الابحاث : |
1-R. H. Aswathy, P. Suresh1, Mohamed Yacin Sikkandar, S. Abdel-Khalek, Hesham Alhumyani, Rashid A. Saeed, Romany F. Mansour, Optimized Tuned Deep Learning Model for Chronic Kidney Disease Classification. , CMC-Computers, Materials & Continua, 2022
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2-K. Muthumayil, M. Buvana, K. R. Sekar, Adnen El Amraoui, Issam Nouaouri, Romany F. Mansour, Optimized Convolutional Neural Network for Automatic Detection of COVID-19. , CMC-Computers, Materials & Continua, 2022
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3-C. S. S. Anupama, L. Natrayan, E. Laxmi Lydia, Abdul Rahaman Wahab Sait, José Escorcia-Gutierrez, Margarita Gamarra, Romany F. Mansour, Deep Learning with Backtracking Search Optimization Based Skin Lesion Diagnosis Model. , CMC-Computers, Materials & Continua, 2022
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4-T. Vetriselvi1, E. Laxmi Lydia, Sachi Nandan Mohanty, Eatedal Alabdulkreem5, Shaha Al-Otaibi, Amal Al-Rasheed6, Romany F. Mansour, Deep Learning Based License Plate Number Recognition for Smart Cities. , CMC-Computers, Materials & Continua, 2022
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5-Alsaggaf, W., Abukhodair, F., Jamal, A. T., Abdel-Khalek, S., Mansour, R. F., Intelligent Disease Diagnosis Model for Energy Aware Cluster Based IoT Healthcare Systems. , CMC-Computers, Materials & Continua, 2022
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6-Nojood O.AljehaneaRomany F.Mansour, Optimal allocation of renewable energy source and charging station for PHEVs, Sustainable Energy Technologies and Assessments, 2022
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7-Alsaggaf, W., Abukhodair, F., Jamal, A. T., Abdel-Khalek, S., Mansour, R. F., Intelligent Disease Diagnosis Model for Energy Aware Cluster Based IoT Healthcare Systems, CMC-Computers, Materials & Continua, 2022
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8-Xue, Y., Onzo, B., Mansour, R. F., Su, S. , Deep Convolutional Neural Network Approach for COVID-19 Detection. , Computer Systems Science and Engineering, 2022
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9-Ala’ A. Eshmawi, Hesham Alhumyani, Sayed Abdel Khalek, Rashid A. Saeed, Mahmoud Ragab, Romany F. Mansour, Design of Automated Opinion Mining Model Using Optimized Fuzzy Neural Network. , CMC-Computers, Materials & Continua, 2022
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10-
Eshmawi, A. A., Alhumyani, H., Khalek, S. A., Saeed, R. A., Ragab, M. Romany F Mansour, Design of Automated Opinion Mining Model Using Optimized Fuzzy Neural Network., CMC-Computers, Materials & Continua, 71- 2, 2543–2557., 2022
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11-Prasad A, Tyagi AK, Althobaiti MM, Almulihi A, Mansour RF, Mahmoud AM., Human Activity Recognition Using Cell Phone-Based Accelerometer and Convolutional Neural Network, Applied Sciences, 2022
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12-Rajit Nair, Mahmoud Ragab, Osama A. Mujallid, Khadijah Ahmad Mohammad, Romany F. Mansour, G. K. Viju, Impact of Wireless Sensor Data Mining with Hybrid Deep Learning for Human Activity Recognition, Wireless Communications and Mobile Computing, 2022
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13-L. Li, X. Huang, S. Qian, Z. Li, S. Li et al., Fuzzy hybrid coyote optimization algorithm for image thresholding, Computers, Materials & Continua, 2022
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14-José Escorcia-Gutierrez, Margarita Gamarra, Kelvin Beleño, Carlos Soto, Romany F. Mansour, Intelligent deep learning-enabled autonomous small ship detection and classification model, Computers & Electrical Engineering, 100, 2022
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15-José Escorcia-Gutierrez, Margarita Gamarra, Melitsa Torres-Torres, Natasha Madera, Juan C. Calabria-Sarmiento & Romany F. Mansour, Intelligent Sine Cosine Optimization with Deep Transfer Learning Based Crops Type Classification Using Hyperspectral Images, Canadian Journal of Remote Sensing, 2022
