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Scopus Author ID: 36702592300

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Employment (2)

University of Gezira: Madani, Gezira, SD

Employment
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki

Jouf University: Sakaka, Al Jouf, SA

Employment
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki

Education and qualifications (3)

Central South University: Changsha, Hunan, CN

2009-08-16 to 2013-07-13 | P.hD. (Computer Science)
Education
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki

University of the Free State: Bloemfontein, Free State, ZA

2001-06-18 to 2003-03-13 | M.Sc. (Computer Science)
Education
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki

University of Gezira: Wad Madani, Al Jazirah, SD

1995-05-01 to 2000-06-01 | B.Sc. in Statistics and Computer Science (Computer Science)
Education
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki

Professional activities (2)

University of the Free State: Bloemfontein, Free State, ZA

2003-03-18 | Obtained M.Sc. with distinction (Computer Science)
Distinction
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki

University of Gezira: Wad Madani, Al Jazirah, SD

2000-06-18 | Obtained B.Sc. with distinction (Computer Science)
Distinction
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki

Works (47)

Comparative Analysis of Multi-Omics Integration Using Graph Neural Networks for Cancer Classification

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2025.3540769
EID:

2-s2.0-85217905693

Part of ISSN: 21693536
Contributors: Alharbi, F.; Vakanski, A.; Zhang, B.; Elbashir, M.K.; Mohammed, M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Acute Knee Injury Detection with Magnetic Resonance Imaging (MRI)

International Journal of Computers, Communications and Control
2024 | Journal article
DOI: 10.15837/ijccc.2024.5.6648
EID:

2-s2.0-85202928566

Part of ISSN: 18419844 18419836
Contributors: Mahmood, M.A.; Alsalem, K.; Elbashir, M.K.; El-Ghany, S.A.; Abd El-Aziz, A.A.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

An Efficient Deep Learning Approach for DNA-Binding Proteins Classification from Primary Sequences

International Journal of Computational Intelligence Systems
2024 | Journal article
DOI: 10.1007/s44196-024-00462-3
EID:

2-s2.0-85190111520

Part of ISSN: 18756883 18756891
Contributors: Ahmed, N.Y.; Alsanousi, W.A.; Hamid, E.M.; Elbashir, M.K.; Al-Aidarous, K.M.; Mohammed, M.; Musa, M.E.M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification

arXiv
2024 | Other
DOI: 10.48550/arXiv.2410.05325
EID:

2-s2.0-85207975652

Part of ISSN: 23318422
Contributors: Alharbi, F.; Vakanski, A.; Zhang, B.; Elbashir, M.K.; Mohammed, M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification

arXiv
2024 | Other
DOI: 10.48550/arXiv.2408.17384
EID:

2-s2.0-85204704754

Part of ISSN: 23318422
Contributors: Alharbi, F.; Vakanski, A.; Elbashir, M.K.; Mohammed, M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Performance Evaluation of Multiple Machine Learning Models in Predicting Power Generation for a Grid-Connected 300 MW Solar Farm

Energies
2024 | Journal article
DOI: 10.3390/en17020525
EID:

2-s2.0-85183323243

Part of ISSN: 19961073
Contributors: Aldosari, O.; Batiyah, S.; Elbashir, M.; Alhosaini, W.; Nallaiyagounder, K.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier
grade
Preferred source (of 2)‎

Singular Value Decomposition-Based Penalized Multinomial Regression for Classifying Imbalanced Medulloblastoma Subgroups Using Methylation Data

Journal of Computational Biology
2024 | Journal article
DOI: 10.1089/cmb.2023.0198
EID:

2-s2.0-85194112497

Part of ISSN: 10665277
Contributors: Mohammed, I.; Elbashir, M.K.; Faggad, A.S.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Enhancing Non-Small Cell Lung Cancer Survival Prediction through Multi-Omics Integration Using Graph Attention Network

Diagnostics
2024-09 | Journal article | Author
DOI: 10.3390/diagnostics14192178
Contributors: Murtada Khalafallah Elbashir Elfaki; Abdullah Almotilag; Mahmood Mohamed; Mohanad Mohammed
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A novel feature selection algorithm for identifying hub genes in lung cancer

Scientific Reports
2023 | Journal article
DOI: 10.1038/s41598-023-48953-1
EID:

2-s2.0-85178877325

Part of ISSN: 20452322
Contributors: Mohamed, T.I.A.; Ezugwu, A.E.; Fonou-Dombeu, J.V.; Mohammed, M.; Greeff, J.; Elbashir, M.K.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

A Transfer Learning Approach Based on Ultrasound Images for Liver Cancer Detection

Computers, Materials and Continua
2023 | Journal article
DOI: 10.32604/cmc.2023.037728
EID:

2-s2.0-85165545328

Part of ISSN: 15462226 15462218
Contributors: Elbashir, M.K.; Mahmoud, A.; Mostafa, A.M.; Hamouda, E.; Alruily, M.; Alotaibi, S.M.; Shabana, H.; Ezz, M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

An Approach for Cancer-Type Classification Using Feature Selection Techniques with Convolutional Neural Network

Applied Sciences (Switzerland)
2023 | Journal article
DOI: 10.3390/app131910919
EID:

2-s2.0-85174164161

Part of ISSN: 20763417
Contributors: Almuayqil, S.N.; Elbashir, M.K.; Ezz, M.; Mohammed, M.; Mostafa, A.M.; Alruily, M.; Hamouda, E.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier
grade
Preferred source (of 2)‎

Classification of 27 heart abnormalities using 12-lead ECG signals with combined deep learning techniques

Bulletin of Electrical Engineering and Informatics
2023 | Journal article
DOI: 10.11591/eei.v12i4.4668
EID:

2-s2.0-85150883270

Part of ISSN: 23029285 20893191
Contributors: Rawi, A.A.; Elbashir, M.K.; Ahmed, A.M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Deep learning models for multilabel ECG abnormalities classification: A comparative study using TPE optimization

Journal of Intelligent Systems
2023 | Journal article
DOI: 10.1515/JISYS-2023-0002
EID:

2-s2.0-85169059774

Part of ISSN: 2191026X
Contributors: Rawi, A.A.; Elbashir, M.K.; Ahmed, A.M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Identification of Hub Genes Associated with Breast Cancer Using Integrated Gene Expression Data with Protein-Protein Interaction Network

Applied Sciences (Switzerland)
2023 | Journal article
DOI: 10.3390/app13042403
EID:

2-s2.0-85149326041

Part of ISSN: 20763417
Contributors: Elbashir, M.K.; Mohammed, M.; Mwambi, H.; Omolo, B.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier
grade
Preferred source (of 2)‎

Improved Siamese Palmprint Authentication Using Pre-Trained VGG16-Palmprint and Element-Wise Absolute Difference

Computer Systems Science and Engineering
2023 | Journal article
DOI: 10.32604/csse.2023.036567
EID:

2-s2.0-85148240764

Part of ISSN: 02676192
Contributors: Ezz, M.; Alanazi, W.; Mostafa, A.M.; Hamouda, E.; Elbashir, M.K.; Alruily, M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Innovative Hetero-Associative Memory Encoder (HAMTE) for Palmprint Template Protection

Computer Systems Science and Engineering
2023 | Journal article
DOI: 10.32604/csse.2023.035830
EID:

2-s2.0-85147440368

Part of ISSN: 02676192
Contributors: Hamouda, E.; Ezz, M.; Mostafa, A.M.; Elbashir, M.K.; Alruily, M.; Tarek, M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Strengthening Cloud Security: An Innovative Multi-Factor Multi-Layer Authentication Framework for Cloud User Authentication

Applied Sciences (Switzerland)
2023 | Journal article
DOI: 10.3390/app131910871
EID:

2-s2.0-85174165948

Part of ISSN: 20763417
Contributors: Mostafa, A.M.; Ezz, M.; Elbashir, M.K.; Alruily, M.; Hamouda, E.; Alsarhani, M.; Said, W.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier
grade
Preferred source (of 2)‎

A criterion for the global convergence of conjugate gradient methods under strong Wolfe line search

Journal of King Saud University - Science
2022 | Journal article
DOI: 10.1016/j.jksus.2022.102281
EID:

2-s2.0-85137289928

Part of ISSN: 10183647
Contributors: Yousif, O.O.O.; Mohammed, M.A.Y.; Saleh, M.A.; Elbashir, M.K.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

A novel deep learning-assisted hybrid network for plasmodium falciparum parasite mitochondrial proteins classification

PLoS ONE
2022 | Journal article
DOI: 10.1371/journal.pone.0275195
EID:

2-s2.0-85139302775

Part of ISSN: 19326203
Contributors: Alsanousi, W.A.; Ahmed, N.Y.; Hamid, E.M.; Elbashir, M.K.; Musa, M.E.M.; Wang, J.; Khan, N.; Afnan
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

ECG Heartbeat Classification Using CONVXGB Model

Electronics (Switzerland)
2022 | Journal article
DOI: 10.3390/electronics11152280
EID:

2-s2.0-85136791769

Part of ISSN: 20799292
Contributors: Rawi, A.A.; Elbashir, M.K.; Ahmed, A.M.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier
grade
Preferred source (of 2)‎

Nonlinear Conjugate Gradient Coefficients with Exact and Strong Wolfe Line Searches Techniques

