Dhiah Al-Shammary, Ekram Hakem, Ahmed M. Mahdi, Ayman Ibaida, Khandakar Ahmed,
A novel brain EEG clustering based on Minkowski distance to improve intelligent epilepsy diagnosis, Informatics in Medicine Unlocked, Volume 47, 2024, ISSN 2352-9148,
https://doi.org/10.1016/j.imu.2024.101492.
Alsaeedi, A.H., Al-Mahmood, H.H.R., Alnaseri, Z.F., Aziz, M. R., Al-Shammary, D., Ibaida, A., Ahmed, K. ,Fractal feature selection model for enhancing high-dimensional biological problems. BMC Bioinformatics 25, 12 (2024). https://doi.org/10.1186/s12859-023-05619-z
Dhiah Al-Shammary, Mustafa Noaman Kadhim, Ahmed M. Mahdi, Ayman Ibaida, Khandakar Ahmed, Efficient ECG classification based on chi-square distance for arrhythmia detection, Journal of Electronic Science and Technology, 2024, ISSN 1674-862X,
https://doi.org/10.1016/j.jnlest.2024.100249.
Dhiah Al-Shammary, Mohammed Radhi, Ali Hakem AlSaeedi, Ahmed M. Mahdi, Ayman Ibaida, Khandakar Ahmed, Efficient ECG classification based on the probabilistic Kullback-Leibler divergence, Informatics in Medicine Unlocked, Volume 47, 2024, ISSN 2352-9148,
https://doi.org/10.1016/j.imu.2024.101510.
Alsaeedi, A.H., Al-Mahmood, H.H.R., Alnaseri, Z.F., Aziz, Mohammad R., Dhiah Al-Shammary, Ayman Ibaida, Khandakar Ahmed, Fractal feature selection model for enhancing high-dimensional biological problems. BMC Bioinformatics 25, 12 (2024). https://doi.org/10.1186/s12859-023-05619-z
Ekram Hakem, Dhiah Al-Shammary, Ahmed M. Mahdi, Survey analysis for optimization algorithms applied to electroencephalogram, International Journal of Electrical and Computer Engineering (IJECE) Vol. 13, No. 6, December 2023, pp. 6891~6903 ISSN: 2088-8708, DOI: 10.11591/ijece.v13i6.pp6891-6903
Nawras A Al-Musawi, Dhiah Al-Shammary, Dynamic Hilbert clustering based on convex set for web services aggregation, International Journal of Electrical and Computer Engineering (IJECE), 2023, Volume 13, Issue 6, Pages 6654-6662, ISSN: 2088-8708, DOI: 10.11591/ijece.v13i6.pp6654-6662
Ali Jaber Tayh Albderi, Dhiah Al-Shammary, Lamjed Ben Said, Jaccard-based Random Distribution with Least and Most Significant Bit Hiding Methods for Highly Patients MRI Protected Privacy, JOIV: International Journal on Informatics Visualization, 2023, Volume 7, Issue, 3-2, Pages, 1032-1040, DOI: http://dx.doi.org/10.30630/joiv.7.3-2.2385
Ayman Ibaida, Sharif Abuadbba, Dhiah Al‐Shammary, Ibrahim Khalil, ECG compression technique using fast fractals in the Internet of medical things, Concurrency Computat Pract Exper., 2023, Volume35, Issue23, https://doi.org/10.1002/cpe.7812
H. K. Alzubaidy, D. Al-Shammary, M. H. Abed, A. Ibaida and K. Ahmed, "Hilbert Convex Similarity for Highly Secure Random Distribution of Patient Privacy Steganography," in IEEE Access, vol. 11, pp. 115816-115826, 2023, doi: 10.1109/ACCESS.2023.3325754.
Nawras A. Al-Musawi, Dhiah Al-Shammary, Static Hilbert convex set clustering for web services aggregation, Indonesian Journal of Electrical Engineering and Computer Science Vol. 32, No. 1, October 2023, pp. 372~380 ISSN: 2502-4752, DOI: 10.11591/ijeecs.v32.i1.pp372-380
A. J. T. Albderi, L. B. Said and D. Al-Shammary, "Literature Review for Health Secure Image Steganography and Visual Encryption," 2023 Al-Sadiq International Conference on Communication and Information Technology (AICCIT), Al-Muthana, Iraq, 2023, pp. 218-223, doi: 10.1109/AICCIT57614.2023.10217847.
