Recognizing Micro-Expressions on Composite Databases with a Lightweight Approach

References

[1] Nagalakshmi.T, Surapaneni Krishna Mohan , Malik Mustafa Mohammad , Zatin Gupta , Ashish Kumar Tamrakar , And Beslin Geo.V, Bio-cell culture processes in real-time monitoring approach with Machine Learning Techniques 2021.

[2] Alkhatib, K., Al-Aiad, A., Mustafa, M., & Alzubi, S. (2021). Impact factors affecting entrepreneurial intention of Jordanian private universities students: a mediation analysis of perception toward entrepreneurship. In Sustainable and Energy Efficient Computing Paradigms for Society (pp. 53-65). Springer, Cham.

[3] Al-Mushasha, N. F., & Hassan, S. (2009). A model for mobile learning service quality in university environment. International Journal of Mobile Computing and Multimedia Communications (IJMCMC), 1(1), 70- 91.

[4] Alshar’e, M., & Mustafa, M. (2021). Evaluation of autistic children’s education in Oman: the role of eLearning as a major aid to fill the gap. Elementary Education Online, 20(5), 5531-5540.

[5] Alshar’e, M., & Mustafa, M. (2021). Evaluation of autistic children’s education in Oman: the role of eLearning as a major aid to fill the gap. Elementary Education Online, 20(5), 5531-5540.

[6] Alshar’e, M., Albadi, A., Jawarneh, M., Tahir, N. and Al Amri, M., 2022. Usability evaluation of educational games: an analysis of culture as a factor Affecting children’s educational attainment. Advances in Human-Computer Interaction, 2022.

[7] Alshar’e, M., Mustafa, M., & Bsoul, Q. (2022). Evaluation of E-Learning Method as a Mean to Support Autistic Children Learning in Oman. Journal of Positive School Psychology, 6(3), 3040-3048.

[8] Alshar’e, M.I., R. Sulaiman, M.R. Mokhtar and A. MohdZin, 2014. Design and implementation of the TPM user authentication model. J. Comp. Sci., 10: 2299-2314. DOI: 10.3844/jcssp.2014.2

[9] Alshar’e, M.I., R. Sulaiman, M.R. Mukhtar and A.M. Zin, 2014. A user protection model for the trusted computing environment. J. Comput. Sci., 10: 1692-1702. DOI: 10.3844/jcssp.2014.1692.1702.

[10] Alshar’E, Marwan, Abdullah Mohd Zin, Rossilawati Sulaiman, and Mohd Rosmadi Mokhtar, 2015 "Evaluation of the TPM user authentication model for trusted computers." Journal of Theoretical and Applied Information Technology 81(2): 298-309.

[11] Alzubi, F., & Mustafa, M. (2021). Critical Review of A Recent and Significant Change in the (Primary Health Care Center) in Lights of Thr Contemporary Reserch and Best Practice.

[12] Ansari, A.S., Jawarneh, M., Ritonga, M., Jamwal, P., Mohammadi, M.S., Veluri, R.K., Kumar, V. and Shah, M.A., 2022. Improved Support Vector Machine and Image Processing Enabled Methodology for Detection and Classification of Grape Leaf Disease. Journal of Food Quality, 2022.

[13] Arshad, H., Mustafa, M., & BadiozeZaman, H. (2015). Design of Vibratory Haptic Interface Model (VHIM) for Autistic Children’s Social Interaction. Asian Journal of Information Technology, 14(3), 111-116.

[14] Arumugam, K., Swathi, Y., Sanchez, D. T., Mustafa, M., Phoemchalard, C., Phasinam, K., & Okoronkwo, E. (2021). Towards applicability of machine learning techniques in agriculture and energy sector. Materials Today: Proceedings.

[15] Bhola, J., Jeet, R., Jawarneh, M. M. M., & Pattekari, S. A. (2021). Machine Learning Techniques for Analysing and Identifying Autism Spectrum Disorder. In Artificial Intelligence for Accurate Analysis and Detection of Autism Spectrum Disorder (pp. 69-81). IGI Global.

[16] Bian, L., Chen, J., Soni, M., Bhola, J., Kumar, H., & Jawarneh, M. (2022). Research on computer 3D image encryption processing based on the nonlinear algorithm. Nonlinear Engineering, 11(1), 664-671.

[17] BIO-CELL CULTURE PROCESSES IN REAL-TIME MONITORING APPROACH WITH MACHINE LEARNING TECHNIQUES.NAGALAKSHMI.T, MAMTA SHARMA , MALIK MUSTAFA MOHAMMAD , ZATIN GUPTA , ASHISH KUMAR TAMRAKAR , AND BESLIN GEO.V.

