Ali Idri

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 203

Top Venues

SITA

WorldCIST (3)

J. Medical Syst.

J. Softw. Evol. Process.

Publications

Houssam Zouhri, Ali Idri
A Comparative Assessment of Wrappers and Filters for Detecting Cyber Intrusions. WorldCIST (3) (2024)
Abderrahmane Hamdouchi, Ali Idri
Multiclass Intrusion Detection in IoT Using Boosting and Feature Selection. WorldCIST (3) (2024)
Omar El Alaoui, Ali Idri
An Empirical Evaluation of Ensemble Strategies in Habitat Suitability Modeling. SN Comput. Sci. 5 (5) (2024)
Hajar Hakkoum, Ali Idri, Ibtissam Abnane
Global and local interpretability techniques of supervised machine learning black box models for numerical medical data. Eng. Appl. Artif. Intell. 131 (2024)
Omar El Alaoui, Ali Idri
Habitat Suitability Assessment of Three Passerine Birds Using Ensemble Learning with Diverse Models. WorldCIST (3) (2024)
Sara El-Ateif, Ali Idri, José Luis Fernández Alemán
On the differences between CNNs and vision transformers for COVID-19 diagnosis using CT and chest x-ray mono- and multimodality. Data Technol. Appl. 58 (3) (2024)
Imane Araf, Ali Idri, Ikram Chairi
Cost-sensitive learning for imbalanced medical data: a review. Artif. Intell. Rev. 57 (4) (2024)
Houssam Zouhri, Ali Idri, Ahmed Ratnani
Evaluating the impact of filter-based feature selection in intrusion detection systems. Int. J. Inf. Sec. 23 (2) (2024)
Ibtissam Abnane, Ali Idri, Alain Abran
Optimized fuzzy clustering-based k-nearest neighbors imputation for mixed missing data in software development effort estimation. J. Softw. Evol. Process. 36 (4) (2024)
Hasnae Zerouaoui, Omar El Alaoui, Ali Idri
New design strategies of deep heterogenous convolutional neural networks ensembles for breast cancer diagnosis. Multim. Tools Appl. 83 (24) (2024)
Ouafa Ajarroud, Ahmed Zellou, Ali Idri
A new ontology-based similarity approach for measuring caching coverages provided by mediation systems. Knowl. Inf. Syst. 66 (2) (2024)
Ferdaous Idlahcen, Ali Idri, Evgin Göçeri
Exploring data mining and machine learning in gynecologic oncology. Artif. Intell. Rev. 57 (2) (2024)
Sara El-Ateif, Ali Idri
Eye diseases diagnosis using deep learning and multimodal medical eye imaging. Multim. Tools Appl. 83 (10) (2024)
Chaymaa Lahmar, Ali Idri
Enhancing Diabetic Retinopathy Detection Using CNNs with Dimensionality Reduction Techniques and K-Nearest Neighbors Ensembles. KDIR (2023)
Imane El Assari, Hajar Hakkoum, Ali Idri
Explainability of MLP Based Species Distribution Models: A Case Study. ICAART (3) (2023)
Ibtissam Abnane, Ali Idri, Imane Chlioui, Alain Abran
Evaluating ensemble imputation in software effort estimation. Empir. Softw. Eng. 28 (2) (2023)
Ismail Moatadid, Ibtissam Abnane, Ali Idri
Comparing Ensemble and Single Classifiers Using KNN Imputation for Incomplete Heart Disease Datasets. KDIR (2023)
Omar El Alaoui, Ali Idri
Predicting the potential distribution of wheatear birds using stacked generalization-based ensembles. Ecol. Informatics 75 (2023)
Manal Kharbouch, José Alberto García-Berná, Juan Manuel Carrillo de Gea, Joaquín Nicolás Ros, José Ambrosio Toval Álvarez, Ali Idri, José Luis Fernández Alemán
Reviewing Learning Software Engineering Through Serious Game Development. WorldCIST (2) (2023)
