Ibtissam Abnane

37 papers B 1C 6Misc 1Journal 17Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Stacked ensembles for one-step and multi-step ahead BGL forecasting. Biomed. Signal Process. Control. Mamoune Benaida, Ibtissam Abnane, Ali Idri
2025	J	`jnl`	Deep learning based one step and multi-steps ahead forecasting blood glucose level. Expert Syst. J. Knowl. Eng. Mamoune Benaida, Ibtissam Abnane, Ali Idri
2025	—	`conf`	Designing and Evaluating Heterogeneous Ensembles for Blood Glucose Level Forecasting. ICCSA (2) Mamoune Benaida, Ibtissam Abnane, Ali Idri
2025	J	`jnl`	Enhancing medical classification with fuzzy logic-based missing data imputation technique. Int. J. Data Sci. Anal. Ismail Moatadid, Ali Idri, Ibtissam Abnane
2024	J	`jnl`	Global and local interpretability techniques of supervised machine learning black box models for numerical medical data. Eng. Appl. Artif. Intell. Hajar Hakkoum, Ali Idri, Ibtissam Abnane
2024	J	`jnl`	Optimized fuzzy clustering-based k-nearest neighbors imputation for mixed missing data in software development effort estimation. J. Softw. Evol. Process. Ibtissam Abnane, Ali Idri, Alain Abran
2023	—	`conf`	Comparing Ensemble and Single Classifiers Using KNN Imputation for Incomplete Heart Disease Datasets. KDIR Ismail Moatadid, Ibtissam Abnane, Ali Idri
2023	C	`conf`	Does Categorical Encoding Affect the Interpretability of a Multilayer Perceptron for Breast Cancer Classification? DATA Hajar Hakkoum, Ali Idri, Ibtissam Abnane, José Luis Fernades-Aleman
2023	J	`jnl`	Evaluating ensemble imputation in software effort estimation. Empir. Softw. Eng. Ibtissam Abnane, Ali Idri, Imane Chlioui, Alain Abran
2022	—	`conf`	A Systematic Map of Interpretability in Medicine. HEALTHINF Hajar Hakkoum, Ibtissam Abnane, Ali Idri
2022	C	`conf`	Evaluating Interpretability of Multilayer Perceptron and Support Vector Machines for Breast Cancer Classification. AICCSA Hajar Hakkoum, Ibtissam Abnane, Ali Idri
2022	J	`jnl`	Interpretability in the medical field: A systematic mapping and review study. Appl. Soft Comput. Hajar Hakkoum, Ibtissam Abnane, Ali Idri
2022	—	`conf`	Machine and Deep Learning Predictive Techniques for Blood Glucose Level. WorldCIST (1) Mamoune Benaida, Ibtissam Abnane, Ali Idri, Touria El Idrissi
2022	—	`conf`	Performance-Interpretability Tradeoff of Mamdani Neuro-Fuzzy Classifiers for Medical Data. WorldCIST (1) Hafsaa Ouifak, Ali Idri, Hicham Benbriqa, Ibtissam Abnane
2021	J	`jnl`	A systematic mapping study for ensemble classification methods in cardiovascular disease. Artif. Intell. Rev. Mohamed Hosni, Juan Manuel Carrillo de Gea, Ali Idri, Manal El Bajta, José Luis Fernández-Alemán, Ginés García-Mateos, Ibtissam Abnane
2021	J	`jnl`	Assessing and Comparing Interpretability Techniques for Artificial Neural Networks Breast Cancer Classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Hajar Hakkoum, Ali Idri, Ibtissam Abnane
2021	—	`conf`	Deep and Ensemble Learning Based Land Use and Land Cover Classification. ICCSA (3) Hicham Benbriqa, Ibtissam Abnane, Ali Idri, Khouloud Tabiti