[18] Bordoloi, D., Singh, V., Kaliyaperumal, K., Ritonga, M., Jawarneh, M., Kassanuk, T., & Quiñonez-Choquecota, J. (2023). Classification and detection of skin disease based on machine learning and image processing evolutionary models. Computer Assisted Methods in Engineering and Science, 30(2), 247-256.

[19] Brahmi, B., & Mustafa, M. (2019). Impact of Knowledge Management Process on Managerial Performance in the High Tech Sector. International Journal of Business and Management, 14(2).

[20] Bsoul, Q., Abdul Salam, R., Atwan, J., & Jawarneh, M. (2021). Arabic Text Clustering Methods and Suggested Solutions for Theme-Based Quran Clustering: Analysis of Literature. Journal of Information Science Theory and Practice, 9(4), 15-34.

[21] Chakraborty, C., Banerjee, A., Garg, L., & Rodrigues, J. J. (2020). Internet of Medical Things for Smart Healthcare. Studies in Big Data; Springer: Cham, Switzerland, 80.

[22] Chen, H. J. (2010). Linking employees’e-learning system use to their overall job outcomes: An empirical study based on the IS success model. Computers & Education, 55(4), 1628-1639.

[23] Cordova, R.S., Maata, R.L.R., Epoc, F.J. and Alshar’e, M., 2021. Challenges and Opportunities of Using Blockchain in Supply Chain Management. Global Business and Management Research: An International Journal , pp. 204-217, 13(3).

[24] Darwin, C. (1872). Darwin, C., & Prodger, P. (1998). The expression of the emotions in man and animals. Oxford University Press, USA.

[25] DeLone, W. H., & McLean, E. R. (2003). The DeLone and McLean model of information systems success: a ten-year update. Journal of management information systems, 19(4), 9-30.

[26] Deng, Y., Jin, L., Liu, H., & Yin, Y. (2017). Compact deep neural network for robust facial micro-expression recognition. IEEE Transactions on Affective Computing, 8(2), 226-237.

[27] Ekman, P., & Friesen, W. V. (1978). The Facial Action Coding System: A technique for the measurement of facial movement. Consulting Psychologists Press.

[28] Franklin, D. L. (2009). What Kind of Business-Friendly Court-Explaining the Chamber of Commerce's Success at the Roberts Court. Santa Clara L. Rev., 49, 1019.

[29] Gao, Huixian, Ahmed Kareem, Malik Jawarneh, Isaac Ofori, R. Raffik, and Kakarla Hari Kishore. "Metaheuristics Based Modeling and Simulation Analysis of New Integrated Mechanized Operation Solution and Position Servo System." Mathematical Problems in Engineering 2022 (2022).

[30] Heo, J., & Han, I. (2003). Performance measure of information systems (IS) in evolving computing environments: an empirical investigation. Information & management, 40(4), 243-256.

[31] Huo, Z., Luo, X., Wang, Q., Jagota, V., Jawarneh, M. and Sharma, M., 2022. Design and simulation of vehicle vibration test based on virtual reality technology. Nonlinear Engineering, 11(1), pp.500-506.

[32] JAWARNEH, M. (2022). An Enhanced UTAUT Framework for Students Perception on Acceptance of Educational Games.

[33] JAWARNEH, M. (2023). Development of Machine Learning Based Security Model for IoT Network.

[34] JAWARNEH, M. (2023). Investigating Network Security Solutions with Fog Computing.

[35] Jawarneh, M. M. (2008). Web-Based Patient Medical Record History (Doctoral dissertation, Universiti Utara Malaysia).

[36] Jawarneh, M. M. (2022). Factors affecting the success of VR-learning implementation in institutes of higher learning in Jordan. benefits, 10.

[37] JAWARNEH, M., & SHARIAH, A. (2023). A Study on Effect of Virtual Reality Learning On Students: Usage on Classrooms. simulation, 16, 25.

[38] Jawarneh, M., Alshare, M., Bsoul, Q. and Kalash, H.S., The Impact of Machine Learning On Educational Institutions: An Empirical Study.

[39] Jawarneh, M., Alshare, M., Bsoul, Q., & Kalash, H. S. The Impact of Machine Learning On Educational Institutions: An Empirical Study.

