Ibtissam Abnane

Orcid: 0000-0001-5248-5757

According to our database1, Ibtissam Abnane authored at least 33 papers between 2015 and 2024.

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

Timeline

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Bibliography

2024
Optimized fuzzy clustering-based k-nearest neighbors imputation for mixed missing data in software development effort estimation.
J. Softw. Evol. Process., April, 2024

Global and local interpretability techniques of supervised machine learning black box models for numerical medical data.
Eng. Appl. Artif. Intell., 2024

2023
Evaluating ensemble imputation in software effort estimation.
Empir. Softw. Eng., March, 2023

Comparing Ensemble and Single Classifiers Using KNN Imputation for Incomplete Heart Disease Datasets.
Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

Does Categorical Encoding Affect the Interpretability of a Multilayer Perceptron for Breast Cancer Classification?
Proceedings of the 12th International Conference on Data Science, 2023

2022
Interpretability in the medical field: A systematic mapping and review study.
Appl. Soft Comput., 2022

Performance-Interpretability Tradeoff of Mamdani Neuro-Fuzzy Classifiers for Medical Data.
Proceedings of the Information Systems and Technologies, 2022

Machine and Deep Learning Predictive Techniques for Blood Glucose Level.
Proceedings of the Information Systems and Technologies, 2022

A Systematic Map of Interpretability in Medicine.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Evaluating Interpretability of Multilayer Perceptron and Support Vector Machines for Breast Cancer Classification.
Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2021
Ensemble Case based Reasoning Imputation in Breast Cancer Classification.
J. Inf. Sci. Eng., 2021

Assessing and Comparing Interpretability Techniques for Artificial Neural Networks Breast Cancer Classification.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021

A systematic mapping study for ensemble classification methods in cardiovascular disease.
Artif. Intell. Rev., 2021

Heterogeneous ensemble imputation for software development effort estimation.
Proceedings of the PROMISE '21: 17th International Conference on Predictive Models and Data Analytics in Software Engineering, 2021

Deep and Ensemble Learning Based Land Use and Land Cover Classification.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020
Fuzzy case-based-reasoning-based imputation for incomplete data in software engineering repositories.
J. Softw. Evol. Process., 2020

Missing data techniques in classification for cardiovascular dysautonomias diagnosis.
Medical Biol. Eng. Comput., 2020

Data preprocessing in knowledge discovery in breast cancer: systematic mapping study.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020

Artificial Neural Networks Interpretation Using LIME for Breast Cancer Diagnosis.
Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

Comparing Statistical and Machine Learning Imputation Techniques in Breast Cancer Classification.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019
Reviewing ensemble classification methods in breast cancer.
Comput. Methods Programs Biomed., 2019

Impact of Parameter Tuning on Machine Learning Based Breast Cancer Classification.
Proceedings of the New Knowledge in Information Systems and Technologies - Volume 3, 2019

Breast Cancer Classification with Missing Data Imputation.
Proceedings of the New Knowledge in Information Systems and Technologies - Volume 3, 2019

Predicting blood glucose using an LSTM Neural Network.
Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, 2019

Analogy Software Effort Estimation Using Ensemble KNN Imputation.
Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019

2018
Support vector regression-based imputation in analogy-based software development effort estimation.
J. Softw. Evol. Process., 2018

Evaluating Pred(p) and standardized accuracy criteria in software development effort estimation.
J. Softw. Evol. Process., 2018

Improved Analogy-based Effort Estimation with Incomplete Mixed Data.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

2017
Empirical evaluation of fuzzy analogy for software development effort estimation.
Proceedings of the Symposium on Applied Computing, 2017

Fuzzy Analogy Based Effort Estimation: An Empirical Comparative Study.
Proceedings of the 2017 IEEE International Conference on Computer and Information Technology, 2017

2016
Missing data techniques in analogy-based software development effort estimation.
J. Syst. Softw., 2016

Evaluating Fuzzy Analogy on incomplete software projects data.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015
Systematic mapping study of missing values techniques in software engineering data.
Proceedings of the 16th IEEE/ACIS International Conference on Software Engineering, 2015


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