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16-Romany F. Mansour, Suliman A. Alsuhibany, Sayed Abdel-Khalek, Randa Alharbi, Thavavel Vaiyapuri, Ahmed J. Obaid, Deepak Gupta, Energy Aware Fault Tolerant Clustering with Routing Protocol for Improved Survivability in Wireless Sensor Networks
, Computer Networks, 2022
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17-Mansour, R.F., Alhumyani, H., Khalek, S.A. et al. , Design of cultural emperor penguin optimizer for energy-efficient resource scheduling in green cloud computing environment. , Cluster Comput , 2022
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18-D. Wu, Z. Zhu, D. Hu and R. Fouad Mansour, Optimizing fresh logistics distribution route based on improved ant colony algorithm, Computers, Materials & Continua, 2022
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19-R. F. Mansour, S. A. Althubiti and F. Alenezi, Computer vision with machine learning enabled skin lesion classification model, Computers, Materials & Continua, 2022
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20-S. A. Althubiti, F. Alenezi and R. F. Mansour, Natural language processing with optimal deep learning based fake news classification, Computers, Materials & Continua, 2022
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21-K. Arora, G. Prasad Joshi, M. Ragab, M. Rawa, A. H. Milyani et al., Bilateral contract for load frequency and renewable energy sources using advanced controller, Computers, Materials & Continua, 2022
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22-S. A. Althubiti, J. Escorcia-Gutierrez, M. Gamarra, R. Soto-Diaz, R. F. Mansour et al., Improved metaheuristics with machine learning enabled medical decision support system, Computers, Materials & Continua, 2022
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23-R. F. Mansour and E. Alabdulkreem, Disaster monitoring of satellite image processing using progressive image classification, Computer Systems Science and Engineering, 2022
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24-Oralhan, Zeki, Burcu Oralhan, Manal M. Khayyat, Sayed Abdel-Khalek, and Romany F. Mansour
, 3D Input Convolutional Neural Network for SSVEP Classification in Design of Brain Computer Interface for Patient User, Computational and Mathematical Methods in Medicine , 2022
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25-Farghaly, Marwa, Romany F. Mansour, and Adel A. Sewisy, Two-stage deep learning framework for sRGB image white balance., Signal, Image and Video Processing , 2022
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26-Ragab, Mahmoud, Abdullah S. AL-Ghamdi, Bahjat Fakieh, Hani Choudhry, Romany F. Mansour, and Deepika Koundal, Prediction of Diabetes through Retinal Images Using Deep Neural Network, " Computational Intelligence and Neuroscience , 2022
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27-Ragab, Mahmoud, Samah Alshehri, Nabil A. Alhakamy, Romany F. Mansour, and Deepika Koundal, Multiclass Classification of Chest X-Ray Images for the Prediction of COVID-19 Using Capsule Network, Computational Intelligence and Neuroscience , 2022
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28-Alkhaldi, Nora A., Yousef Asiri, Aisha M. Mashraqi, Hanan T. Halawani, Sayed Abdel-Khalek, and Romany F. Mansour, Leveraging Tweets for Artificial Intelligence Driven Sentiment Analysis on the COVID-19 Pandemic., Healthcare, 2022
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29-Althobaiti, Ahmed, Abdullah Alhumaidi Alotaibi, Sayed Abdel-Khalek, Suliman A. Alsuhibany, and Romany F. Mansour, Intelligent Deep Data Analytics Based Remote Sensing Scene Classification Model, CMC-COMPUTERS MATERIALS & CONTINUA , 2022
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30-Althobaiti, Ahmed, Abdullah A. Alotaibi, Sayed Abdel-Khalek, Elsaid M. Abdelrahim, Romany F. Mansour, Deepak Gupta, and Sachin Kumar, Intelligent Data Science Enabled Reactive Power Optimization of a Distribution System., Sustainable Computing Informatics and Systems, 2022
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31-Nair, R., Ragab, M., Mujallid, O.A., Mohammad, K.A., Mansour, R.F. and Viju, G.K., Impact of Wireless Sensor Data Mining with Hybrid Deep Learning for Human Activity Recognition., Wireless Communications and Mobile Computing, 2022