[40] Jawarneh, M., Alshar'e, M., Dewi, D. A., Al Nasar, M., Almajed, R., & Ibrahim, A. (2023). The impact of virtual reality technology on Jordan’s learning environment and medical informatics among physicians. International Journal of Computer Games Technology, 2023.

[41] JAWARNEH, M., SHAWER, M. A., & SHARIAH, A. (2023). Investigating the Impact of Financial Technology (Fintech) on Small and Medium Enterprises in Developing Nations.

[42] Jawarneh, M.M., 2022. Factors affecting the success of VR-learning implementation in institutes of higher learning in Jordan. 

[43] Kassanuk, T., Mustafa, M., & Panse, P. (2021). An Internet of Things and Cloud Based Smart Irrigation System. Annals of the Romanian Society for Cell Biology, 20010-20016.

[44] Kollu, P. K. (2021). Blockchain Techniques for Secure Storage of Data in Cloud Environment. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(11), 1515-1522.

[45] Kuthadi, V. M., Selvaraj, R., Rao, Y. V., Kumar, P. S., Mustafa, M., Phasinam, K., & Okoronkwo, E. TOWARDS SECURITY AND PRIVACY CONCERNS IN THE INTERNET OF THINGS IN THE AGRICULTURE SECTOR. Turkish Journal of Physiotherapy and Rehabilitation, 32(3).

[46] Li Yan, Mohd Wazih Ahmad, Malik Jawarneh, Mohammad Shabaz, R. Raffik, Kakarla Hari Kishore, "Single-Input Single-Output System with Multiple Time Delay PID Control Methods for UAV Cluster Multiagent Systems", Security and Communication Networks, vol. 2022, Article ID 3935143, 7 pages, 2022. https://doi.org/10.1155/2022/3935143

[47] Li, M., Wang, J., Jawarneh, M., Bhatt, M. W., Omarov, B., & Raffik, R. (2023). Research on nonlinear tracking and evaluation of sports 3D vision action. Nonlinear Engineering, 12(1), 20220243.

[48] Li, X., Hong, X., Liu, G., Yao, T., & Xu, D. (2017). Micro-expression recognition based on multiscale local binary pattern and Fisher vector. Pattern Recognition, 64, 116-128.

[49] Li, X., Yao, T., Liu, G., & Hong, X. (2020). Joint micro-expression recognition and intensity estimation based on multi-task learning. Information Fusion, 53, 169-180.

[50] Li, X., Zhao, G., & Pietikainen, M. (2018). Hybrid deep neural network for micro-expression recognition. IEEE Transactions on Affective Computing, 9(2), 219-228.

[51] McGarry, D., Cashin, A., & Fowler, C. (2011). “Coming ready or not” high fidelity human patient simulation in child and adolescent psychiatric nursing education: Diffusion of innovation. Nurse Education Today, 31(7), 655-659.

[52] Muna AL-Alawi ; Malik Jawarneh . "The Role of Sustainable Development in Oman's Economy in the Context of Oman Vision 2040" Iconic Research And Engineering Journals, 6(10)

[53] Mustafa M. The Adoption of Mobile Banking Services in Jordanian Banks and Factors Affecting the Customers. ECS Transactions. 2022 Apr 24;107(1):2483.

[54] Mustafa, M. (2021). Coping with and Analysing Factors Impacting Omani Colleges Students’ Entrepreneurial Intent during Covid-19 Pandemic. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(11), 7019-7031.

[55] Mustafa, M. (2021). Mobile Phone Technology in Banking System.

[56] Mustafa, M. Y., Hassan, S. S., & Ahmad, M. D. (2007). Frequency of occurrence of mastitis in different quarters of udders and its cure-a field study. Biologia, 53, 51-57.

[57] Mustafa, M., & Abbas, A. (2021). comparative analysis of green ict practices among palestinian and malaysian in sme food enterprises during covid-19 pandemic. PalArch's Journal of Archaeology of Egypt/Egyptology, 18(4), 254-264.

[58] Mustafa, M., & Al-Badi, A. (2021). Role of Internet of Things (IoT) Increasing Quality Implementation in Oman Hospitals During Covid-19. SPAST Abstracts, 1(01).

[59] Mustafa, M., & Alzubi, S. (2020). Factors affecting the success of internet of things for enhancing quality and efficiency implementation in hospitals sector in Jordan during the crises of Covid-19. In Internet of Medical Things for Smart Healthcare (pp. 107-140). Springer, Singapore.