Journal of Mathematics
2022 | Journal article
DOI: 10.1155/2022/1383129
EID:

2-s2.0-85143398131

Part of ISSN: 23144785 23144629
Contributors: Abdelrahman, A.; Mohammed, M.; Yousif, O.O.O.; Elbashir, M.K.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Numerical and Theoretical Investigation to Estimate Darcy Friction Factor in Water Network Problem Based on Modified Chun-Hui He's Algorithm and Applications

Mathematical Problems in Engineering
2022 | Journal article
DOI: 10.1155/2022/8116282
EID:

2-s2.0-85125862717

Part of ISSN: 15635147 1024123X
Contributors: Khan, W.A.; Arif, M.; Mohammed, M.; Farooq, U.; Farooq, F.B.; Elbashir, M.K.; Rahman, J.U.; Alhussain, Z.A.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Optimizing Approach of Water Allocation to Off-Takes During Reduced Flows

Water Resources Management
2022 | Journal article
DOI: 10.1007/s11269-021-03054-4
EID:

2-s2.0-85123088752

Part of ISSN: 15731650 09204741
Contributors: Shaikh, I.A.; Wayayok, A.; Mangrio, M.A.; Alhussain, Z.A.; Chandio, F.A.; Khan, Z.A.; Khan, W.A.; Mohammed, M.; Elbashir, M.K.; Rahman, J.U.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

A stacking ensemble deep learning approach to cancer type classification based on TCGA data

Scientific Reports
2021 | Journal article
DOI: 10.1038/s41598-021-95128-x
EID:

2-s2.0-85111857506

Part of ISSN: 20452322
Contributors: Mohammed, M.; Mwambi, H.; Mboya, I.B.; Elbashir, M.K.; Omolo, B.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Irrigation Schedules and Crop Water Requirements for Some Main Crops in Saudi Arabia

Research Square
2021 | Other
DOI: 10.21203/rs.3.rs-135719/v1
EID:

2-s2.0-85166682876
Contributors: Khan, W.A.; Mogtaba, A.Y.; Rahman, J.U.; Elbashir, M.K.; AlHussain, Z.A.; Farooq, U.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Predicting the need for icu admission in covid-19 patients using xgboost

Computers, Materials and Continua
2021 | Journal article
DOI: 10.32604/cmc.2021.018155
EID:

2-s2.0-85110533490

Part of ISSN: 15462226 15462218
Contributors: Ezz, M.; Elbashir, M.K.; Shabana, H.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Predictors of colorectal cancer survival using cox regression and random survival forests models based on gene expression data

PLoS ONE
2021 | Journal article
DOI: 10.1371/journal.pone.0261625
EID:

2-s2.0-85122002339

Part of ISSN: 19326203
Contributors: Mohammed, M.; Mboya, I.B.; Mwambi, H.; Elbashir, M.K.; Omolo, B.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Significance of Nonsimilar Numerical Simulations in Forced Convection from Stretching Cylinder Subjected to External Magnetized Flow of Sisko Fluid

Journal of Mathematics
2021 | Journal article
DOI: 10.1155/2021/9540195
EID:

2-s2.0-85122769219

Part of ISSN: 23144785 23144629
Contributors: Cui, J.; Farooq, U.; Jan, A.; Elbashir, M.K.; Khan, W.A.; Mohammed, M.; Alhussain, Z.A.; Ul Rahman, J.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

SVM and Naïve Bayes Stacking Approach for Improving Gene Expression Data Classification Using Logistic Regression.

International Journal of Advances in Soft Computing and its Applications
2021 | Journal article
EID:

2-s2.0-85103522837

Part of ISSN: 20748523
Contributors: Musa, A.B.; Mohammed, M.; Mussallum, F.A.; Elbashir, M.K.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Topological Sustainability of Crop Water Requirements and Irrigation Scheduling of Some Main Crops Based on the Penman-Monteith Method

Journal of Chemistry
2021 | Journal article
DOI: 10.1155/2021/8552547
EID:

2-s2.0-85120874081

Part of ISSN: 20909071 20909063
Contributors: Khan, W.A.; Rahman, J.U.; Mohammed, M.; Alhussain, Z.A.; Elbashir, M.K.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

A deep learning approach for handwritten Arabic names recognition

International Journal of Advanced Computer Science and Applications
2020 | Journal article
DOI: 10.14569/ijacsa.2020.0110183
EID:

2-s2.0-85080150761

Part of ISSN: 21565570 2158107X
Contributors: Mustafa, M.E.; Elbashir, M.K.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Fine-Tuning Pre-Trained Convolutional Neural Networks for Women Common Cancer Classification using RNA-Seq Gene Expression

