2021-22


  1. Mohammed, D. Y. (2021). Detection of Vehicle Insurance Claim Fraud: A Fraud Detection Use-Case for the Vehicle Insurance Industry. International Journal of Progressive Sciences and Technologies, 30(1), 504-507.
  2. Abdulqadir, H. R., & Ahmed, N. S. (2021). Fog Computing Analysis Based on Internet of Thing: A Review. International Journal of Science and Business, 5(3), 137-147
  3. Hasan, B. M. S., & Ahmed, N. S. (2021). Feature selection technique applied in Medical application by Supervised algorithm: A Review. International Journal of Science and Business, 5(3), 190-203.
  4. Abdullah, D. M., & Ahmed, N. S. (2021). A Review of most Recent Lung Cancer Detection Techniques using Machine Learning. International Journal of Science and Business, 5(3), 159-173.
  5. Jahwar, A., & Ahmed, N. (2021). Swarm intelligence algorithms in gene selection profile based on classification of microarray data: A review. Journal of Applied Science and Technology Trends, 2(01), 01-09.
  6. Hassan, N. S., & Ahmed, N. S. (2021). A Comparative Study of Detect Brain Tumor Based on K-Means and Fuzzy C-Means Algorithms. International Journal of Science and Business, 5(6), 21-32.
  7. Khorshid, Shler Farhad, & Ahmed, Nawzat Sadiq. (2021). A comparison study: Classification brain tumor based on Support Vector Machine and K-Nearest Neighbors. International Journal of Science and Business, 5(6), 12–20.
  8. Ibrahim, I., & Abdulazeez, A. (2021). The role of machine learning algorithms for diagnosing diseases. Journal of Applied Science and Technology Trends, 2(01), 10-19.
  9. Mohammed, H. Z., Nori, A. S., & Osu, K. A. (2021). The role of Strategic Intelligence in enhancing the requirements of the Entrepreneurial University. Academic Journal of Nawroz University, 10(1), 183–192.
  10. Hasan, D. A., Hussan, B. K., Zeebaree, S. R., Ahmed, D. M., Kareem, O. S., & Sadeeq, M. A. (2021). The impact of test case generation methods on the software performance: A review. International Journal of Science and Business, 5(6), 33-44.
  11. Abdulazez, H. younis. (2021). Legal adaptation of threatening crime through social media sites. Academic Journal of Nawroz University, 10(1), 92–105.
  12. Sadeeq, M. A., & Zeebaree, S. (2021). Energy management for internet of things via distributed systems. Journal of Applied Science and Technology Trends, 2(02), 59-71.
  13. Abdullah, S. M. S. A., Ameen, S. Y. A., Sadeeq, M. A., & Zeebaree, S. (2021). Multimodal emotion recognition using deep learning. Journal of Applied Science and Technology Trends, 2(02), 52-58.
  14. Samann, F. E. F., Zeebaree, S. R., & Askar, S. (2021). IoT provisioning QoS based on cloud and fog computing. Journal of Applied Science and Technology Trends, 2(01), 29-40.
  15. Amin, M., & Karsu, K. (2021). دور اليقظة الاستراتيجية في تحقيق النجاح الاستراتيجي. Humanities Journal of University of Zakho, 9(1), 167-184.‎
  16. Mahmood, K. B., & Husain, A. S. (2021). Bernoulli’s Number One Solution for Stochastic Equilibrium. International Journal of Science and Business, 5(8), 194-201.
  17. Ibrahim, S. T., & Mahmoud, K. B. (2021). تعظيم الارباح في انتاج الابواب بأنواعها المختلفة في اقليم كوردستان باستخدام اسلوب البرمجة الخطية (معمل المصطفى انموذجا تطبيقيا). Academic Journal of Nawroz University, 10(1), 357-364.‎
  18. Salim, N. O., & Abdulazeez, A. M. (2021). Human diseases detection based on machine learning algorithms: A review. International Journal of Science and Business, 5(2), 102-113.
  19. Qasim, F. O., & Mohammed, N. M. S. (2021). A Nanodrop Spectrophotometric Method and Stability Indicating for Determination of Amlodipine Besylate in Pharmaceutical Formulations of Kurdistan of Iraq. Science Journal of University of Zakho, 9(1), 25-29.