[60] Mustafa, M., 2021. Impact of Digital Strategy in Business for Small and Medium Enterprises in Developing Countries. [51] Piercy, N., Phillips, W., & Lewis, M. (2013). Change management in the public sector: the use of cross-functional teams. Production Planning & Control, 24(10-11), 976-987.

[61] MUSTAFA, M., 2021. Mobile Banking as Technology Adoption and Challenges. [66] Wawale, Surindar Gopalrao, Malik Jawarneh, P. Naveen Kumar, Thomas Felix, Jyoti Bhola, Roop Raj, Sathyapriya Eswaran, and Rajasekhar Boddu. "Minimizing the Error Gap in Smart Framing by Forecasting Production and Demand Using ARIMA Model." Journal of Food Quality 2022 (2022).

[62] Mustafa, M., Abbas, A., Bsoul, Q., & Shabbir, A. (2021). Smart Irrigation System Based on the Internet of Things and the Cloud.

[63] Mustafa, M., Alshare, M., Bhargava, D., Neware, R., Singh, B., & Ngulube, P. (2022). Perceived Security Risk Based on Moderating Factors for Blockchain Technology Applications in Cloud Storage to Achieve Secure Healthcare Systems. Computational and Mathematical Methods in Medicine, 2022.

[64] Mustafa, M., Alshar'e, M., Shariah, A., Al-Alawi, M., & Mohammad, A. (2021). Managing and analyzing factors influencing Saudi college students' entrepreneurial intention during the Covid-19 pandemic. Turkish Journal of Physiotherapy and Rehabilitation, 7486-7496.

[65] Mustafa, M., Alzubi, F. K., & Bashayreh, A. (2021). Factors Affecting Job Performance of Teaching and NonTeaching Staff in Higher Education Levels in Oman. Ilkogretim Online, 20(5).

[66] Mustafa, M., Alzubi, S., & Alshare, M. (2020, April). The Moderating Effect of Demographic Factors Acceptance Virtual Reality Learning in Developing Countries in the Middle East. In International Conference on Advances in Computing and Data Sciences (pp. 12-23). Springer, Singapore.

[67] Mustafa, M., Arshad, H., & Zaman, H. B. (2013, December). Framework Methodology of the Autism Children-- Vibratory Haptic Interface (AC-VHI). In 2013 International Conference on Advanced Computer Science Applications and Technologies (pp. 201-206). IEEE.

[68] Mustafa, M., Virmani, D., Kaliyaperumal, K., Phasinam, K., & Santosh, T. (2021). Towards Investigation of Various Security And Privacy Issues In Internet Of Things. Design Engineering, 1747-1758.

[69] Mustafa, Malik, and O. A. A. J. Aldein. "Examining Perception of Malaysian autistic children social interaction for Virtual Reality." Zenodo, Dec-2020.

[70] Mustafa, Malik, et al. “Multitask Learning for Security and Privacy in Iov (Internet of Vehicles).” Autonomous Vehicles Volume 1, 2022, pp. 217–233., https://doi.org/10.1002/9781119871989.ch12.

[71] Mustafa, Malik. "Impact of Information Technology on the Banking Sector in Developing Countries." (2021).

[72] Mustafa, Malik. "Mobile Banking App Development and Implementation." (2021). [57] Shabaz, M., Singla, P., Jawarneh, M. M. M., & Qureshi, H. M. (2021). A Novel Automated Approach for Deep Learning on Stereotypical Autistic Motor Movements. In Artificial Intelligence for Accurate Analysis and Detection of Autism Spectrum Disorder (pp. 54-68). IGI Global.

[73] MUSTAFA, MALIK. "The Effect of Using M-Banking System Approach in Small and Medium Enterprises." (2021). [62] Wang, Y. S., Wang, H. Y., & Shee, D. Y. (2007). Measuring e-learning systems success in an organizational context: Scale development and validation. Computers in Human Behavior, 23(4), 1792-1808.

[74] Mustafa, Malik. "The technology of mobile banking and its impact on the financial growth during the covid-19 pandemic in the gulf region." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12, no. 9 (2021): 389-398.

[75] Nageswaran, S., Arunkumar, G., Bisht, A.K., Mewada, S., Kumar, J.N.V.R., Jawarneh, M. and Asenso, E., 2022. Lung cancer classification and prediction using machine learning and image processing. BioMed Research International, 2022.

[76] Najar, F., Bourouis, S., Alshar’e, M., Alroobaea, R., Bouguila, N., Al Badi, A. H., & Channoufi, I. (2020, September). Efficient Statistical Learning Framework with Applications to Human Activity and Facial Expression Recognition. In 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) (pp. 1- 6). IEEE.

