Published
1. Badarna, M. M., & AbedAllah, L. C. (2024). Active down-sampling method for KNN when dealing with imbalance dataset. Advances in Artificial Intelligence and Machine Learning, 4(3), 157
DOI : https://doi.org/10.54364/aaiml.2024.43157
(5-YR IF= N/A , 3-YR IF= N/A, Q N/A)
Role in the publication: I was involved in all phases of the research, including writing the paper.
2. AbedAllah, L., Hijazi, M., & Badarna, M. (2024). Dynamic emerging pathways in entrance and exit detection: Integrating deep learning and mathematical modeling. WSEAS Transactions on Systems.
DOI : https://doi.org/10.37394/23202.2024.23.37
(5-YR IF= N/A , 3-YR IF= N/A, Q4 in artificial intelligence)
Role in the publication: I was involved in all phases of the research, including writing the paper.
3. AbedAllah, L., Badarna, M., Khalifa, W., & Yousef, M. (2021). MultiKOC: Multi-one-class classifier based K-means clustering. Algorithms, 14(5), 134
DOI : https://doi.org/10.3390/a14050134
(5-YR IF= 1.9 , 3-YR IF= N/A, Q3 in artificial intelligence)
Role in the publication: I was involved in all phases of the research, including writing the paper.
4. Badarna, M., & Shimshoni, I. (2019). Selective sampling for trees and forests. Neurocomputing, 358, 93108.
Doi: https://doi.org/10.1016/j.neucom.2019.04.071
(5-YR IF= 6.0 , 3-YR IF= N/A, Q1 in artificial intelligence)
(Badarna Murad, main author contribution for all part of manuscript, Shimshoni: supervisor)
Role in the publication: I was involved in all phases of the research, including writing the paper.
5. Badarna, M., Shimshoni, I., Luria, G., & Rosenblum, S. (2018). The importance of pen motion pattern groups for semi-automatic classification of handwriting into mental workload classes. Cognitive Computation, 10(2), 215227. Doi: https://doi.org/10.1007/s12559-017-9520-2
(5-YR IF= 4.1 , 3-YR IF= N/A, Q1 in artificial intelligence)
(Badarna Murad, main author contribution for all part of manuscript, Shimshoni, Luria, Rosenblum : supervisors)
Role in the publication: I was involved in all phases of the research, including writing the paper.
6. Badarna, M., & Wolff, R. (2014). Fast and accurate detection of changes in data streams. Statistical Analysis and Data Mining: The ASA Data Science Journal, 7(2), 125139.DOI: https://doi.org/10.1002/sam.11216
(5-YR IF= 1.8 , 3-YR IF= N/A, Q2 in artificial intelligence)
(Badarna Murad, main author contribution for all part of manuscript, Wolff: supervisor)
Role in the publication: I was involved in all phases of the research, including writing the paper.
In process
7. AbdAllah, L., & Badarna, M. (2025). K-means clustering algorithm for mixed data using multidimensional scaling. WSEAS Transactions on Systems.Accepted for publication.
(5-YR IF= N/A , 3-YR IF= N/A, Q4 in artificial intelligence)
Role in the publication: I was involved in all phases of the research, including writing the paper.
8. Badarna, M. (2025). CNN for tabular data sets. Manuscript submitted for publication. Neurocomputing.
(5-YR IF= 6.0 , 3-YR IF= N/A, Q1 in artificial intelligence)
9. Abdallah, L. K., Badarna, M. M., Mari, A., Sbeit, W., Ahmad, H. S., Yousef, M., & Khoury, T. (2025). Predicting fatty pancreas with machine learning: Integration of clinical, laboratory, and imaging features. Manuscript submitted for publication. Applied Sciences.
Role in the publication: I contributed to the conceptualization, formulated the research strategy, performed the empirical analysis and wrote several chapters of the manuscript (Materials and Methods, Results, Discussion). In addition, I read and approved the final manuscript.
