Published Research

TaboukUniversityPortal›الرئيسية›المراكز و الكراسي البحثية›مركز الابتكار الصناعى والربوت›Published Research

مركز الابتكار الصناعى والربوت

 محرر المحتوى


Ongoing Grants

S.NoTitle ​of the ProjectFunded ByYear
1.    An adaptive Internet of Medical Things for Heart Disease Prediction Using Machine LearningUniversity of Tabuk72,000 SAR
2.    Design and Development of an Advanced Breast Cancer Detection Tool Using Deep Convolution Neural NetworkMinistry of Education282,000 SAR

​3.
​Extended Reality (XR) making Immersive Technologies in Training and Repair: The Key to Unlocking Industry 4.0

​University of Tabuk
​24,800 SAR
Total​

​
378,800 SAR​


​​Ongoing Patent:

Country : USA

Title: METHOD AND ASSEMBLY FOR PREDICTING THE OCCURRENCE OF HEART DISEASE WITHIN AN INDIVIDUAL

Status: Filed

Dated on:  September 2021



Published Research:
​
2​0​22​

  • Alenzi, Z., Alenzi, E., Alqasir, M., Alruwaili, M., Alhmiedat, T. and Alia, O.M., 2022. A Semantic Classification Approach for Indoor Robot Navigation. Electronics, 11(13), p.2063.
  • Alotaibi, M., Alnajjar, F., Cappuccio, M., Khalid, S., Alhmiedat, T. and Mubin, O., 2022. Efficacy of Emerging Technologies to Manage Childhood Obesity. Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy, 15, p.1227.
  • Zaid, S.A., Albalawi, H., AbdelMeguid, H., Alhmiedat, T. A. and Bakeer, A., 2022. Performance Improvement of H8 Transformerless Grid-Tied Inverter Using Model Predictive Control Considering a Weak Grid. Processes, 10(7), p.1243​
  • Albelwi, Saleh. "Survey on Self-Supervised Learning: Auxiliary Pretext Tasks and Contrastive Learning Methods in Imaging." Entropy 24.4 (2022): 551.
  • Alsaadi, Zaran, Easa Alshamani, Mohammed Alrehaili, Abdulmajeed Ayesh D. Alrashdi, Saleh Albelwi, and Abdelrahman Osman Elfaki. "A Real Time Arabic Sign Language Alphabets (ArSLA) Recognition Model Using Deep Learning Architecture." Computers 11, no. 5 (2022): 78.
  • Albelwi, Saleh. "A Robust Energy Consumption Forecasting Model using ResNet-LSTM with Huber Loss." IJCSNS 22.7 (2022): 301.
  • Albelwi, Saleh A. "An Intrusion Detection System for Identifying Simultaneous Attacks using Multi-Task Learning and Deep Learning." 2022 2nd International Conference on Computing and Information Technology (ICCIT). IEEE, 2022.​
  • C. Narmatha,P. Manimegalai, J. Krishnadass, Prajoona Valsalan, S. Manimurugan, Mohammed Mustafa," Ovarian cysts classification using novel deep reinforcement learning with Harris Hawks Optimization method." The Journal of Supercomputing (2022): 1-15. (Springer) (ISI-Q2) https://doi.org/10.1007/s11227-022-04709-8. 
  • Rawan Saqer Alharbi, Hadeel Aysan Alsaadi, S. Manimurugan, T. Anitha, and Minilu Dejene, “Multiclass Classification ​for Detection of COVID-19 Infection in Chest X-Rays Using CNN”, Computational Intelligence and Neuroscience, Volume 2022, Pp. 1-11. (Hindawi) (ISI-Q1). https://doi.org/10.1155/2022/3289809
  • Saad Almutairi, Manimurugan S, Majed Mohammed Aborokbah, Narmatha C, Subramaniam Ganesan, Riyadh A Alzaheb, Hani Almoamari, “Comprehensive Analysis on Intelligent Deep Learning Based Approaches For Heart Beat Detection”, Journal of Theoretical and Applied Information Technology, Vol.100, No 14, 2022. (Scopus).
  • Manimurugan, S., and Saad Almutairi. "A user-based video recommendation approach using CAC filtering, PCA with LDOS-CoMoDa." The Journal of Supercomputing (2022): 1-15. (Springer) (ISI-Q2)