  20. Shaban, F., Salih, D. Q. M., & Al-Zaidi, W. DIAGNOSIS AND EVALUATION OF E-LEARNING QUALITY DIMENSIONS: AN EXPLORATORY STUDY.
  21. The role of social media in forming political awareness (An exploratory study of the opinions of a sample of students from public universities in the city of Duhok)
  22. Testing the Relationship between Strategic Consciousness and Organizational Excellence A Case study at Duhok Polytechnic University
  23. Eesa, A. S., Sadiq, S., HASSAN, M., & Orman, Z. (2021). Rule generation based on modified cuttlefish algorithm for intrusion detection system. Uludağ University Journal of The Faculty of Engineering, 26(1), 253-268.
  24. Kareem, O. S., Abdulazee, A. M., & Zeebaree, D. Q. (2021). Skin Lesions Classification Using Deep Learning Techniques. Asian Journal of Research in Computer Science, 1-22.
  25. Ageed, Z. S., Zeebaree, S. R., Sadeeq, M. M., Kak, S. F., Rashid, Z. N., Salih, A. A., & Abdullah, W. M. (2021). A survey of data mining implementation in smart city applications. Qubahan Academic Journal, 1(2), 91-99.
  26. Ageed, Z. S., Zeebaree, S. R., Sadeeq, M. M., Kak, S. F., Yahia, H. S., Mahmood, M. R., & Ibrahim, I. M. (2021). Comprehensive survey of big data mining approaches in cloud systems. Qubahan Academic Journal, 1(2), 29-38.
  27. Majeed, S. M. N. K., Idrees, S. A., Musa, V. A., Simo, S. M., Mohammed, A. A., & AbdulKareem, L. A. (2021). Cetane Number Improvement of Distilled Diesel from Tawke Wells. Engineering, Technology & Applied Science Research, 11(3), 7195-7200.
  28. Hasan, B. M. S., & Abdulazeez, A. M. (2021). A Review of Principal Component Analysis Algorithm for Dimensionality Reduction. Journal of Soft Computing and Data Mining, 2(1), 20-30.
  29. Ibrahim, O. M., Taha, A. N., & Sheri, A. M. A. (2021). The Scope of The Management Control Role in Safeguarding the Public Assets: An exploratory study of a sample of Duhok Treasury Directorate employee’s perspectives. International Journal of Science and Business, 5(7), 253-271.
  30. Salih, A. A., & Abdulazeez, A. M. (2021). Evaluation of classification algorithms for intrusion detection system: A review. Journal of Soft Computing and Data Mining, 2(1), 31-40.
  31. Modi, S., Taher, H. A., & Mahmud, H. (2021). A Tool to Automate Student UML diagram Evaluation. Academic Journal of Nawroz University, 10(2), 189-198.
  32. Sheri, A. M. A., Nori, N. R., & Gupta, S. K. (2021). The Role of Strategic Intelligence in Enhancing Effective Talent Management: A Study on some Academic Institutions of Duhok Governorate. Academic Journal of Nawroz University, 10(2), 137-155.
  33. Kareem, O., Al-Sulaifanie, A., Hasan, D. A., & Ahmed, D. M. (2021). Segmenting and Classifiying the Brain Tumor from MRI Medical Images Based on Machine Learning Algorithms: A Review,". Asian J. Res. Comput. Sci, 10, 51-60.
  34. Ahmed, S. S., Mohammed, D. A., & Mohammed, A. A. (2021). Hematological Parameters in Adult Patients with COVID-19; A Case-Control Study. International Journal of Infection, (In Press).
  35. Ahmed, S. S., Mohammed, D. A., & Mohammed, A. A. (2021). Hematological and Morphological Changes in the Peripheral Blood Smear of Patients with COVID-19. Journal of Kermanshah University of Medical Sciences, 25(2).
  36. Ismael, H. K., & Ali, A. M. (2021). Investigating University Student’s Acceptance of Information and Communication Technology: Applying the Technology Acceptance Model. UKH Journal of Social Sciences, 5(1), 65-72.
