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Emails & domains

Verified email domains

Websites & social links

https://www.scopus.com/authid/detail.uri?authorId=57802013900
https://www.linkedin.com/in/hasna-chamlal-537147249/

Other IDs

ResearcherID: HIK-0512-2022
Scopus Author ID: 58724125700

Keywords

Discriminant analysis-Feature Selection-Statistics-Data Analysis-Machine learning-Data Science

Activities

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Employment (1)

Université Hassan II de Casablanca: Casablanca, MA

2000-10-03 to present | Full Professor (Mathematics and computer science)
Employment
Source: Self-asserted source
Hasna CHAMLAL

Education and qualifications (1)

Université Hassan II de Casablanca: Casablanca, Casablanca, MA

2000-10-03 to present | Full Professor (Statistics and Data Science)
Qualification
Source: Self-asserted source
Hasna CHAMLAL

Professional activities (8)

Université Hassan II de Casablanca Faculté des Sciences Aïn Chock: Casablanca, Casablanca-Settat, MA

REVIEWER: EXPERT SYSTEM WITH APPLICATIONS
Service
Source: Self-asserted source
Hasna CHAMLAL

Université Hassan II de Casablanca Faculté des Sciences Aïn Chock: Casablanca, Casablanca-Settat, MA

REVIEWER: APPLIED SOFT COMPUTING
Service
Source: Self-asserted source
Hasna CHAMLAL

Université Hassan II de Casablanca Faculté des Sciences Aïn Chock: Casablanca, Casablanca-Settat, MA

REVIEWER: KNOWLEDGE BASED SYSTEMS
Service
Source: Self-asserted source
Hasna CHAMLAL

the 14th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare”,Elsevier, October 29,2024,Leuven, Belgium elsevier: LEUVEN, BELGIUM, BE

2024-10-29 | BEST PAPER
Distinction
Source: Self-asserted source
Hasna CHAMLAL

Université Hassan II de Casablanca Faculté des Sciences Aïn Chock: Casablanca, Casablanca-Settat, MA

2020-01-01 to 2023-12-31 | ELECTED MEMBER OF THE UNIVERSITY BOARD (MATHEMATICS AND CONPUTER SCIENCE)
Service
Source: Self-asserted source
Hasna CHAMLAL

Université Hassan II de Casablanca Faculté des Sciences Aïn Chock: Casablanca, Casablanca-Settat, MA

2017-01-01 to 2023-12-31 | ELECTED MEMBER OF THE FACULTY BOARD (MATHEMATICS AND CONPUTER SCIENCE)
Service
Source: Self-asserted source
Hasna CHAMLAL

Université Hassan II de Casablanca Faculté des Sciences Aïn Chock: Casablanca, Casablanca-Settat, MA

2022-12-16 to 2022-12-17 | GENERAL CHAIR- INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS AND DATA SCIENCE (MATHEMATICS AND CONPUTER SCIENCE)
Service
Source: Self-asserted source
Hasna CHAMLAL

PENCIS: LONDON, DE

2022-11-01 | International Research Awards on Oncology and Cancer Research -Best Researcher Award (Oncology and Precision Medicine)
Distinction
Source: Self-asserted source
Hasna CHAMLAL

Works (50 of 75)

Items per page:
Page 1 of 2

AL-FEW: An enhanced approach for optimized query examples through feature weighting in active learning

Expert Systems with Applications
2025-03 | Journal article
DOI: 10.1016/j.eswa.2024.126045
Contributors: Chourouk Elokri; Tayeb Ouaderhman; Hasna Chamlal
Source: check_circle
Crossref

Mathematical Methods in Feature Selection: A Review

Mathematics
2025-03-18 | Journal article
DOI: 10.3390/math13060996
Contributors: Firuz Kamalov; Hana Sulieman; Ayman Alzaatreh; Maher Emarly; Hasna Chamlal; Murodbek Safaraliev
Source: check_circle
Crossref

Clinical Impact of Neutrophil Variation on COVID-19 Complications

Diagnostics
2025-02-13 | Journal article
DOI: 10.3390/diagnostics15040457
Contributors: Khadija El Azhary; Bouchra Ghazi; Fadila Kouhen; Jalila El Bakkouri; Hasna Chamlal; Adil El Ghanmi; Abdallah Badou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A relief-TOPSIS based feature selection for high-dimensional data

AIP Conference Proceedings
2024 | Conference paper
DOI: 10.1063/5.0194747
EID:

2-s2.0-85188532722

Part of ISSN: 15517616 0094243X
Contributors: Janane, F.Z.; Ouaderhman, T.; Chamlal, H.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

A systematic evaluation of univariate filter feature selection methods for leukemia datasets

AIP Conference Proceedings
2024 | Conference paper
DOI: 10.1063/5.0194735
EID:

2-s2.0-85188553831

Part of ISSN: 15517616 0094243X
Contributors: Rebbah, F.E.; Chamlal, H.; Ouaderhman, T.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

Filter-based relevance and instance selection

AIP Conference Proceedings
2024 | Conference paper
DOI: 10.1063/5.0194692
EID:

2-s2.0-85188534848

Part of ISSN: 15517616 0094243X
Contributors: Mourtji, B.E.; Ouaderhman, T.; Chamlal, H.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

A preordonance-based decision tree method and its parallel implementation in the framework of Map-Reduce

Applied Soft Computing
2024-12 | Journal article
DOI: 10.1016/j.asoc.2024.112261
Contributors: Hasna Chamlal; Fadwa Aaboub; Tayeb Ouaderhman
Source: check_circle
Crossref

A graph partitioning-based hybrid feature selection method in microarray datasets

Knowledge and Information Systems
2024-12-09 | Journal article
DOI: 10.1007/s10115-024-02292-3
Part of ISSN: 0219-1377
Part of ISSN: 0219-3116
Contributors: Abdelali Oubaouzine; Tayeb Ouaderhman; Hasna Chamlal
Source: Self-asserted source
Hasna CHAMLAL

Maximal cliques-based hybrid high-dimensional feature selection with interaction screening for regression

Neurocomputing
2024-11 | Journal article
DOI: 10.1016/j.neucom.2024.128361
Contributors: Hasna Chamlal; Asmaa Benzmane; Tayeb Ouaderhman
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Elastic net-based high dimensional data selection for regression

Expert Systems with Applications
2024-06 | Journal article
DOI: 10.1016/j.eswa.2023.122958
Contributors: Hasna Chamlal; Asmaa Benzmane; Tayeb Ouaderhman
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A new filter-based gene selection approach in the DNA microarray domain

Expert Systems with Applications
2024-04 | Journal article
DOI: 10.1016/j.eswa.2023.122504
Contributors: Tayeb Ouaderhman; Hasna Chamlal; Fatima Zahra Janane
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A relief-TOPSIS based feature selection for high-dimensional data

AIP CONFERENCES PROCEEDINGS
2024-03-05 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

A systematic evaluation of univariate filter feature selection methods for leukemia datasets

AIP CONFERENCES PROCEEDINGS
2024-03-05 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

Filter-based relevance and instance selection

AIP CONFERENCES PROCEEDINGS
2024-03-05 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

A hybrid multi-criteria meta-learner based classifier for imbalanced data

Knowledge-Based Systems
2024-02 | Journal article
DOI: 10.1016/j.knosys.2024.111367
Contributors: Hasna Chamlal; Hajar Kamel; Tayeb Ouaderhman
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Accurate analysis for univariate-based filter methods for microarray data classification

Journal of Algorithms & Computational Technology
2024-01 | Journal article
DOI: 10.1177/17483026241232295
Part of ISSN: 1748-3018
Part of ISSN: 1748-3026
Contributors: Fatima Ezzahra REBBAH; Hasna Chamlal; Tayeb Ouaderhman
Source: Self-asserted source
Hasna CHAMLAL
grade
Preferred source (of 2)‎

A Hybrid Multi-criteria Meta-learner Based Classifier for Imbalanced Data

Knowledge-Based Systems
2024-01-05 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

A Two-Step Feature Selection Procedure to Handle High-Dimensional Data in Regression Problems

2023 International Conference on Decision Aid Sciences and Applications, DASA 2023
2023 | Conference paper
DOI: 10.1109/DASA59624.2023.10286637
EID:

2-s2.0-85177442018

Part of ISBN: 9798350342055
Contributors: Chamlal, H.; Benzmane, A.; Ouaderhman, T.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

Analysis of the prediction performance of decision tree-based algorithms

2023 International Conference on Decision Aid Sciences and Applications, DASA 2023
2023 | Conference paper
DOI: 10.1109/DASA59624.2023.10286809
EID:

2-s2.0-85177430880

Part of ISBN: 9798350342055
Contributors: Aaboub, F.; Chamlal, H.; Ouaderhman, T.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

Feature screening algorithm for high dimensional data

Mathematical Modeling and Computing
2023 | Journal article
DOI: 10.23939/mmc2023.03.703
EID:

2-s2.0-85171173709

Part of ISSN: 24153788 23129794
Contributors: Chamlal, H.; Benzmane, A.; Ouaderhman, T.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

Important subgraph discovery using non-dominance criterion

Mathematical Modeling and Computing
2023 | Journal article
DOI: 10.23939/mmc2023.03.733
EID:

2-s2.0-85165926092

Part of ISSN: 24153788 23129794
Contributors: Ouaderhman, T.; Chamlal, H.; Oubaouzine, A.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

PROMETHEE filter-based method for microarray gene expression data

Mathematical Modeling and Computing
2023 | Journal article
DOI: 10.23939/mmc2023.03.693
EID:

2-s2.0-85171162976

Part of ISSN: 24153788 23129794
Contributors: Ouaderhman, T.; Aaboub, F.; Chamlal, H.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

Statistical analysis of three new measures of relevance redundancy and complementarity

Mathematical Modeling and Computing
2023 | Journal article
DOI: 10.23939/mmc2023.03.651
EID:

2-s2.0-85171174107

Part of ISSN: 24153788 23129794
Contributors: Chamlal, H.; El Mourtji, B.; Ouaderhman, T.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

A Two-Step Feature Selection Procedure to Handle High-Dimensional Data in Regression Problems

2023 International Conference on Decision Aid Sciences and Applications (DASA)
2023-10-23 | Conference paper
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

Analysis of the prediction performance of decision tree-based algorithms

2023 International Conference on Decision Aid Sciences and Applications (DASA)
2023-10-23 | Conference paper
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

Statistical analysis of various splitting criteria for decision trees

Journal of Algorithms & Computational Technology
2023-10-17 | Journal article
DOI: https://doi.org/10.1177/17483026231198181
Contributors: Hasna CHAMLAL; aaboub fadwa; Tayeb Ouaderhman
Source: Self-asserted source
Hasna CHAMLAL
grade
Preferred source (of 2)‎

Important subgraph discovery using non-dominance criterion

MATHEMATICAL MODELING AND COMPUTING
2023-07-17 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

A filter feature selection for high-dimensional data

Journal of Algorithms & Computational Technology
2023-07-06 | Journal article
DOI: 10.1177/17483026231184171
Part of ISSN: 1748-3018
Part of ISSN: 1748-3026
Contributors: Fatima Zahra Janane; Tayeb Ouaderhman; Hasna Chamlal
Source: Self-asserted source
Hasna CHAMLAL
grade
Preferred source (of 2)‎

A filter feature selection for high-dimensional data

Journal of Algorithms & Computational Technology
2023-07-06 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

PROMETHEE filter-based method for microarray gene expression data

MATHEMATICAL MODELING AND COMPUTING
2023-07-06 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

Feature screening algorithm for high dimensional data

MATHEMATICAL MODELING AND COMPUTING
2023-07-05 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

Statistical analysis of three new measures of relevance redundancy and complementarity

MATHEMATICAL MODELING AND COMPUTING
2023-07-03 | Journal article
Contributors: Hasna CHAMLAL
Source: Self-asserted source
Hasna CHAMLAL

Feature selection in high dimensional data: A specific preordonnances-based memetic algorithm

Knowledge-Based Systems
2023-04-22 | Journal article
DOI: 10.1016/j.knosys.2023.110420
Part of ISSN: 0950-7051
Contributors: Hasna Chamlal; Tayeb Ouaderhman; Basma El Mourtji
Source: Self-asserted source
Hasna CHAMLAL
grade
Preferred source (of 2)‎

Neutrophilia during hospitalization predicts ARDS and risk of death in COVID-19 patients

ResearchSquare
2022 | Other
DOI: 10.21203/rs.3.rs-1698466
EID:

2-s2.0-85134103130
Contributors: Ghazi, B.; Azhary, K.E.; Kantri, A.; Ghanmi, A.E.; Bakkouri, J.E.; Aidaoui, K.E.; Haoudar, A.; Dini, N.; Naitlho, A.; Kettani, C.E. et al.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

A graph based preordonnances theoretic supervised feature selection in high dimensional data

Knowledge-Based Systems
2022-12 | Journal article
DOI: 10.1016/j.knosys.2022.109899
Contributors: Hasna Chamlal; Tayeb Ouaderhman; Fadwa Aaboub
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A hybrid feature selection approach for Microarray datasets using graph theoretic-based method