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32-Prasad, Ashwani, Amit Kumar Tyagi, Maha M. Althobaiti, Ahmed Almulihi, Romany F. Mansour, and Ayman M. Mahmoud, "Human Activity Recognition Using Cell Phone-Based Accelerometer and Convolutional Neural Network, Applied Sciences , 2022
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33-José Escorcia-Gutierrez, Margarita Gamarra, Melitsa Torres-Torres, Natasha Madera, Juan C. Calabria-Sarmiento & Romany F. Mansour , Intelligent Sine Cosine Optimization with Deep Transfer Learning Based Crops Type Classification Using Hyperspectral Images, Canadian Journal of Remote Sensing, 2022
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34-Mansour, R.F, Artificial intelligence based optimization with deep learning model for blockchain enabled intrusion detection in CPS environment. , Scientific Reports , 2022
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35-Mansour, Romany F., Blockchain assisted clustering with Intrusion Detection System for Industrial Internet of Things environment., Expert Systems with Applications , 2022
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36-Mansour, Romany F., and Maha M. Althobaiti, Cognitive Computing-Based Mammographic Image Classification on an Internet of Medical, Computers Materials & Continua, 2022
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37-Safaa S. I. Ismail, , Romany F. Mansour, †, Rasha M. Abd El-Aziz, Ahmed I. Taloba, Detect the Spam email using Deep Learning, International Journal of Grid and Distributed Computing, Vol. 14 No. 1, http://sersc.org/journals/index.php/IJGDC/article/view/37620, December, 2021
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38-Prasad A, Tyagi AK, Althobaiti MM, Almulihi A, Mansour RF, Mahmoud AM. , Human Activity Recognition Using Cell Phone-Based Accelerometer and Convolutional Neural Network.
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Applied Sciences, December, 2021
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39-Safaa S. I. Ismail, Romany F. Mansour, Rasha M. Abd El-Aziz, Ahmed I. Taloba, Detect the Spam email using Deep Learning, International Journal of Grid and Distributed Computing, Vol. 14, No. 1, 2137-2144, December, 2021
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40-Mansour, Romany F., Nada M. Alfar, Sayed Abdel‐Khalek, Maha Abdelhaq, Rashid A. Saeed, Optimal deep learning-based fusion model for biomedical image classification, Expert Systems, 2021
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41-A Aouari, Y Xue, RF Mansour, S Su, A Hybrid Algorithm based on PSO and GA for Feature Selection, , Vol. 8, Issue 1, pp: 1-8, 2021 , International Journal of Recent Research in Mathematics Computer Science and Information Technology, 2021
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42-NO Aljehane, RF Mansour, Big data analytics with oppositional moth flame optimization based vehicular routing protocol for future smart cities, Expert Systems, 2021
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43-P Nagaraj, P Deepalakshmi, FM Romany and Ahmed Almazroa, Artificial Flora Algorithm-Based Feature Selection with Gradient Boosted Tree Model for Diabetes Classification, , Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy , 2021
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44-YH Zhang, W Guo, T Zeng, S Zhang, L Chen, M Gamarra, RF Mansour, Identification of microbiota biomarkers with orthologous gene annotation for type 2 diabetes, Frontiers in Microbiology , 2021
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45-RF Mansour, A Al-Marghilnai, Glaucoma detection using novel perceptron based convolutional multi-layer neural network classification, Multidimensional Systems and Signal Processing, 2021
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46-RF Mansour, J Escorcia-Gutierrez, M Gamarra, JA Villanueva, N Leal, Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model, Image and Vision Computing, 2021