  • Manimurugan, S., Saad Almutairi, Majed Mohammed Aborokbah, C. Narmatha, Subramaniam Ganesan, Naveen Chilamkurti, Riyadh A. Alzaheb, and Hani Almoamari. "Two-Stage Classification Model for the Prediction of Heart Disease Using IoMT and Artificial Intelligence." Sensors 22, no. 2 (2022): 476. (ISI-Q1)
  • Saad Almutairi, S. Manimurugan, Naveen Chilamkurti , Majed Mohammed Aborokbah, C. Narmatha ,Subramaniam Ganesan ,Riyadh A. Alzaheb,and Hani Almoamari, “ A Context-Aware MRIPPER Algorithm for Heart Disease Prediction”, Journal of Healthcare Engineering, Volume 2022, 11 pages, (Hindawi)(ISI-Q2) https://doi.org/10.1155/2022/7853604 
  • Areej Alhowaity, Anwar Alatawi, Rawan Alharbi, Hadeel Alsaadi, Manimurugan S, Anitha T , and, Kibebe Sahile , “Deep Analysis on Contribution of Artificial Intelligent Technologies in Detecting Pneumonia Diseases”, Computational Intelligence and Neuroscience. (Hindawi) (ISIQ1). (Accepted waiting for publication)
  • Shoroog Albalawi, Lama Alshahrani, Nouf Albalawi, Reem Kilabi, and A'aeshah Alhakamy, “A Comprehensive Overview on Biometric Authentication Systems using Artificial Intelligence Techniques” International Journal of Advanced Computer Science and Applications(IJACSA), 13(4), 2022. http://dx.doi.org/10.14569/IJACSA.2022.0130491
  • Shahd Maadi Alomani, Najd Ibrahim Alhawiti, and A’aeshah Alhakamy, “Prediction of Quality of Water According to a Random Forest Classifier” International Journal of Advanced Computer Science and Applications(IJACSA), 13(6), 2022. http://dx.doi.org/10.14569/IJACSA.2022.01306105
  • Shoroog Albalawi, Lama Alshahrani, Nouf Albalawi, Ratan Alharbi, and A'aeshah Alhakamy, "Prediction of Healthcare Insurance Costs” Proc. of the Interdisciplinary Conference on Mechanics, Computers and Electrics (ICMECE 2022) 6-7 October 2022, Barcelona, Spain (Accepted)
  • Alanoud Alshammari, Reem Alshammari, Maha Altalak, Khulud Alshammari, and  A'aeshah Alhakamy "Credit-card Fraud Detection System using Big Data Analytics” Proc. of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) 16-18 November 2022, Maldives (Accepted)
  • Ahmed Alzhrani, Abdulmjeed Alatawi, Bandar Alsharari, Umar Albalawi and Mohammed Mustafa, "Towards Security Awareness of Mobile Applications using Semantic-based Sentiment Analysis", International Journal of Advanced Computer Science and Applications (IJACSA), Volume 13 Issue 4, 2022
  • Umar Albalawi and Mohammed Mustafa, Current Artificial Intelligence (AI) Techniques, Challenges, and Approaches in Controlling and Fighting COVID-19: A Review,  Int J Environ Res Public Health. 2022 May 12;19(10):5901. doi: 10.3390/ijerph19105901. PMID: 35627437; PMCID: PMC9140632.
  • Mohammed Mustafa, Afag Salah Eldeen, Mahmoud Ali Ahmed, Sarah Mustafa Eljack, Yasir Eltigani Ali Mustafa, Disambiguating Arabic Translation using Unlinked corpora and Traditional Resources, Journal of Mathematical Problems in Engineering, Hindawi Accepted and to be published
  • Ul Amin, Sareer, Mohib Ullah, Muhammad Sajjad, Faouzi Alaya Cheikh, Mohammad Hijji, Abdulrahman Hijji, and Khan Muhammad. "EADN: An Efficient Deep Learning Model for Anomaly Detection in Videos." Mathematics 10, no. 9 (2022): 1555
  • Yamin, Muhammad Mudassar, Mohib Ullah, Habib Ullah, Basel Katt, Mohammad Hijji, and Khan Muhammad. "Mapping Tools for Open Source Intelligence with Cyber Kill Chain for Adversarial Aware Security." Mathematics 10, no. 12 (2022): 2054.
  • Li, Ran, Yihao Yang, Kelin Shen, and Mohammad Hijji. "Using binary classification to evaluate the quality of machine translators: 10.48129/kjs. splml. 19547." Kuwait Journal of Science (2022).
    ​
2​0​21
​​