Information Sciences
2022-10-17 | Journal article
DOI: 10.1016/j.ins.2022.10.001
Part of ISSN: 0020-0255
Contributors: Hasna CHAMLAL; tayeb OUADERHMAN; Fatima Zahra REBBAH
Source: Self-asserted source
Hasna CHAMLAL
grade
Preferred source (of 3)‎

Neutrophilia during hospitalization predicts ARDS and risk of death in COVID-19 patients

[]
2022-05-31 | Preprint
DOI: 10.21203/rs.3.rs-1698466/v1
Source: Self-asserted source
Hasna CHAMLAL
grade
Preferred source (of 2)‎

A novel filter based feature selection approach for microarray dataset

5th International Conference on Intelligent Computing in Data Sciences, ICDS 2021
2021 | Conference paper
DOI: 10.1109/ICDS53782.2021.9626734
EID:

2-s2.0-85123501331
Contributors: Chamlal, H.; Ouaderhman, T.; Rebbah, F.E.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier
grade
Preferred source (of 3)‎

Multicriteria approaches based on a new discrimination criterions for feature selection

5th International Conference on Intelligent Computing in Data Sciences, ICDS 2021
2021 | Conference paper
DOI: 10.1109/ICDS53782.2021.9626744
EID:

2-s2.0-85123497278
Contributors: Chamlal, H.; Ouaderhman, T.; Mourtji, B.E.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier
grade
Preferred source (of 3)‎

Preordonance correlation filter for feature selection in the high dimensional classification problem

5th International Conference on Intelligent Computing in Data Sciences, ICDS 2021
2021 | Conference paper
DOI: 10.1109/ICDS53782.2021.9626705
EID:

2-s2.0-85123480244
Contributors: Chamlal, H.; Ouaderhman, T.; Aaboub, F.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier
grade
Preferred source (of 4)‎

A feature selection approach applied to high dimensional data

2021-03-15 | Conference paper
Part of ISSN: Proceedings ISSN: 2605-7700
Source: Self-asserted source
Hasna CHAMLAL

Feature selection in statistical learning

ICRAMCS 2021
2021-03-15 | Conference paper
Part of ISSN: 2605-7700
Source: Self-asserted source
Hasna CHAMLAL

A discrimination criterion for feature filtering

2021-03-15 | Conference paper
Part of ISSN: 2605-7700
Source: Self-asserted source
Hasna CHAMLAL

A feature selection algorithms in microarray data

2021-03-15 | Conference paper
Part of ISSN: 2605-7700
Source: Self-asserted source
Hasna CHAMLAL

Intelligent credit scoring system using knowledge management

IAES International Journal of Artificial Intelligence
2019 | Journal article
DOI: 10.11591/ijai.v8i4.pp391-398
EID:

2-s2.0-85079464697

Part of ISSN: 22528938 20894872
Contributors: Mehdi, B.; Hasna, C.; Ahmed, E.K.; Tayeb, O.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier

Intelligent credit scoring system using knowledge management

International Journal of Artificial Intelligence
2019 | Journal article
Source: Self-asserted source
Hasna CHAMLAL

Reject Inference in Scoring model using Machine Learning techniques

International Journal of Applied Business and Economic Research
2018 | Journal article
Part of ISSN: ISSN : 0972-7302
Source: Self-asserted source
Hasna CHAMLAL

Reject Inference in Scoring model using Machine Learning techniques

International Journal Of Applied Business And Economic Research
2018 | Journal article
Source: Self-asserted source
Hasna CHAMLAL

risk profile concept to build score and models

6&ième Congrès mondial de la statistique
2017-07 | Conference poster
Source: Self-asserted source
Hasna CHAMLAL

Concentration risk: Setting credit limits in loan portfolios, case of Morocco

Risk Governance and Control: Financial Markets and Institutions
2016 | Journal article
DOI: 10.22495/rcgv6i3c1art6
EID:

2-s2.0-85019535471

Part of ISSN: 20774303 2077429X
Contributors: Mehdi, B.; Hassan, C.; Hasna, C.
Source: Self-asserted source
Hasna CHAMLAL via Scopus - Elsevier
grade
Preferred source (of 3)‎
Items per page:
Page 1 of 2

Peer review (24 reviews for 8 publications/grants)

Review activity for Applied soft computing. (1)
Review activity for Expert systems with applications. (3)
Review activity for Expert systems with applications. (6)
Review activity for Information sciences. (3)
Review activity for Knowledge-based systems. (1)
Review activity for Knowledge-based systems. (1)
Review activity for Soft computing. (4)
Review activity for Soft computing. (5)
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