Chaymae Miloudi, Laila Cheikhi, Ali Idri, Alain Abran
The Impact of Grid Search on Bug Resolution Prediction for Open-Source Software. CoDIT (2023)
Hajar Hakkoum, Ali Idri, Ibtissam Abnane, José Luis Fernades-Aleman
Does Categorical Encoding Affect the Interpretability of a Multilayer Perceptron for Breast Cancer Classification? DATA (2023)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble. Data Technol. Appl. 57 (2) (2023)
Chaymaa Lahmar, Ali Idri
Deep hybrid architectures for diabetic retinopathy classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (2) (2023)
Asma Zizaan, Ali Idri, Hasnae Zerouaoui
Applied Deep Learning Architectures for Breast Cancer Screening Classification. ICAART (3) (2023)
Imane Araf, Ali Idri, Ikram Chairi
Mapping Cost-Sensitive Learning for Imbalanced Medical Data: Research Trends and Applications. KDIR (2023)
Omar El Alaoui, Ali Idri
Heterogeneous Ensemble Learning for Modelling Species Distribution: A Case Study of Redstarts Habitat Suitability. DATA (2023)
Ferdaous Idlahcen, Ali Idri, Hasnae Zerouaoui
Integrating Autoencoder-Based Hybrid Models into Cervical Carcinoma Prediction from Liquid-Based Cytology. DATA (2023)
Hafsaa Ouifak, Ali Idri
Application of neuro-fuzzy ensembles across domains: A systematic review of the two last decades (2000-2022). Eng. Appl. Artif. Intell. 124 (2023)
Fatima Zahrae Nakach, Ali Idri
A Novel Bagged Ensemble Approach for Accurate Histopathological Breast Cancer Classification Using Transfer Learning and Convolutional Neural Networks. ICAART (Revised Selected Paper) (2023)
Ramon Sanchez-Iborra, Abdeljalil Zoubir, Abderahmane Hamdouchi, Ali Idri, Antonio Skarmeta
Intelligent and Efficient IoT Through the Cooperation of TinyML and Edge Computing. Informatica 34 (1) (2023)
Sara El-Ateif, Ali Idri
Fundus Unimodal and Late Fusion Multimodal Diabetic Retinopathy Grading. DATA (2023)
Yousra Cherif, Ali Idri, Omar El Alaoui
Impact of Thresholds of Univariate Filters for Predicting Species Distribution. KDIR (2023)
Mohamed Zaim Wadghiri, Ali Idri
Bagged Ensembles for Blood Glucose Prediction: A Comparative Study. ICAART (3) (2023)
Chaymae Miloudi, Laila Cheikhi, Ali Idri, Alain Abran
Bug Resolution Prediction for Open-Source Software Using Ensembles of Instance Selection Algorithms. CoDIT (2023)
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
Binary classification of multi-magnification histopathological breast cancer images using late fusion and transfer learning. Data Technol. Appl. 57 (5) (2023)
Asma Zizaan, Ali Idri
Machine learning based Breast Cancer screening: trends, challenges, and opportunities. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (3) (2023)
Fatima Zahrae Nakach, Ali Idri, Hasnae Zerouaoui
Deep Hybrid Bagging Ensembles for Classifying Histopathological Breast Cancer Images. ICAART (2) (2023)
Mohamed Zaim Wadghiri, Ali Idri, Touria El Idrissi, Hajar Hakkoum
Ensemble blood glucose prediction in diabetes mellitus: A review. Comput. Biol. Medicine 147 (2022)
Omar El Alaoui, Hasnae Zerouaoui, Ali Idri
Deep Stacked Ensemble for Breast Cancer Diagnosis. WorldCIST (1) (2022)
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
Random Forest Based Deep Hybrid Architecture for Histopathological Breast Cancer Images Classification. ICCSA (2) (2022)