1. Badarna, M. M., & AbedAllah, L. C. (2024). Active down-sampling method for KNN when dealing with imbalance dataset. Advances in Artificial Intelligence and Machine Learning, 4(3), 157
DOI : https://doi.org/10.54364/aaiml.2024.43157
(5-YR IF= N/A , 3-YR IF= N/A, Q N/A)
Role in the publication: I was involved in all phases of the research, including writing the paper.
2. AbedAllah, L., Hijazi, M., & Badarna, M. (2024). Dynamic emerging pathways in entrance and exit detection: Integrating deep learning and mathematical modeling. WSEAS Transactions on Systems.
DOI : https://doi.org/10.37394/23202.2024.23.37
(5-YR IF= N/A , 3-YR IF= N/A, Q4 in artificial intelligence)
Role in the publication: I was involved in all phases of the research, including writing the paper.
3. AbedAllah, L., Badarna, M., Khalifa, W., & Yousef, M. (2021). MultiKOC: Multi-one-class classifier based K-means clustering. Algorithms, 14(5), 134
DOI : https://doi.org/10.3390/a14050134
(5-YR IF= 1.9 , 3-YR IF= N/A, Q3 in artificial intelligence)
Role in the publication: I was involved in all phases of the research, including writing the paper.
4. Badarna, M., & Shimshoni, I. (2019). Selective sampling for trees and forests. Neurocomputing, 358, 93108.
Doi: https://doi.org/10.1016/j.neucom.2019.04.071
(5-YR IF= 6.0 , 3-YR IF= N/A, Q1 in artificial intelligence)
(Badarna Murad, main author contribution for all part of manuscript, Shimshoni: supervisor)
Role in the publication: I was involved in all phases of the research, including writing the paper.
5. Badarna, M., Shimshoni, I., Luria, G., & Rosenblum, S. (2018). The importance of pen motion pattern groups for semi-automatic classification of handwriting into mental workload classes. Cognitive Computation, 10(2), 215227. Doi: https://doi.org/10.1007/s12559-017-9520-2
(5-YR IF= 4.1 , 3-YR IF= N/A, Q1 in artificial intelligence)
(Badarna Murad, main author contribution for all part of manuscript, Shimshoni, Luria, Rosenblum : supervisors)
Role in the publication: I was involved in all phases of the research, including writing the paper.
6. Badarna, M., & Wolff, R. (2014). Fast and accurate detection of changes in data streams. Statistical Analysis and Data Mining: The ASA Data Science Journal, 7(2), 125139.DOI: https://doi.org/10.1002/sam.11216
(5-YR IF= 1.8 , 3-YR IF= N/A, Q2 in artificial intelligence)
(Badarna Murad, main author contribution for all part of manuscript, Wolff: supervisor)
Role in the publication: I was involved in all phases of the research, including writing the paper.
In process
7. AbdAllah, L., & Badarna, M. (2025). K-means clustering algorithm for mixed data using multidimensional scaling. WSEAS Transactions on Systems.Accepted for publication.
(5-YR IF= N/A , 3-YR IF= N/A, Q4 in artificial intelligence)
Role in the publication: I was involved in all phases of the research, including writing the paper.
8. Badarna, M. (2025). CNN for tabular data sets. Manuscript submitted for publication. Neurocomputing.
(5-YR IF= 6.0 , 3-YR IF= N/A, Q1 in artificial intelligence)
9. Abdallah, L. K., Badarna, M. M., Mari, A., Sbeit, W., Ahmad, H. S., Yousef, M., & Khoury, T. (2025). Predicting fatty pancreas with machine learning: Integration of clinical, laboratory, and imaging features. Manuscript submitted for publication. Applied Sciences.
Role in the publication: I contributed to the conceptualization, formulated the research strategy, performed the empirical analysis and wrote several chapters of the manuscript (Materials and Methods, Results, Discussion). In addition, I read and approved the final manuscript.