  • Mohammed Mustafa, "An energy efficient and improved language translator with cnn based deep encoder and decoder, Journal of Materials Today", Elsevier, February, 2021. https://doi.org/10.1016/j.matpr.2020.12.1204

  • Alhmiedat T, Aborokbah M. Social Distance Monitoring Approach Using Wearable Smart Tags. Electronics. 2021; 10(19):2435. https://doi.org/10.3390/electronics10192435​. (IF: 2.397 JCR rank: Q3)​

  • Ziyad A. Alhaddad, Manimurugan S, “Maximum Coverage Area and Energy Aware Path Planner in WSN", Materials Today: Proceedings (Elsevier), 2021. https://doi.org/10.1016/j.matpr.2020.12.1218​

  • Manimurugan, S. IoT-Fog-Cloud model for anomaly detection using improved Naïve Bayes and principal component analysis. J Ambient Intell Human Comput (2021). https://doi.org/10.1007/s12652-020-02723-3.​ (Springer-Q1) (Impact factor 7.14).
  • A'aeshah Alhakamy, Milka Trajkova, and Francesco Cafaro. 2021. Show Me How You Interact, I Will Tell You What You Think: Exploring the Effect of the Interaction Style on Users’ Sensemaking about Correlation and Causation in Data. In Designing Interactive Systems Conference 2021 (DIS '21). Association for Computing Machinery, New York, NY, USA, 564–575. DOI: https://doi.org/10.1145/3461778.3462083​​
  • ​​​Alamri, S., Alshehri, S., Alshehri, W., Alamri, H., Alaklabi, A., & Alhmiedat, T. (2021). Autonomou​s Maze Solving Robotics: Algorithms and Systems. International Journal of Mechanical Engineering and Robotics Research, 10(12).​ http://www.ijmerr.com/uploadfile/2021/0923/20210923035423618.pdf
  • ​Zaid, S.A., Albalawi, H., Alatawi, K.S., El-Rab, H.W., El-Shimy, M.E., Lakhouit, A., Alhmiedat, T.A. and Kassem, A.M., 2021. Novel Fuzzy Controller for a Standalone Electric Vehicle Charging Station Supplied by Photovoltaic Energy. Applied System Innovation, 4(3), p.63. https://doi.org/10.3390/asi4030063​
  • M. Hijji and G. Alam, "A Multivocal Literature Review on Growing Social Engineering Based Cyber-Attacks/Threats During the COVID-19 Pandemic: Challenges and Prospective Solutions," in IEEE Access, vol. 9, pp. 7152-7169, 2021, doi: 10.1109/ACCESS.2020.3048839. https://doi.org/10.1109/ACCESS.2020.3048839​
  • A. Aljuhani, "Machine Learning Approaches for Combating Distributed Denial of Service Attacks in Modern Networking Environments," in IEEE Access, doi: 10.1109/ACCESS.2021.3062909. https://doi.org/10.1109/ACCESS.2021.3062909 
  • Jamilah ALAMRI, Rafika HARRABI and Slim BEN CHAABANE, “Face Recognition based on Convolution Neural Network and Scale Invariant Feature Transform” International Journal of Advanced Computer Science and Applications(IJACSA), 12(2), 2021. http://dx.doi.org/10.14569/IJACSA.2021.0120281


202​0

  • Sarrah Eljack and Mohammed Mustafa, "Learning Based Stacking and Caching for Improving Network LifeTime in Wireless Sensor Networks, Journal of Communications", Wiley, 2020. https://doi.org/10.1002/dac.4707​