2021	J	`jnl`	Ensemble Case based Reasoning Imputation in Breast Cancer Classification. J. Inf. Sci. Eng. Imane Chlioui, Ali Idri, Ibtissam Abnane, Mahmoud Ezzat
2021	—	`conf`	Heterogeneous ensemble imputation for software development effort estimation. PROMISE Ibtissam Abnane, Ali Idri, Mohamed Hosni, Alain Abran
2020	—	`conf`	Artificial Neural Networks Interpretation Using LIME for Breast Cancer Diagnosis. WorldCIST (3) Hajar Hakkoum, Ali Idri, Ibtissam Abnane
2020	—	`conf`	Comparing Statistical and Machine Learning Imputation Techniques in Breast Cancer Classification. ICCSA (4) Imane Chlioui, Ibtissam Abnane, Ali Idri
2020	J	`jnl`	Data preprocessing in knowledge discovery in breast cancer: systematic mapping study. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Imane Chlioui, Ali Idri, Ibtissam Abnane
2020	J	`jnl`	Fuzzy case-based-reasoning-based imputation for incomplete data in software engineering repositories. J. Softw. Evol. Process. Ibtissam Abnane, Ali Idri, Alain Abran
2020	J	`jnl`	Missing data techniques in classification for cardiovascular dysautonomias diagnosis. Medical Biol. Eng. Comput. Ali Idri, Ilham Kadi, Ibtissam Abnane, José Luis Fernández-Alemán
2019	B	`conf`	Analogy Software Effort Estimation Using Ensemble KNN Imputation. SEAA Ibtissam Abnane, Mohamed Hosni, Ali Idri, Alain Abran
2019	—	`conf`	Breast Cancer Classification with Missing Data Imputation. WorldCIST (3) Imane Chlioui, Ali Idri, Ibtissam Abnane, Juan Manuel Carrillo de Gea, José Luis Fernández-Alemán
2019	—	`conf`	Impact of Parameter Tuning on Machine Learning Based Breast Cancer Classification. WorldCIST (3) Ali Idri, Mohamed Hosni, Ibtissam Abnane, Juan Manuel Carrillo de Gea, José Luis Fernández-Alemán
2019	C	`conf`	Predicting blood glucose using an LSTM Neural Network. FedCSIS Touria El Idrissi, Ali Idri, Ibtissam Abnane, Zohra Bakkoury
2019	J	`jnl`	Reviewing ensemble classification methods in breast cancer. Comput. Methods Programs Biomed. Mohamed Hosni, Ibtissam Abnane, Ali Idri, Juan Manuel Carrillo de Gea, José Luis Fernández-Alemán
2018	J	`jnl`	Evaluating Pred(p) and standardized accuracy criteria in software development effort estimation. J. Softw. Evol. Process. Ali Idri, Ibtissam Abnane, Alain Abran
2018	C	`conf`	Improved Analogy-based Effort Estimation with Incomplete Mixed Data. FedCSIS Ibtissam Abnane, Ali Idri
2018	J	`jnl`	Support vector regression-based imputation in analogy-based software development effort estimation. J. Softw. Evol. Process. Ali Idri, Ibtissam Abnane, Alain Abran
2017	Misc	`conf`	Empirical evaluation of fuzzy analogy for software development effort estimation. SAC Ibtissam Abnane, Ali Idri, Alain Abran
2017	C	`conf`	Fuzzy Analogy Based Effort Estimation: An Empirical Comparative Study. CIT Ali Idri, Ibtissam Abnane
2016	—	`conf`	Evaluating Fuzzy Analogy on incomplete software projects data. SSCI Ibtissam Abnane, Ali Idri
2016	J	`jnl`	Missing data techniques in analogy-based software development effort estimation. J. Syst. Softw. Ali Idri, Ibtissam Abnane, Alain Abran
2015	C	`conf`	Systematic mapping study of missing values techniques in software engineering data. SNPD Ali Idri, Ibtissam Abnane, Alain Abran