Mohammed Amine Chikh

Affiliations:
  • University of Abou Bekr Belkaïd, Biomedical Engineering Laboratory, Tlemcen, Algeria


According to our database1, Mohammed Amine Chikh authored at least 47 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Feature importance analysis for a highly unbalanced multiple myeloma data classification.
Int. J. Medical Eng. Informatics, 2024

2023
Exploring Regions of Interest: Visualizing Histological Image Classification for Breast Cancer using Deep Learning.
CoRR, 2023

2021
A new correlation-based approach for ensemble selection in random forests.
Int. J. Intell. Comput. Cybern., 2021

2020
An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation.
Pattern Anal. Appl., 2020

Parallel cycle-based branch-and-bound method for Bayesian network learning.
Pattern Anal. Appl., 2020

Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques.
Proceedings of the Advances in Computing Systems and Applications, 2020

2019
New Method for Bayesian Network Learning.
Int. J. Pattern Recognit. Artif. Intell., 2019

2018
Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease.
Multidimens. Syst. Signal Process., 2018

Instances selection algorithm by ensemble margin.
J. Exp. Theor. Artif. Intell., 2018

Semi-supervised Super-pixels classification for White Blood Cells segmentation.
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.
Trans. Data Priv., 2017

An aspect-oriented model-driven approach for building adaptable context-aware service-based applications.
Sci. Comput. Program., 2017

A new feature selection approach based on ensemble methods in semi-supervised classification.
Pattern Anal. Appl., 2017

An improved HBA metaheuristic.
Int. J. Reason. based Intell. Syst., 2017

Using conditional inference forest to identify variable importance.
Int. J. Bioinform. Res. Appl., 2017

Reinforced confidence in self-training for a semi-supervised medical data classification.
Int. J. Appl. Pattern Recognit., 2017

The Homogeneous Ensemble Methods for MLknn Algorithm.
Proceedings of the International Conference on Compute and Data Analysis, 2017

2016
Leveraging fuzzy dominance relationship and machine learning for hybrid web service discovery.
Int. J. Web Eng. Technol., 2016

Semantic indexing of Arabic texts for information retrieval system.
Int. J. Speech Technol., 2016

Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classi cation Task.
Int. J. Interact. Multim. Artif. Intell., 2016

Big data-based extraction of fuzzy partition rules for heart arrhythmia detection: a semi-automated approach.
Concurr. Comput. Pract. Exp., 2016

Logistic Regression Multinomial for Arrhythmia Detection.
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.
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.
IEEE Trans. Medical Imaging, 2015

Cognitive amalgam with a distributed fuzzy case-based reasoning system for an accurate cardiac arrhythmias diagnosis.
Int. J. Inf. Commun. Technol., 2015

On Sustaining Dynamic Adaptation of Context-Aware Services.
EAI Endorsed Trans. Context aware Syst. Appl., 2015

Automatic Annotation of Liver CT Image: ImageCLEFmed 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

IHBA: An Improved Homogeneity-Based Algorithm for Data Classification.
Proceedings of the Computer Science and Its Applications, 2015

2014
Automatic detection of difficult tracheal intubation.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Weighted vote for trees aggregation in Random Forest.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Supporting Runtime Adaptation of Context-Aware Services.
Proceedings of the 3rd International Conference on Context-Aware Systems and Applications, 2014

2013
Machine Learning Tool for Automatic ASA Detection.
Proceedings of the Modeling Approaches and Algorithms for Advanced Computer Applications, 2013

Microscopic image segmentation based on pixel classification and dimensionality reduction.
Int. J. Imaging Syst. Technol., 2013

Automated retrieval of semantic web services: a matching based on conceptual indexation.
Int. Arab J. Inf. Technol., 2013

Using Arabic Wordnet for semantic indexation in information retrieval system.
CoRR, 2013

Design of fuzzy classifier for diabetes disease using Modified Artificial Bee Colony algorithm.
Comput. Methods Programs Biomed., 2013

An interpretable classifier for detection of cardiac arrhythmias by using the fuzzy decision tree.
Artif. Intell. Res., 2013

Automatic Segmentation of the Left Atrium on CT Images.
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.
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.
J. Medical Syst., 2012

A Neuro-Fuzzy Identification of ECG Beats.
J. Medical Syst., 2012

Endocardial Border Detection in Cardiac Magnetic Resonance Images Using Level Set Method.
J. Digit. Imaging, 2012

A Personalized Whitelist Approach for Phishing Webpage Detection.
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.
Proceedings of the Third International Conference on Computer Science and its Applications (CIIA'11), 2011

QoS-Aware Service Selection based on Genetic Algorithm.
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.
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.
Proceedings of the 2nd Conférence Internationale sur l'Informatique et ses Applications (CIIA'09), 2009


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