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47-RF Mansour, MM Althobaiti, AA Ashour, Internet of Things and Synergic Deep Learning based Biomedical Tongue Color Image Analysis for Disease Diagnosis and Classification, IEEE Access, 2021
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48-Y. Xue, X. Cai, S. Su, J. Han and R. F. Mansour, The technical design and implementation of cross-platform industrial product order system, Journal of Cyber Security, 2021
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49-M. Li, Z. Fang, W. Cao, Y. Ma, S. Wu and RF Mansour, Residential electricity classification method based on cloud computing platform and random forest, Computer Systems Science and Engineering, 2021
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50-S. Santhoshkumar, U. Ramasamy, R. F. Mansuour and E. Ramaraj, A Review on Statistical Importance and Biomarkers Identification in Hashimoto Thyroiditis Disease, 2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence), 2021, pp. 1040-1045, doi: 10.1109/Confluence51648.2021.9377133, 2021
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51-Mansour, R. F., & Aljehane, N. O. , An optimal segmentation with deep learning based inception network model for intracranial hemorrhage diagnosis. , Neural Computing and Applications, 2021
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52-Zhang, Y.H., Li, Z., Zeng, T., Chen, L., Li, H., Gamarra, M., Mansour, R.F., Escorcia-Gutierrez, J., Huang, T. and Cai, Y.D., Investigating gene methylation signatures for fetal intolerance prediction. , Plos one, 2021
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53-Mansour, R.F., El Amraoui, A., Nouaouri, I., Díaz, V.G., Gupta, D. and Kumar, S., Artificial Intelligence and Internet of Things Enabled Disease Diagnosis Model for Smart Healthcare Systems. , IEEE Access, 2021
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54-Li, L., Sun, L., Xue, Y., Li, S., Huang, X. and Mansour, R.F., Fuzzy Multilevel Image Thresholding Based on Improved Coyote Optimization Algorithm. , IEEE Access, 2021
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55-Romany F., and Shabir A. Parah, Mansour,Reversible Data Hiding for Electronic Patient Information Security for Telemedicine Applications, Arabian Journal for Science and Engineering , 2021
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56-Mansour, Romany F., Shaha Al-Otaibi, Amal Al-Rasheed, Hanan Aljuaid, Irina Pustokhina, and Denis A. Pustokhin. , An Optimal Big Data Analytics with Concept Drift Detection on High-Dimensional Streaming Data., CMC-COMPUTERS MATERIALS & CONTINUA, 2021
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57-Romany F., and Moheb R. Girgis, Steganography-Based Transmission of Medical Images Over Unsecure Network for Telemedicine Applications." , CMC-COMPUTERS MATERIALS & CONTINUA , 2021
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58-Al-Otaibi, Shaha T., Amal Al-Rasheed, Romany F. Mansour, Eunmok Yang, Gyanendra Prasad Joshi, and Woong Cho. , Hybridization of Metaheuristic Algorithm for Dynamic Cluster-based Routing Protocol in Wireless Sensor Networks., IEEE Access , 2021
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59-Mansour, Romany F., José Escorcia-Gutierrez, Margarita Gamarra, Vicente García Díaz, Deepak Gupta, and Sachin Kumar, Artificial intelligence with big data analytics-based brain intracranial hemorrhage e-diagnosis using CT images., Neural Computing and Applications
, 2021
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60-Mansour, Romany F., and Shabir A. Parah., Reversible Data Hiding for Electronic Patient Information Security for Telemedicine Applications, Arabian Journal for Science and Engineering , 2021
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61-Mansour, Romany F., and Shabir A. Parah. , Reversible Data Hiding for Electronic Patient Information Security for Telemedicine Applications, Arabian Journal for Science and Engineering (, 2021
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62-Mansour, Romany F., Shaha Al-Otaibi, Amal Al-Rasheed, Hanan Aljuaid, Irina Pustokhina, and Denis A. Pustokhin, An Optimal Big Data Analytics with Concept Drift Detection on High-Dimensional Streaming Data.