  • Mohammad Mustafa, "A Study on Arabic Sign Language Recognition for Differently Abled using Advanced Machine Learning Classifiers", Journal of Ambient Intelligence and Humanized Computing, Springers , 2020. https://doi.org/10.1007/s12652-020-01790-w

  • Mohammad Mustafa, G. M. T. Abd Allah, Manimurugan S, Adel R. Alharbi, "Detection of Heartbeat Sounds Arrhythmia using Automatic Spectral Methods and Cardiac Auscultatory", Journal of SuperComputing, Springers, 76, 5899–5922 (2020). https://doi.org/10.1007/s11227-019-03062-7

  • Mohammed Mustafa, Rihab Eltayeb Ahmed and Sarah Mustafa Eljack, "Hybrid Convolutional Neural Network with PSO Based Severe Dengue Prognosis Method in Human Genome Data", Journal of Computational Science and Intelligent Technologies, (1), 22-28, 2020

  • Mohammad Mustafa, Mohammed M. Abu Shquier, Afag Salah Aldeen, Mohammed E. Zidan, Ra'ed M. Al-Khatib, Novel approach in multilingual and mixed English Arabic test- collection, International Journal of Computing and Mathematics, inderScience, published  2020, DOI: 10.1504/IJCSM.2020.106700

  • C. Narmatha, Sarah Mustafa Eljack, Afaf Abdul Rahman Mohammed Tuka, S. Manimurugan & Mohammed Mustafa, "A hybrid fuzzy brain-storm optimization algorithm for the classification of brain tumor MRI images ", Journal of Ambient Intelligence and Humanized Computing, Springers , 2020, https://doi.org/10.1007/s12652-020-02470-5

  • Shanmuganathan, M., Almutairi, S., Aborokbah, M.M., Ganesan, S. and Ramachandran, V., 2020. Review of advanced computational approaches on multiple sclerosis segmentation and classification. IET Signal Processing. https://dx.doi.org/10.14569/IJACSA.2021.0120281
  • Lahdhiri, H. and Taouali, O., 2020. Interval Valued data driven approach for sensor fault detection of nonlinear uncertain process. Measurement, Elsevier p.108776. https://doi.org/10.1016/j.measurement.2020.108776
  • Tarawneh, A.S., Hassanat, A.B., Almohammadi, K., Chetverikov, D. and Bellinger, C., 2020. SMOTEFUNA: Synthetic Minority Over-Sampling Technique Based on Furthest Neighbour Algorithm. IEEE Access, 8, pp.59069-59082. https://doi.org/10.1109/ACCESS.2020.2983003.​
  • Tarawneh, A.S., Celik, C., Hassanat, A.B. and Chetverikov, D., 2020. Detailed investigation of deep features with sparse representation and dimensionality reduction in cbir: A comparative study. Intelligent Data Analysis, 24(1), pp.47-68. https://arxiv.org/abs/1811.09681​
  • ​Aseeri, M., Hassanat, A.B., Mnasri, S., Tarawneh, A.S., Alhazmi, K., Altarawneh, G., Alrashidi, M., Alharbi, H., Almohammadi, K., Chetverikov, D. and Younis, M.A., 2020. Modelling-based Simulator for Forecasting the Spread of COVID-19: A Case Study of Saudi Arabia. IJCSNS, 20(10), p.114. http://dx.doi.org/10.22937/IJCSNS.2020.20.10.16​ ​

​2019
​
    • Hassanat, A., Almohammadi, K., Alkafaween, E., Abunawas, E., Hammouri, A. and Prasath, V.B., 2019. Choosing mutation and crossover ratios for genetic algorithms—a review with a new dynamic approach. Information, 10(12), p.390.  https://doi.org/10.3390/info10120390​
    • Alqatawneh, A., Alhalaseh, R., Hassanat, A. and Abbadi, M., 2019. Statistical-Hypothesis-Aided Tests for Epilepsy Classification. Computers, 8(4), p.84. https://doi.org/10.3390/computers8040084​