Hasnae Zerouaoui, Ali Idri
Deep hybrid architectures for binary classification of medical breast cancer images. Biomed. Signal Process. Control. 71 (Part) (2022)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
Histological breast cancer classification using CNN and MLP based ensembles. AICCSA (2022)
Ferdaous Idlahcen, Ali Idri
Systematic Map of Data Mining for Gynecologic Oncology. WorldCIST (1) (2022)
Chaymae Miloudi, Laila Cheikhi, Alain Abran, Ali Idri
Maintenance Effort Estimation for Open Source Software: Current Trends. IWSM-Mensura (2022)
Lamyae Sardi, Ali Idri, Leanne M. Redman, Hassan Alami, José Luis Fernández Alemán
A Reusable Catalog of Requirements for Gamified Mobile Health Applications. ENASE (2022)
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
Deep Hybrid AdaBoost Ensembles for Histopathological Breast Cancer Classification. WorldCIST (1) (2022)
Hajar Hakkoum, Ibtissam Abnane, Ali Idri
Evaluating Interpretability of Multilayer Perceptron and Support Vector Machines for Breast Cancer Classification. AICCSA (2022)
Houda Benhar, Mohamed Hosni, Ali Idri
Univariate and Multivariate Filter Feature Selection for Heart Disease Classification. J. Inf. Sci. Eng. 38 (4) (2022)
Hajar Hakkoum, Ibtissam Abnane, Ali Idri
Interpretability in the medical field: A systematic mapping and review study. Appl. Soft Comput. 117 (2022)
Badr El Fhel, Lamyae Sardi, Ali Idri
Quality Evaluation of Mobile GIS for Data Collection. ENASE (2022)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
Assessing the Impact of Deep End-to-End Architectures in Ensemble Learning for Histopathological Breast Cancer Classification. KDIR (2022)
Hasnae Zerouaoui, Ali Idri
Comparative Assessment of Deep End-To-End, Deep Hybrid and Deep Ensemble Learning Architectures for Breast Cancer Histological Classification. IC3K (2022)
Sara El-Ateif, Ali Idri
COVID-19 Diagnosis using Single-modality and Joint Fusion Deep Convolutional Neural Network Models. BIOIMAGING (2022)
Hafsaa Ouifak, Ali Idri, Hicham Benbriqa, Ibtissam Abnane
Performance-Interpretability Tradeoff of Mamdani Neuro-Fuzzy Classifiers for Medical Data. WorldCIST (1) (2022)
Chaymae Miloudi, Laila Cheikhi, Ali Idri, Alain Abran
The Impact of Instance Selection Algorithms on Maintenance Effort Estimation for Open-Source Software. WorldCIST (3) (2022)
Hajar Hakkoum, Ibtissam Abnane, Ali Idri
A Systematic Map of Interpretability in Medicine. HEALTHINF (2022)
Ferdaous Idlahcen, Pierjos Francis Colere Mboukou, Hasnae Zerouaoui, Ali Idri
Whole-slide Classification of H&E-stained Cervix Uteri Tissue using Deep Neural Networks. KDIR (2022)
Chaymaa Lahmar, Ali Idri
Classifying Diabetic Retinopathy using CNN and Machine Learning. BIOIMAGING (2022)
Hafsaa Ouifak, Ali Idri
Neuro-fuzzy ensembles: A systematic mapping study. AICCSA (2022)
Hasnae Zerouaoui, Ali Idri
Classifying Breast Cytological Images using Deep Learning Architectures. HEALTHINF (2022)
Juan José López-Jiménez, José Luis Fernández Alemán, Laura López-González, Ofelia González-Sequeros, Begoña Moros, José A. García-Berná, Ali Idri, Ambrosio Toval
Taking the pulse of a classroom with a gamified audience response system. Comput. Methods Programs Biomed. 213 (2022)
Chaymaa Lahmar, Ali Idri