[77] Nielsen, S. E., Johnson, C. J., Heard, D. C., & Boyce, M. S. (2005). Can models of presence‐absence be used to scale abundance? Two case studies considering extremes in life history. Ecography, 28(2), 197-208.

[78] Olayah, F., Anaam, E. A., Bakhtan, M. A., Shamsan, A., Al Mudawi, N., Alazeb, A., ... & Jawarneh, M. (2022). Online Security on E-CRM System. Telematique, 7427-7443.

[79] Olayah, F., Anaam, E. A., Yahya, A. A., Hamdi, M., Shamsan, A., Ali, Y. A. A., ... & Jawarneh, M. (2022). A Systematic Literature Review for Multiple-Criteria Decision-Making Approaches in E-CRM Software. Telematique, 7444-7467.

[80] Pallathadka, H., Mustafa, M., Sanchez, D. T., Sajja, G. S., Gour, S., & Naved, M. (2021). Impact of machine learning on management, healthcare and agriculture. Materials Today: Proceedings.

[81] Petter, S., DeLone, W., & McLean, E. (2008). Measuring information systems success: models, dimensions, measures, and interrelationships. European journal of information systems, 17(3), 236-263.

[82] Sajja, G. S., Mustafa, M., Ponnusamy, R., & Abdufattokhov, S. (2021). Machine Learning Algorithms in Intrusion Detection and Classification. Annals of the Romanian Society for Cell Biology, 25(6), 12211-12219.

[83] Seddon, P. B. (1997). A respecification and extension of the DeLone and McLean model of IS success. Information systems research, 8(3), 240-253.

[84] SINGHAL, MANMOHAN, SATHISH KUMAR PENCHALA, and DHEERAJ RANE. "STUDY ON NETWORK MODEL ON TRANSMISSION OF INFECTIOUS DISEASES IN HOSPITALS."

[85] Smail, B., Sanchez, D.T., Peconcillo Jr, L.B., De Vera, J.V., Horteza, A.D. and Jawarneh, M., 2022. Investigating different applications of Internet of Things towards identification of vulnerabilities, attacks and threats. International Journal of Next-Generation Computing, 13(3).

[86] Surindar Gopalrao Wawale, Malik Jawarneh, P. Naveen Kumar, Thomas Felix, Jyoti Bhola, Roop Raj, Sathyapriya Eswaran, Rajasekhar Boddu, "Minimizing the Error Gap in Smart Framing by Forecasting Production and Demand Using ARIMA Model", Journal of Food Quality, vol. 2022, Article ID 1139440, 9 pages, 2022. https://doi.org/10.1155/2022/1139440 [46] MUSTAFA, MALIK. "Impact Factors of Smart Technology in Small and Medium Enterprises." (2021).

[87] Tella, A. (2011). Reliability and factor analysis of a blackboard course management system success: A scale development and validation in an educational context. Journal of Information Technology Education: Research, 10(1), 55-80.

[88] Zhao, W., He, C., Gill, R., Jawarneh, M., & Shabaz, M. (2022). Design of die-casting die for engine cylinder head based on 3D printing and genetic algorithm. Computer-Aided Design and Applications, 190-199. doi:10.14733/cadaps.2023.s3.190-199

[89] Zhao, Wei, et al. “Design of Die-Casting Die for Engine Cylinder Head Based on 3D Printing and Genetic Algorithm.” Computer-Aided Design and Applications, 2022, pp. 190–199., https://doi.org/10.14733/cadaps.2023.s3.190-199.

[90] Raghuvanshi, A., Singh, U., Sajja, G., Pallathadka, H., Asenso, E., & Kamal, M. et al. (2022). Intrusion Detection Using Machine Learning for Risk Mitigation in IoT-Enabled Smart Irrigation in Smart Farming. Journal Of Food Quality, 2022, 1-8. doi: 10.1155/2022/3955514

[91] Hemamalini, V., Rajarajeswari, S., Nachiyappan, S., Sambath, M., Devi, T., Singh, B., & Raghuvanshi, A. (2022). Food Quality Inspection and Grading Using Efficient Image Segmentation and Machine Learning-Based System. Journal Of Food Quality, 2022, 1-6. doi: 10.1155/2022/5262294

[92] Raghuvanshi, A., Singh, U., & Joshi, C. (2022). A Review of Various Security and Privacy Innovations for IoT Applications in Healthcare.Advanced Healthcare Systems, 43-58.doi: 10.1002/9781119769293.ch4