International Journal of Advanced Computer Science and Applications
2020 | Journal article
DOI: 10.14569/IJACSA.2020.0111182
EID:

2-s2.0-85097566036

Part of ISSN: 21565570 2158107X
Contributors: Alharbi, F.; Elbashir, M.K.; Mohammed, M.; Mustafa, M.E.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Time-to-event analysis for recovery from Coronavirus disease (COVID-19): A case study on Wuhan and elsewhere in China from Jan 1 to Feb 11, 2020

Advances in Science, Technology and Engineering Systems
2020 | Journal article
DOI: 10.25046/aj0506192
EID:

2-s2.0-85099704484

Part of ISSN: 24156698
Contributors: Elbashir, M.K.; Almuayqil, S.N.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

A comparative study of in-network caching strategies for information centric networks

Proceedings of the International Conference on Computer, Control, Electrical, and Electronics Engineering 2019, ICCCEEE 2019
2019 | Conference paper
DOI: 10.1109/ICCCEEE46830.2019.9071154
EID:

2-s2.0-85084281353

Part of ISBN: 9781728110066
Contributors: Zurgani, I.G.A.; Elbashir, M.K.; Ahmed, A.M.; Hassan, T.A.O.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Lightweight convolutional neural network for breast cancer classification using RNA-Seq gene expression data

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2960722
EID:

2-s2.0-85077964825

Part of ISSN: 21693536
Contributors: Elbashir, M.K.; Ezz, M.; Mohammed, M.; Saloum, S.S.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Protein Sequences Features Extraction for Predicting Beta- Turns and their Types: A Review

Journal of Computer Science
2019-09-01 | Journal article
DOI: 10.3844/jcssp.2019.1331.1340
Part of ISSN: 1549-3636
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki
grade
Preferred source (of 2)‎

Applying Cox Regression in Time to Event Data

2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)
2018 | Conference paper
DOI: 10.1109/ICCCEEE.2018.8515812
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki
grade
Preferred source (of 2)‎

Using stacking ensemble for microarray-based cancer classification

2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)
2018-08 | Conference paper
DOI: 10.1109/iccceee.2018.8515872
ISBN: 9781538641231
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki
grade
Preferred source (of 2)‎

Distance alert system using Stereo vision and feature extraction

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE)
2017-01 | Conference paper
DOI: 10.1109/iccccee.2017.7867676
ISBN: 9781509018093
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki
grade
Preferred source (of 4)‎

Kernel Logistic regression algorithm for large-scale data classification

International Arab Journal of Information Technology
2015 | Journal article
EID:

2-s2.0-84940992705

Part of ISSN: 23094524 16833198
Contributors: Elbashir, M.; Wang, J.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Kernel Logistic Regression Algorithm for Large-Scale Data Classification.

Int. Arab J. Inf. Technol.
2015 | Journal article
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki

Predicting beta-turns in proteins using support vector machines with fractional polynomials

Proteome Science
2013 | Journal article
DOI: 10.1186/1477-5956-11-s1-s5
Part of ISSN: 1477-5956
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki
grade
Preferred source (of 2)‎

Predictingβ-Turns in Protein Using Kernel Logistic Regression

BioMed Research International
2013 | Journal article
DOI: 10.1155/2013/870372
Part of ISSN: 2314-6133
Part of ISSN: 2314-6141
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki
grade
Preferred source (of 2)‎

A hybrid approach of support vector machines with logistic regression for β-turn prediction

2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops
2012-10 | Conference paper
DOI: 10.1109/bibmw.2012.6470205
ISBN: 9781467327473
ISBN: 9781467327466
ISBN: 9781467327459
ISBN: 9781467327442
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki
grade
Preferred source (of 2)‎

Sparse kernel logistic regression for β-turns prediction

2012 IEEE 6th International Conference on Systems Biology (ISB)
2012-08 | Conference paper
DOI: 10.1109/isb.2012.6314144
ISBN: 9781467343985
ISBN: 9781467343961
ISBN: 9781467343978
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki
grade
Preferred source (of 2)‎

Multiple logistic regression model for beta-turns prediction

Journal of Convergence Information Technology
2011 | Journal article
DOI: 10.4156/jcit.vol6.issue10.22
EID:

2-s2.0-80355145108

Part of ISSN: 19759320
Contributors: Elbashir, M.K.; Jianxin, W.; Binbin, L.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier

Protein secondary structure prediction: Speeding up conjugate gradient neural network

Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010
2010 | Conference paper
DOI: 10.1109/BMEI.2010.5640580
EID:

2-s2.0-78650636722

Part of ISBN: 9781424464968
Contributors: Elbashir, M.K.; Jianxin, W.
Source: Self-asserted source
Murtada Khalafallah Elbashir Elfaki via Scopus - Elsevier
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