Abdulkareem A. Al-Hamzawi, Dhiah Al-Shammary, Alaa Hussein Hammadi, Health Electroencephalogram epileptic classification based on Hilbert probability similarity, International Journal of Electrical and Computer Engineering (IJECE), Vol.13 No.3, June 2023, pp.3339~3347, ISSN: 2088-8708, DOI: http://doi.org/10.11591/ijece.v13i3.pp3339-3347
Nawras A. Al-Musawi, Dhiah Al-Shammary, Ali S. Al-foudi, A Survey on Web Service approaches targeting network traffic reduction, Procedia Computer Science, Volume 218, 2023, Pages 1033-1044, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2023.01.083.
Alzubaidy, H.K., Al-Shammary, D., Abed, M.H. (2022). A Survey on Patients Privacy Protection with Steganography and Visual Encryption. In: Jacob, I.J., Kolandapalayam Shanmugam, S., Bestak, R. (eds) Expert Clouds and Applications. Lecture Notes in Networks and Systems, vol 444. Springer, Singapore. https://doi.org/10.1007/978-981-19-2500-9_37
Al-hamzawi, A.A., Al-Shammary, D., Hammadi, A.H. (2022). A Survey on Healthcare EEG Classification-Based ML Methods. In: Shakya, S., Ntalianis, K., Kamel, K.A. (eds) Mobile Computing and Sustainable Informatics. Lecture Notes on Data Engineering and Communications Technologies, vol 126. Springer, Singapore. https://doi.org/10.1007/978-981-19-2069-1_64
Al-Shammary, D, Albukhnefis, AL, Alsaeedi, AH, Al-Asfoor, M. Extended particle swarm optimization for feature selection of high-dimensional biomedical data. Concurrency Computat Pract Exper. 2022; 34(10):e6776. doi:10.1002/cpe.6776
Al-Nassrawy, K.K., Idrees, A.K., Al-Shammary, D. (2022). A Novel Lossless EEG Compression Model Using Fractal Combined with Fixed-Length Encoding Technique. In: Boulouard, Z., Ouaissa, M., Ouaissa, M., El Himer, S. (eds) AI and IoT for Sustainable Development in Emerging Countries. Lecture Notes on Data Engineering and Communications Technologies, vol 105. Springer, Cham. https://doi.org/10.1007/978-3-030-90618-4_21
Nuiaa, Riyadh Rahef; Manickam, Selvakumar; Alsaeedi, Ali Hakem; Jabor Al-Shammary, Dhiah Eadan, Evolving Dynamic Fuzzy Clustering (EDFC) to Enhance DRDoS_DNS Attacks Detection Mechnism, International Journal of Intelligent Engineering & Systems . 2022, Vol. 15 Issue 1, p509-519. 11p
Suha Mohammed Hadi, Ali Hakem Alsaeedi, Dhiah Al-Shammary, Zaid Abdi Alkareem Alyasseri, Mazin Abed Mohammed, Karrar Hameed Abdulkareem, Riyadh Rahef Nuiaa, Mustafa Musa Jaber, Trigonometric words ranking model for spam message classification, IET Netw. 1–12 (2022). https://doi.org/10.1049/ntw2.12063
Al-Fraiji, S.S., Al-Shammary, D. (2022). Survey for Electroencephalography EEG Signal Classification Approaches. In: Shakya, S., Bestak, R., Palanisamy, R., Kamel, K.A. (eds) Mobile Computing and Sustainable Informatics. Lecture Notes on Data Engineering and Communications Technologies, vol 68. Springer, Singapore. https://doi.org/10.1007/978-981-16-1866-6_14
Al-Salamee, B., & Al-Shammary, D. (2021). Semi-lossless Fractal MRI Image Compression Based on Fixed length Technique. Journal of Al-Qadisiyah for Computer Science and Mathematics, 13(3), Comp Page 130 -. https://doi.org/10.29304/jqcm.2021.13.3.854
Al-fraiji, S., & Al-Shammary, D. (2021). EEG Signals Classification based on mathematical selection and cosine similarity. Journal of Al-Qadisiyah for Computer Science and Mathematics, 13(3), Comp Page 57 -. https://doi.org/10.29304/jqcm.2021.13.3.837
Zahraa Ch. Oleiwi, Dhiah Al-Shammary, Muntasir Al-Asfoor, Ayman Ibaida, Light network high performance discrete cosine transform for digital images, Visual Informatics, Volume 5, Issue 2, 2021, Pages 41-50, ISSN 2468-502X, https://doi.org/10.1016/j.visinf.2021.06.001.