Referable Diabetic Retinopathy Detection Using Deep Feature Extraction and Random Forest. BIOSTEC (Selected Papers) (2022)
Asma Zizaan, Ali Idri
Systematic Map of Machine Learning Based Breast Cancer Screening. WorldCIST (1) (2022)
Houda Benhar, Ali Idri, Mohamed Hosni
Ensemble Feature Selection for Heart Disease Classification. HEALTHINF (2022)
Sara Elmidaoui, Laila Cheikhi, Ali Idri, Alain Abran
Towards a Taxonomy of Software Maintainability Predictors: A Detailed View. WorldCIST (3) (2022)
Mamoune Benaida, Ibtissam Abnane, Ali Idri, Touria El Idrissi
Machine and Deep Learning Predictive Techniques for Blood Glucose Level. WorldCIST (1) (2022)
Fatima Azzahra Amazal, Ali Idri
Estimating software development effort using fuzzy clustering-based analogy. J. Softw. Evol. Process. 33 (4) (2021)
Mohamed Hosni, Ali Idri, Alain Abran
On the value of filter feature selection techniques in homogeneous ensembles effort estimation. J. Softw. Evol. Process. 33 (6) (2021)
Hasnae Zerouaoui, Ali Idri, Fatima Zahrae Nakach, Ranya El Hadri
Breast Fine Needle Cytological Classification Using Deep Hybrid Architectures. ICCSA (2) (2021)
Abderrahim El hafidy, Taoufik Rachad, Ali Idri, Ahmed Zellou
Gamified Mobile Applications for Improving Driving Behavior: A Systematic Mapping Study. Mob. Inf. Syst. 2021 (2021)
Bouchra El Ouassif, Ali Idri, Mohamed Hosni, Alain Abran
Classification techniques in breast cancer diagnosis: A systematic literature review. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (1) (2021)
Badr El Fhel, Lamyae Sardi, Ali Idri
A Requirements Catalog of Mobile Geographic Information System for Data Collection. WorldCIST (2) (2021)
Hicham Benbriqa, Ibtissam Abnane, Ali Idri, Khouloud Tabiti
Deep and Ensemble Learning Based Land Use and Land Cover Classification. ICCSA (3) (2021)
Bouchra El Ouassif, Ali Idri, Mohamed Hosni
Investigating Accuracy and Diversity in Heterogeneous Ensembles for Breast Cancer Classification. ICCSA (2) (2021)
Hasnae Zerouaoui, Ali Idri
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging. J. Medical Syst. 45 (1) (2021)
Imane Chlioui, Ali Idri, Ibtissam Abnane, Mahmoud Ezzat
Ensemble Case based Reasoning Imputation in Breast Cancer Classification. J. Inf. Sci. Eng. 37 (5) (2021)
Hajar Hakkoum, Ali Idri, Ibtissam Abnane
Assessing and Comparing Interpretability Techniques for Artificial Neural Networks Breast Cancer Classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (6) (2021)
Mohamed Zaim Wadghiri, Ali Idri, Touria El Idrissi
Ensemble Regression for Blood Glucose Prediction. WorldCIST (1) (2021)
Bouchra El Ouassif, Ali Idri, Mohamed Hosni
Homogeneous Ensemble based Support Vector Machine in Breast Cancer Diagnosis. HEALTHINF (2021)
Manal Kharbouch, Ali Idri, Taoufik Rachad, Hassan Alami, Leanne M. Redman, Youssef Stelate
Mobile Technology for Improved Contraceptive Care in Morocco. J. Medical Syst. 45 (2) (2021)
Ibtissam Abnane, Ali Idri, Mohamed Hosni, Alain Abran
Heterogeneous ensemble imputation for software development effort estimation. PROMISE (2021)
Fatima Ezzahra Boujida, Fatima Azzahra Amazal, Ali Idri
Neural Networks based Software Development Effort Estimation: A Systematic Mapping Study. ICSOFT (2021)