  37. Al-Brefkani, A. M. T., Naqid, I. A., Yahya, N. B., & Hussein, N. R. (2021). Seroprevalence and risk factors associated with Helicobacter pylori infection among children aged less than 18 years old in Duhok Province, Iraq. J Contemp Med Sci| Vol, 7(3), 152-157.
  38. Bayati, S. M. (2021). In Vitro Genotoxic Effects of Sarcocystis gigantea Cystizoites Acetone Powder Extract on Sheep Lymphocytes. The Iraqi Journal of Veterinary Medicine, 45(1), 41-45.
  39. Ismail, H. K., & Khalid, G. M. (2021). دور القيادة الواعية في بناء الهوية‌ التنظيمية دراسة تحليلية لآراء عينة من أعضاء الهيئة التدريسية في كليات جامعة دهوك. Academic Journal of Nawroz University, 10(1), 340-356.‎
  40. Ismael, H. R., Abdulazeez, A. M., & Hasan, D. A. (2021). Detection of Diabetic Retinopathy Based on Convolutional Neural Networks: A Review. Asian Journal of Research in Computer Science, 1-15.
  41. Malallah, H., Zeebaree, S. R., Zebari, R. R., Sadeeq, M. A., Ageed, Z. S., Ibrahim, I. M., ... & Merceedi, K. J. (2021). A comprehensive study of kernel (issues and concepts) in different operating systems. Asian Journal of Research in Computer Science, 16-31.
  42. Nemaa, S. F., & Haji, I. I. (2020). التنبؤ بأثر الإيرادات النفطية على الناتج المحلي الإجمالي غير النفطي للسعودية لغاية عام 2030 بإستخدام إنموذج الإنحدار الذاتي والمتوسطات المتحركة المدمجة ARIMA. Academic Journal of Nawroz University, 9(4), 242-256.‎
  43. Mohammed, B. N., & Ahmad, H. B. (2021). Advanced car-parking security platform using Arduino along with automatic license and number recognition. Academic Journal of Nawroz University, 10(1), 1-6.
  44. Haval, B., Abdulrahman, K. J., & Abrahim, A. R. (2021). Student Performance Predictions Using Knowledge Discovery Database and Data Mining, DPU Students Records as Sample. Academic Journal of Nawroz University, 10(3), 121-127.
  45. Esmail, L. S. (2021). Optimization of Toluidine Blue Biosorption in Aqueous Solutions Using Polyporus Squamosus Fungi as Absorbent by Response Surface Methodology. Academic Journal of Chemistry, 6(3), 60-68.
  46. Ismail, H. K., & Khalid Amedi, G. M. (2021). The role of the identity in achieving sustainable organizational performance / the opinions of a sample of faculty members in the colleges of the University of Duhok * "Comparative analysis study". Academic Journal of Nawroz University, 9(4), 430–451
  47. AL-MUFFTI, A. S., ABDULAZIZ, M. B. A., KHALID, V. A., & OMER, O. A. (2021). INVESTIGATING THE ANTIBACTERIAL ACTIVITY OF ETHANOL EXTRACT OF THE MEDICINAL PLANT RUTA GRAVEOLENS. Journal of Duhok University, 24(1), 130-135.
  48. Mahdi, A., Idriss, E., & Ali, M. A. N. (2021). Strategic Planning and Its Role in Achieving the Entrepreneurial Performance of Small and Medium Organizations (No. 6799). EasyChair.
  49. Cavus, N., Al-Dosakee, K., Abdi, A., & Sadiq, S. (2021). The Utilization of Augmented Reality Technology for Sustainable Skill Development for People with Special Needs: A Systematic Literature Review. Sustainability, 13(19), 10532.
  50. AL_ZUBAIDY, M. A., AL JANABY, A. O., & AMEEN, S. Y. (2021). 5G Scheduling Algorithm For Capacity Improvement Using Beam Division at Congested Traffic. Journal of Engineering Science and Technology, 16(3), 1977-1990.
  51. Abdulrahman, A., & Baykara, M. (2021). A Comprehensive Review for Emotion Detection Based on EEG Signals: Challenges, Applications, and Open Issues. Traitement du Signal, 38(4).
