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Abnane, Ibtissam
29  results:
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1

Global and local interpretability techniques of supervised ..:

Hakkoum, Hajar ; Idri, Ali ; Abnane, Ibtissam
Engineering Applications of Artificial Intelligence.  131 (2024)  - p. 107829 , 2024
Link: https://doi.org/10.1016/..
 
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2

Deep learning based one step and multi‐steps ahead forecast..:

Benaida, Mamoune ; Abnane, Ibtissam ; Idri, Ali
Expert Systems.  , 2023
Link: https://doi.org/10.1111/..
 
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3

Evaluating ensemble imputation in software effort estimatio:

Abnane, Ibtissam ; Idri, Ali ; Chlioui, Imane.
Empirical Software Engineering.  28 (2023)  2 - p. , 2023
Link: https://doi.org/10.1007/..
 
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4

Performance of heterogenous neuro-fuzzy ensembles over medi..:

Benbriqa, Hicham ; Idri, Ali ; Abnane, Ibtissam
Scientific African.  21 (2023)  - p. e01838 , 2023
Link: https://doi.org/10.1016/..
 
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5

Optimized fuzzy clustering‐based k‐nearest neighbors imputa..:

Abnane, Ibtissam ; Idri, Ali ; Abran, Alain
Journal of Software: Evolution and Process.  36 (2023)  4 - p. , 2023
Link: https://doi.org/10.1002/..
 
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6

Performance-Interpretability Tradeoff of Mamdani Neuro-Fuzz..:

, In: Information Systems and Technologies; Lecture Notes in Networks and Systems,
Ouifak, Hafsaa ; Idri, Ali ; Benbriqa, Hicham. - p. 456-465 , 2022
Link: https://doi.org/10.1007/..
 
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7

Interpretability in the medical field: A systematic mapping..:

Hakkoum, Hajar ; Abnane, Ibtissam ; Idri, Ali
Applied Soft Computing.  117 (2022)  - p. 108391 , 2022
Link: https://doi.org/10.1016/..
 
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8

Evaluating Interpretability of Multilayer Perceptron and Su..:

, In: 2022 IEEE/ACS 19th International Conference on Computer Systems and Applications (AICCSA),
Hakkoum, Hajar ; Abnane, Ibtissam ; Idri, Ali - p. 1-6 , 2022
Link: https://doi.org/10.1109/..
 
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9

Machine and Deep Learning Predictive Techniques for Blood G..:

, In: Information Systems and Technologies; Lecture Notes in Networks and Systems,
Benaida, Mamoune ; Abnane, Ibtissam ; Idri, Ali. - p. 476-485 , 2022
Link: https://doi.org/10.1007/..
 
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10

Deep and Ensemble Learning Based Land Use and Land Cover Cl..:

, In: Computational Science and Its Applications – ICCSA 2021; Lecture Notes in Computer Science,
Benbriqa, Hicham ; Abnane, Ibtissam ; Idri, Ali. - p. 588-604 , 2021
Link: https://doi.org/10.1007/..
 
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11

Heterogeneous ensemble imputation for software development ..:

, In: Proceedings of the 17th International Conference on Predictive Models and Data Analytics in Software Engineering,
Abnane, Ibtissam ; Idri, Ali ; Hosni, Mohamed. - p. 1-10 , 2021
Link: https://dl.acm.org/doi/1..
 
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12

Assessing and Comparing Interpretability Techniques for Art..:

Hakkoum, Hajar ; Idri, Ali ; Abnane, Ibtissam
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization.  9 (2021)  6 - p. 587-599 , 2021
Link: https://doi.org/10.1080/..
 
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13

Assessing the impact of parameters tuning in ensemble based..:

Idri, Ali ; Bouchra, El Ouassif ; Hosni, Mohamed.
Health and Technology.  10 (2020)  5 - p. 1239-1255 , 2020
Link: https://doi.org/10.1007/..
 
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14

A systematic mapping study for ensemble classification meth..:

Hosni, Mohamed ; Carrillo de Gea, Juan M. ; Idri, Ali...
Artificial Intelligence Review.  54 (2020)  4 - p. 2827-2861 , 2020
Link: https://doi.org/10.1007/..
 
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15

Artificial Neural Networks Interpretation Using LIME for Br..:

, In: Trends and Innovations in Information Systems and Technologies; Advances in Intelligent Systems and Computing,
Hakkoum, Hajar ; Idri, Ali ; Abnane, Ibtissam - p. 15-24 , 2020
Link: https://doi.org/10.1007/..
 
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