Salam Saad Mohamed Ali, Ali Hakem Alsaeedi, Dhiah Al-Shammary, Hassan Hakem Alsaeedi, Hadeel Wajeeh Abid, Efficient intelligent system for diagnosis pneumonia (SARS-COVID19) in X-Ray images empowered with initial clustering, Indonesian Journal of Electrical Engineering and Computer Science Vol. 22, No. 1, April 2021, pp. 241~251 ISSN: 2502-4752, DOI: http://doi.org/10.11591/ijeecs.v22.i1.pp241-251
Al-Salamee, B.A., Al-Shammary, D. (2021). Survey Analysis for Medical Image Compression Techniques. In: Sharma, H., Gupta, M.K., Tomar, G.S., Lipo, W. (eds) Communication and Intelligent Systems. Lecture Notes in Networks and Systems, vol 204. Springer, Singapore. https://doi.org/10.1007/978-981-16-1089-9_21
Kahlaa K. Al-Nassrawy, Dhiah Al-Shammary, Ali Kadhum Idrees, High Performance Fractal Compression for EEG Health Network Traffic, Procedia Computer Science, Volume 167, 2020, Pages 1240-1249, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2020.03.439.
Al-Shammary, D. (2019). Jaccard Coefficients based Clustering of XML Web Messages for Network Traffic Aggregation. Journal of Al-Qadisiyah for Computer Science and Mathematics, 11(2), comp 82-91. https://doi.org/10.29304/jqcm.2019.11.2.592
Ayman Ibaida, Dhiah Al-Shammary, Ibrahim Khalil, Cloud enabled fractal based ECG compression in wireless body sensor networks, Future Generation Computer Systems, Volume 35, 2014, Pages 91-101, ISSN 0167-739X, https://doi.org/10.1016/j.future.2013.12.025.
Dhiah Al-Shammary, Ibrahim Khalil, Zahir Tari, A distributed aggregation and fast fractal clustering approach for SOAP traffic, Journal of Network and Computer Applications, Volume 41, 2014, Pages 1-14, ISSN 1084-8045, https://doi.org/10.1016/j.jnca.2013.10.001.
Dhiah Al-Shammary, Ibrahim Khalil, Zahir Tari, Albert Y. Zomaya, Fractal self-similarity measurements based clustering technique for SOAP Web messages, Journal of Parallel and Distributed Computing, Volume 73, Issue 5, 2013, Pages 664-676, ISSN 0743-7315, https://doi.org/10.1016/j.jpdc.2013.01.005.
Dhiah Al-Shammary, Ibrahim Khalil, Redundancy-aware SOAP messages compression and aggregation for enhanced performance, Journal of Network and Computer Applications, Volume 35, Issue 1, 2012, Pages 365 381, ISSN 1084-8045, https://doi.org/10.1016/j.jnca.2011.08.004.
D. Al-Shammary, I. Khalil and L. E. George, "Clustering SOAP Web Services on Internet Computing Using Fast Fractals," 2011 IEEE 10th International Symposium on Network Computing and Applications, Cambridge, MA, USA, 2011, pp. 366-371, doi: 10.1109/NCA.2011.65.
D. Al-Shammary and I. Khalil, "Dynamic Fractal Clustering Technique for SOAP Web Messages," 2011 IEEE International Conference on Services Computing, Washington, DC, USA, 2011, pp. 96-103, doi: 10.1109/SCC.2011.15.
K. Sidek, F. Sufi, I. Khalil and D. Al-Shammary, "An efficient method of biometric matching using interpolated ECG data," 2010 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES), Kuala Lumpur, Malaysia, 2010, pp. 330-335, doi: 10.1109/IECBES.2010.5742255.
A.Ibaida, I. Khalil and D. Al-Shammary, "Embedding patients confidential data in ECG signal for healthcare information systems," 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010, pp. 3891-3894, doi: 10.1109/IEMBS.2010.5627671.
D. Al-Shammary and I. Khalil, "A new XML-aware compression technique for improving performance of healthcare information systems over hospital networks," 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010, pp. 4440-4443, doi: 10.1109/IEMBS.2010.5626012.
D. Al-Shammary and I. Khalil, "Compression-based aggregation model for medical Web Services," 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010, pp. 6174-6177, doi: 10.1109/IEMBS.2010.5627759.
D. Al-Shammary and I. Khalil, "SOAP Web Services Compression Using Variable and Fixed Length Coding," 2010 Ninth IEEE International Symposium on Network Computing and Applications, Cambridge, MA, USA, 2010, pp. 84-91, doi: 10.1109/NCA.2010.18.