  52. Abdulqadir, M. M., Salih, A. A., Ahmed, O. M., Hasan, D. A., Haji, L. M., Ahmed, S. H., ... & Dino, H. I. A Comprehensive Study of Caching Effects on Fog Computing Performance.
  53. Merceedi, K. J., & Sabry, N. A. A Comprehensive Survey for Hadoop Distributed File System.
  54. YASIN, S., Ahmed, H., Saleem, P., & Saeed, I. (2021). A Kinetic Study of Removing Methylene Blue from Aqueous Solutions by Modified Electrospun Polyethelene Terephthalate Nanofibres. Egyptian Journal of Chemistry, 64(6), 8-9.
  55. Saleem, S. I., Abdulazeez, A. M., & Orman, Z. (2021). A new segmentation framework for arabic handwritten text using machine learning techniques. Computers, Materials & Continua, 68(2), 2727-2754.
  56. Jahwar, A. F., & Ameen, S. Y. (2021). A Review on Cybersecurity based on Machine Learning and Deep Learning Algorithms. Journal of Soft Computing and Data Mining, 2(2), 14-25.
  57. Mohammed, B. N. (2021). A Review: Genetics Algorithms in Bioinformatics Tools. ICONTECH INTERNATIONAL JOURNAL, 5(1), 16-25.
  58. Maulud, D. H., Zeebaree, S. R., Jacksi, K., Sadeeq, M. A. M., & Sharif, K. H. (2021). State of art for semantic analysis of natural language processing. Qubahan Academic Journal, 1(2), 21-28.
  59. Ahmed, D. M., Ameen, S. Y., Omar, N., Kak, S. F., Rashid, Z. N., Yasin, H. M., & Ahmed, A. M. (2021). A state of art for survey of combined iris and fingerprint recognition systems. Asian Journal of Research in Computer Science, 18-33.
  60. Ageed, Z. S., Zeebaree, S. R., Sadeeq, M. A., Abdulrazzaq, M. B., Salim, B. W., Salih, A. A., ... & Ahmed, A. (2021). A state of art survey for intelligent energy monitoring systems. Asian Journal of Research in Computer Science, 8(1), 46-61.
  61. Jahwar, A. F., & Zeebaree, S. R. A State of the Art Survey of Machine Learning Algorithms for IoT Security.
  62. Abdulqadir, H. R., Zeebaree, S. R., Shukur, H. M., Sadeeq, M. M., Salim, B. W., Salih, A. A., & Kak, S. F. (2021). A study of moving from cloud computing to fog computing. Qubahan Academic Journal, 1(2), 60-70.
  63. Kareem, F. Q., Zeebaree, S. R., Dino, H. I., Sadeeq, M. A., Rashid, Z. N., Hasan, D. A., & Sharif, K. H. (2021). A survey of optical fiber communications: challenges and processing time influences. Asian Journal of Research in Computer Science, 48-58.
  64. Khalid, Z. M., & Zeebaree, S. R. (2021). Big data analysis for data visualization: A review. International Journal of Science and Business, 5(2), 64-75.
  65. Mehyadin, A. E., Abdulazeez, A. M., Hasan, D. A., & Saeed, J. N. (2021). Birds sound classification based on machine learning algorithms. Asian J Res Comput Sci, 1-11.
  66. Khorshid, S. F., & Abdulazeez, A. M. (2021). Breast cancer diagnosis based on k-nearest neighbors: a review. PalArch's Journal of Archaeology of Egypt/Egyptology, 18(4), 1927-1951.
  67. Hammed, Z. S., Ameen, S. Y., & Zeebaree, S. R. (2021, September). Massive MIMO-OFDM Performance Enhancement on 5G. In 2021 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) (pp. 1-6). IEEE.
  68. Haider, A. B. S. M., & Rafeik, A. M. (2021). Chromosomal Aberration of Fasciola Hepatica Acetone Powder: In Vitro Study on Human Lymphocytes. Indian Journal of Forensic Medicine & Toxicology, 15(3), 5443.