Mohamed Hosni, Juan Manuel Carrillo-de-Gea, Ali Idri, Manal El Bajta, José Luis Fernández Alemán, Ginés García-Mateos, Ibtissam Abnane
A systematic mapping study for ensemble classification methods in cardiovascular disease. Artif. Intell. Rev. 54 (4) (2021)
Lamyae Sardi, Ali Idri, Taoufik Rachad, Leanne M. Redman, Hassan Alami
Gamified e-Health Solution to Promote Postnatal Care in Morocco. ICCSA (4) (2020)
Manal Kharbouch, Ali Idri, Taoufiq Rachad, Hassan Alami, Leanne M. Redman, Youssef Stelate
MyContraception: An Evidence-Based Contraception mPHR for Better Contraceptive Fit. WorldCIST (3) (2020)
Sara Elmidaoui, Laila Cheikhi, Ali Idri, Alain Abran
Machine Learning Techniques for Software Maintainability Prediction: Accuracy Analysis. J. Comput. Sci. Technol. 35 (5) (2020)
Hajar Hakkoum, Ali Idri, Ibtissam Abnane
Artificial Neural Networks Interpretation Using LIME for Breast Cancer Diagnosis. WorldCIST (3) (2020)
Taoufik Rachad, Ali Idri
Intelligent Mobile Applications: A Systematic Mapping Study. Mob. Inf. Syst. 2020 (2020)
Mariam Bachiri, Ali Idri, Taoufik Rachad, Hassan Alami, Leanne M. Redman
A Complete Prenatal Solution for a Reproductive Health Unit in Morocco. WorldCIST (3) (2020)
Mohamed Hosni, Ginés García-Mateos, Juan Manuel Carrillo-de-Gea, Ali Idri, José Luis Fernández Alemán
A mapping study of ensemble classification methods in lung cancer decision support systems. Medical Biol. Eng. Comput. 58 (10) (2020)
Houda Benhar, Ali Idri, Mohamed Hosni
Impact of Threshold Values for Filter-based Univariate Feature Selection in Heart Disease Classification. HEALTHINF (2020)
Touria El Idrissi, Ali Idri
Evaluating a Comparing Deep Learning Architectures for Blood Glucose Prediction. BIOSTEC (Selected Papers) (2020)
Chaymae Miloudi, Laila Cheikhi, Ali Idri
A Review of Open Source Software Maintenance Effort Estimation. SITA (2020)
Houda Benhar, Ali Idri, José Luis Fernández Alemán
Data preprocessing for heart disease classification: A systematic literature review. Comput. Methods Programs Biomed. 195 (2020)
Touria El Idrissi, Ali Idri, Ilham Kadi, Zohra Bakkoury
Strategies of Multi-Step-ahead Forecasting for Blood Glucose Level using LSTM Neural Networks: A Comparative Study. HEALTHINF (2020)
Sara Elmidaoui, Laila Cheikhi, Ali Idri, Alain Abran
Predicting Software Maintainability using Ensemble Techniques and Stacked Generalization. IWSM-Mensura (2020)
Imane Chlioui, Ali Idri, Ibtissam Abnane
Data preprocessing in knowledge discovery in breast cancer: systematic mapping study. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8 (5) (2020)
Lamyae Sardi, Ali Idri, Leanne M. Redman, Hassan Alami, Rachid Bezad, José Luis Fernández Alemán
Mobile health applications for postnatal care: Review and analysis of functionalities and technical features. Comput. Methods Programs Biomed. 184 (2020)
Ali Idri, Ilham Kadi, Ibtissam Abnane, José Luis Fernández Alemán
Missing data techniques in classification for cardiovascular dysautonomias diagnosis. Medical Biol. Eng. Comput. 58 (11) (2020)
Hasnae Zerouaoui, Ali Idri, Khalid El Asnaoui
Machine Learning and Image Processing for Breast Cancer: A Systematic Map. WorldCIST (3) (2020)

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Publication Activity (10 Years)

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Ali Idri