, CMC-COMPUTERS MATERIALS & CONTINUA , 2021
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63-Mansour, Romany F., and Moheb R. Girgis, Steganography-Based Transmission of Medical Images Over Unsecure Network for Telemedicine Applications, CMC-COMPUTERS MATERIALS & CONTINUA, 2021
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64-Al-Otaibi, Shaha T., Amal Al-Rasheed, Romany F. Mansour, Eunmok Yang, Gyanendra Prasad Joshi, and Woong Cho. , Hybridization of Metaheuristic Algorithm for Dynamic Cluster-based Routing Protocol in Wireless Sensor Networks
, IEEE Access , 2021
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65-Mansour, Romany F., José Escorcia-Gutierrez, Margarita Gamarra, Vicente García Díaz, Deepak Gupta, and Sachin Kumar, Artificial intelligence with big data analytics-based brain intracranial hemorrhage e-diagnosis using CT images, Neural Computing and Applications, 2021
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66-Muthumayil, K., Manikandan, S., Srinivasan, S., Escorcia-Gutierrez, J., Gamarra, M., & Mansour, R. F. , Diagnosis of Leukemia Disease Based on Enhanced Virtual Neural Network. , CMC-Computers, Materials & Continua,, 2021
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67-Ragab, M., Algarni, A., Bahaddad, A. A., Mansour, R. F. , Machine Learning Applied to Problem-Solving in Medical Applications. , CMC-Computers, Materials & Continua, 2021
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68-Bai, Shuying, Jixi Gao, Yu Xue, and Romany Mansour., Spatial and Temporal Characteristics of Rainfall Anomalies in 1961–2010 in the Yangtze River Basin, China , Atmosphere , 2021
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69-Althobaiti, M. M., Kumar, K. P. M., Gupta, D., Kumar, S., & Mansour, R. F., An Intelligent Cognitive Computing based Intrusion Detection for Industrial Cyber-Physical Systems , Measurement, 2021
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70-Mansour, Romany F., José Escorcia-Gutierrez, Margarita Gamarra, Deepak Gupta, Oscar Castillo, and Sachin Kumar, Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification , Pattern Recognition Letters , 2021
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71-Xue, Y., Chen, C., Wang, C., Li, L., Mansour, R. F. , Face Image Compression and Reconstruction Based on Improved PCA. , Intelligent Automation & Soft Computing, 2021
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72-Abdel-Khalek, Sayed, Mariam Algarni, Romany F. Mansour, Deepak Gupta, and M. Ilayaraja, Quantum neural network-based multilabel image classification in high-resolution unmanned aerial vehicle imagery. , Soft Comput , 2021
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73-Mansour, Romany F., S. Abdel-Khalek, Inès Hilali-Jaghdam, Jamel Nebhen, Woong Cho, and Gyanendra Prasad Joshi., An intelligent outlier detection with machine learning empowered big data analytics for mobile edge , computing. Cluster Comput (2021). , 2021
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74-Romany F Mansour, A Robust Deep Neural Network Based Breast Cancer Detection and Classification, International Journal of Computational Intelligence and Applications, (19) 1, 2020
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75-AB Miled, R Dhaouadi, Romany F Mansour, Knowledge Deduction and Reuse Application to the Products’ Design Process, International Journal of Software Engineering and Knowledge Engineering , 30 (2), 2020
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76-Romany F. Mansour and E. Md. Abdelrahim, An Evolutionary Computing Enriched RS Attack Resilient Medical Image Steganography Model for Telemedicine Applications”, Multidimentional System and Signal processing, 30, 791–814, https://doi.org/10.1007/s11045-018-0575-3, 2019
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77-Romany F. Mansour, Abdulsamad Al-Marghilnai and Zahar A. Hagas, Use of artificial intelligence techniques to determine dental caries: A systematic review. , The 4th International Conference on Applied Mathematics And Computer Science (AMACS 2019) - Venice, Italy, March 24-26, 2019, 2019
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78-Romany F. Mansour, Deep-learning-based automatic computer-aided
diagnosis system for diabetic retinopathy, Biomedical Engineering Letters
, Springer, 8, 41-57, 2018
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79-E. Md. Abdelrahim, Abdulsamad Al-Marghilnai, Romany F. Mansour, Shadow Detection and Geo-tagged Image Information Based Strategic Infrastructure Characterization
, International Conference on Recent Innovations in Engineering and Technology (ICRIET), Amsterdam, the Netherlands on 9-10 March 2018., 2018