[93] V. Durga Prasad Jasti, Abu SarwarZamani, K. Arumugam, MohdNaved, HarikumarPallathadka, F. Sammy, AbhishekRaghuvanshi, KarthikeyanKaliyaperumal, "Computational Technique Based on Machine Learning and Image Processing for Medical Image Analysis of Breast Cancer Diagnosis", Security and Communication Networks, vol. 2022, Article ID 1918379, 7 pages, 2022. https://doi.org/10.1155/2022/1918379

[94] SushovanChaudhury, Alla Naveen Krishna, Suneet Gupta, K. SakthidasanSankaran, Samiullah Khan, KartikSau, AbhishekRaghuvanshi, F. Sammy, "Effective Image Processing and Segmentation-Based Machine Learning Techniques for Diagnosis of Breast Cancer", Computational and Mathematical Methods in Medicine, vol. 2022, Article ID 6841334, 6 pages, 2022. https://doi.org/10.1155/2022/6841334

[95] Abu SarwarZamani, L. Anand, KantilalPitambarRane, P. Prabhu, Ahmed MateenButtar, HarikumarPallathadka, AbhishekRaghuvanshi, Betty NokobiDugbakie, "Performance of Machine Learning and Image Processing in Plant Leaf Disease Detection", Journal of Food Quality, vol. 2022, Article ID 1598796, 7 pages, 2022. https://doi.org/10.1155/2022/1598796

[96] R. Veluri et al., "Learning analytics using deep learning techniques for efficiently managing educational institutes", Materials Today: Proceedings, vol. 51, pp. 2317-2320, 2022. Available: 10.1016/j.matpr.2021.11.416

[97] Abhishek Raghuvanshi, Umesh Kumar Singh , Dr. PrashantPanse, Monika Saxena, “A Taxonomy of Various Building Blocks of Internet of Things”, International Journal of Future Generation Communication and Networking Vol. 13, No. 4, (2020), pp. 4397–4404

[98] Abhishek Raghuvanshi, Umesh Kumar Singh , Chetan Bulla , Dr. Monika Saxena, KishoriAbadar, “An Investigation on Detection of Vulnerabilities in Internet of Things”, European Journal of Molecular & Clinical Medicine Volume 07, Issue 10, 2020, pp. 3289–3299

[99] Abhishek Raghuvanshi, Dr. Umesh Kumar Singh, PrashantPanse, Monika Saxena, Ravi Kishore Veluri , “Internet of Things: Taxonomy of Various Attacks”, European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 10, Pages 3853-3864.

[100] A. Raghuvanshi, U. Singh, T. Kassanuk and K. Phasinam, "Internet of Things: Security Vulnerabilities and Countermeasures", ECS Transactions, vol. 107, no. 1, pp. 15043-15052, 2022. Available: 10.1149/10701.15043ecst.

[101] Raghavendra, S., Dhabliya, D., Mondal, D., Omarov, B., Sankaran, K. S., Dhablia, A., ...&Shabaz, M. (2022). Development of intrusion detection system using machine learning for the analytics of Internet of Things enabled enterprises. IET Communications.

[102] UmaMaheswaran, S. K., Prasad, G., Omarov, B., Abdul-Zahra, D. S., Vashistha, P., Pant, B., &Kaliyaperumal, K. (2022).Major Challenges and Future Approaches in the Employment of Blockchain and Machine Learning Techniques in the Health and Medicine.Security and Communication Networks, 2022.

@article{1704350,
      author = {Malik Jawarneh},
      title = {Recognizing Micro-Expressions on Composite Databases with a Lightweight Approach},
      journal = {Iconic Research And Engineering Journals},
      year = {2023},
      volume = {6},
      number = {10},
      pages = {627-635},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1704350.pdf},
      abstract = {Micro-expression recognition is an essential task in facial expression analysis that provides insight into human emotional states. However, traditional micro-expression recognition techniques require significant computational resources and time-consuming training processes, making them unsuitable for real-time and lightweight applications. To address this issue, this paper proposes a novel lightweight micro-expression recognition approach using composite databases. The proposed method leverages a combination of multiple public micro-expression databases to improve recognition performance while reducing computational costs. Our experimental results demonstrate the effectiveness of the proposed approach on the CASME II, CASME, SMIC, and SAMM micro-expression databases.},
      keywords = {Micro-expression recognition, Lightweight, Composite databases, CASME II, CASME, SMIC, SAMM.},
      month = {April},
  }