cardiac arrhythmias by using the fuzzy decision tree. Artif. Intell. Res. 2(3): 45-58 (2013) - [j6]Fayssal Beloufa, Mohammed Amine Chikh:
Design of fuzzy classifier for diabetes disease using Modified Artificial Bee Colony algorithm. Comput. Methods Programs Biomed. 112(1): 92-103 (2013) - [j5]Hadjila Fethallah, Mohammed Amine Chikh:
Automated retrieval of semantic web services: a matching based on conceptual indexation. Int. Arab J. Inf. Technol. 10(1): 61-66 (2013) - [j4]Mourtada Benazzouz, Ismahan Baghli, Mohammed Amine Chikh:
Microscopic image segmentation based on pixel classification and dimensionality reduction. Int. J. Imaging Syst. Technol. 23(1): 22-28 (2013) - 2012
- [j3]Mohammed Ammar, Saïd Mahmoudi
Endocardial Border Detection in Cardiac Magnetic Resonance Images Using Level Set Method. J. Digit. Imaging 25(2): 294-306 (2012) - [j2]Mohammed Amine Chikh, Mohammed Ammar, Radja Marouf:
A Neuro-Fuzzy Identification of ECG Beats. J. Medical Syst. 36(2): 903-914 (2012) - [j1]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): 2721-2729 (2012)
Conference and Workshop Papers
- 2020
- [c17]Romaissa Debeche, Mostafa El Habib Daho
Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques. CSA 2020: 301-312 - 2018
- [c16]Mohammed El Amine Bechar, Nesma Settouti, Mostafa El Habib Daho
Semi-supervised Super-pixels classification for White Blood Cells segmentation. PAIS 2018: 1-8 - 2017
- [c15]Khalida Douibi
The Homogeneous Ensemble Methods for MLknn Algorithm. ICCDA 2017: 197-201 - 2016
- [c14]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: 31-38 - [c13]Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis
Logistic Regression Multinomial for Arrhythmia Detection. FAS*W@SASO/ICCAC 2016: 133-137 - 2015
- [c12]Fatima Bekaddour, Mohammed Amine Chikh:
IHBA: An Improved Homogeneity-Based Algorithm for Data Classification. CIIA 2015: 129-140 - [c11]Imane Nedjar, Saïd Mahmoudi, Mohammed Amine Chikh, Khadidja Abi-Yad, Zouheyr Bouafia:
Automatic Annotation of Liver CT Image: ImageCLEFmed 2015. CLEF (Working Notes) 2015 - 2014
- [c10]Boudjemaa Boudaa, Slimane Hammoudi, Abdelkader Bouguessa, Mohammed Amine Chikh:
Supporting Runtime Adaptation of Context-Aware Services. ICCASA 2014: 24-30 - [c9]Mostafa El Habib Daho
Weighted vote for trees aggregation in Random Forest. ICMCS 2014: 438-443 - [c8]Mohammed El Amine Lazouni, Nesma Settouti
Automatic detection of difficult tracheal intubation. ICMCS 2014: 453-458 - 2013
- [c7]Abdelaziz Daoudi, Saïd Mahmoudi
Automatic Segmentation of the Left Atrium on CT Images. STACOM 2013: 14-23 - [c6]Mohammed Ammar, Saïd Mahmoudi
Toward an Automatic Left Atrium Localization Based on Shape Descriptors and Prior Knowledge. STACOM 2013: 42-48 - 2012
- [c5]Amine Belabed, Esma Aïmeur, Mohammed Amine Chikh:
A Personalized Whitelist Approach for Phishing Webpage Detection. ARES 2012: 249-254 - 2011
- [c4]Hadjila Fethallah, Mohammed Amine Chikh, Mohammed Dali Yahia:
QoS-Aware Service Selection based on Genetic Algorithm. CIIA 2011 - [c3]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 - 2010
- [c2]Hadjila Fethallah, Mohammed Amine Chikh, Amine Belabed:
Automated discovery of web services: an interface matching approach based on similarity measure. ISWSA 2010: 13 - 2009
- [c1]R. Benali, Mohammed Amine Chikh:
Reconnaissance des Extrasystoles Ventriculaires par la Combinaison des Réseaux de Neurones et la Logique Floue. CIIA 2009
Parts in Books or Collections
- 2013
- [p1]Mohammed El Amine Lazouni, Mostafa El Habib Daho
Machine Learning Tool for Automatic ASA Detection. Modeling Approaches and Algorithms for Advanced Computer Applications 2013: 9-16
Informal and Other Publications
- 2023
- [i2]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 abs/2305.20058 (2023) - 2013
- [i1]Mohammed Alaeddine Abderrahim, Mohammed El Amine Abderrahim, Mohammed Amine Chikh:
Using Arabic Wordnet for semantic indexation in information retrieval system. CoRR abs/1306.2499 (2013)
Coauthor Index
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