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80-Abdulsamad Al-Marghilnai, Romany F. Mansour, Applying evolutionary computing to accelerate for melanoma cancer
detection
, INTERNATIONAL JOURNAL OF ADVANCED AND
APPLIED SCIENCES , 5 (12), 36-41, 2018
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81-Romany F. Mansour, Evolutionary Computing Enriched Computer Aided Diagnosis System For Diabetic Retinopathy: A Survey, IEEE Reviews in Biomedical Engineering. 2017, IEEE Reviews in Biomedical Engineering, 2017
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82-Romany F. Mansour, Evolutionary computing enriched ridge regression model
for craniofacial reconstruction, Multimedia Tools Applications
, Springer, 2017
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83-Romany F Mansour, Real-Time Iris Tracking-based on a Generalized Probabilistic Particle Filter, , Indian Journal of Science &Technology , 10 (32), 2017
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84-A Al-Marghilnai, R.F. Mansour, Wavelet filter techniques for segmenting retinal blood vessels
, International Journal of Advanced and Applied Sciences , 4 (9), 2017
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85-Romany Mansour, S Hosni, Recent Advances in Markov Logic Networks
, Indian Journal of Science &Technology , 10 (19), 2017
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86-Romany F. Mansour, Iris Recognition Using Gauss Laplace Filter, American Journal of Applied Sciences , 13, 962-968, 2016
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87-R. F. Mansour, R. F. Mansour, Computers in Human Behavior, Elsevier, 57, 348-351, 2016
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88-El-Saied Abdelrahim, Khalid Buragga, Romany Mansour, Confidential text communication with Tabu search based acoustic steganography , SYLWAN journal , Vol. 159, Issue. 2 2015. , 2015
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89-Romany F. Mansour, Abdulsamad Al-Marghilnai, Meshrif Alruily, Gender Classification based on Fingerprints using SVM , International Conference on Agents and Artificial Intelligence (ICAART 2014), 2014
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90-Romany Mansour, Khalid Buragga, El-Saied Abdelrahim, Predicting the incidence of hepatitis in northern regions in KSA” , Wulfenia Journal Volume 21, Issue. 12 December 2014, 2014
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91-Romany F. Mansour, Abdulsamad Al-Marghilnai, Meshrif Alruily, Gender Classification based on Fingerprints using SVM, International Conference on
Agents and Artificial Intelligence (ICAART 2014).
, 2014
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92-Romany F. Mansour, Abdulsamad Al-Marghilnai, Meshrif Alruily, Gender Classification based on Fingerprints using SVM
, International Conference on Agents and Artificial Intelligence (ICAART 2014) –France., 2014
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93-Mansour, R. F., A Robust Approach to Multiple Views Gait Recognition Based on Motion Contours Analysis
, WIAR '2012; National Workshop on Information Assurance Research; Proceedings of, vol., no., pp.1-7, 18 April, 2012 - Suadia Arabia., 2012
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94-M.R. Girgis, A. A. Sewisy and R. F. Mansour, A Robust Method for Partial Deformed Fingerprints Verification Using Genetic Algorithm, Expert Systems with Applications, 36, 2008-2016, 2009
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95-M. R. Girgis, A. A. Sewisy and R. F. Mansour, Influence of Minutiae Number in Deformed Fingerprints Reconstruction for Improving Fingerprints Verification, International Journal of Computers and Applications, Vol. 31, No. 1, 2009
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96-M. R. Girgis, A. A. Sewisy and R. F. Mansour, A Robust Method for Fingerprint Matching Using Genetic Algorithm, International Review on Computers and Software (IRE.CO.S.), vol. 2, n.4, June, 2007
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97-M. R. Girgis , A. A. Sewisy and R. F. Mansour, Verification of Partially Deformed Fingerprints Relying on Evolutionary Algorithms, International Journal on Graphics, Vision and Image processing, Vol. 7, Issue 1, 43-49, April, 2007
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98-M. R. Girgis , A. A. Sewisy and R. F. Mansour, Employing Generic Algorithms for precise Fingerprint Matching based on Line Extraction, International Journal on Graphics, Vision and Image processing, Vol. 7, Issue 1, 51-59, April, 2007
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99-Adel A. Sewisy, Moheb R. Girgis and Romany Fouad, A GENETIC ALGORITHM FOR LINE DETECTION, International Journal of Applied Mathematics, Volume 18 No. 1, PP. 117-133, Volume 18 No. 1, 117-133, 2005
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