  69. Charbuty, B., & Abdulazeez, A. (2021). Classification based on decision tree algorithm for machine learning. Journal of Applied Science and Technology Trends, 2(01), 20-28.
  70. Mehyadin, A. E., & Abdulazeez, A. M. (2021). Classification Based on Semi-Supervised Learning: A Review. Iraqi Journal for Computers and Informatics, 47(1), 1-11.
  71. Bapir, A., & Aydin, İ. Cloud based bearing fault diagnosis of induction motors. Computer Science, (Special), 141-146.
  72. Ismael, H. R., Abdulazeez, A. M., & Hasan, D. A. (2021). Comparative Study for Classification Algorithms Performance in Crop Yields Prediction Systems. Qubahan Academic Journal, 1(2), 119-124.
  73. Haji, L. M., Zeebaree, S. R., Ahmed, O. M., Sadeeq, M. A., Shukur, H. M., & Alkhavvat, A. (2021, June). Performance Monitoring for Processes and Threads Execution-Controlling. In 2021 International Conference on Communication & Information Technology (ICICT) (pp. 161-166). IEEE.
  74. Haji, S. H., & Abdulazeez, A. M. (2021). Comparison of optimization techniques based on gradient descent algorithm: A review. PalArch's Journal of Archaeology of Egypt/Egyptology, 18(4), 2715-2743.
  75. Haji, S. H., Zeebaree, S. R., Saeed, R. H., Ameen, S. Y., Shukur, H. M., Omar, N., ... & Yasin, H. M. (2021). Comparison of software defined networking with traditional networking. Asian Journal of Research in Computer Science, 1-18.
  76. Al Jawahery, M. S., Gülşan, M. E., Albegmprli, H., & Çevik, A. (2021). Comprehensive Shear and Flexural Study: Experimental and FE Modeling of RC Haunched Beams Rehabilitated by Basalt Fabric. Iranian Journal of Science and Technology, Transactions of Civil Engineering, 1-28.
  77. Yahia, H. S., Zeebaree, S. R., Sadeeq, M. A., Salim, N. O., Kak, S. F., Adel, A. Z., ... & Hussein, H. A. (2021). Comprehensive survey for cloud computing based nature-inspired algorithms optimization scheduling. Asian Journal of Research in Computer Science, 1-16.
  78. Hussein, H. A., & Abdulazeez, A. M. (2021). Covid-19 pandemic datasets based on machine learning clustering algorithms: A review. PalArch's Journal of Archaeology of Egypt/Egyptology, 18(4), 2672-2700.
  79. Abdulkareem, N. M., Abdulazeez, A. M., Zeebaree, D. Q., & Hasan, D. A. (2021). COVID-19 world vaccination progress using machine learning classification algorithms. Qubahan Academic Journal, 1(2), 100-105.
  80. Abdulrahman, L. M., Abdulazeez, A. M., & Hasan, D. A. (2021). COVID-19 World Vaccine Adverse Reactions Based on Machine Learning Clustering Algorithm. Qubahan Academic Journal, 1(2), 134-140.
  81. Taher, K. I., Abdulazeez, A. M., & Zebari, D. A. (2021). Data Mining Classification Algorithms for Analyzing Soil Data. Asian Journal of Research in Computer Science, 17-28.
  82. Abdulqadir, H. R., Abdulazeez, A. M., & Zebari, D. A. (2021). Data mining classification techniques for diabetes prediction. Qubahan Academic Journal, 1(2), 125-133.
  83. Kako, N. A. (2021). DDLS: Distributed Deep Learning Systems: A Review. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(10), 7395-7407.
  84. Mohammed, S. B., & Abdulazeez, A. M. (2021). Deep Convolution Neural Network for Facial Expression Recognition. PalArch's Journal of Archaeology of Egypt/Egyptology, 18(4), 3578-3586.
  85. Salih, A. A., Ameen, S. Y., Zeebaree, S. R., Sadeeq, M. A., Kak, S. F., Omar, N., ... & Ageed, Z. S. (2021). Deep learning approaches for intrusion detection. Asian Journal of Research in Computer Science, 50-64.
  86. Shukur, H. M., Zeebaree, S. R., Zebari, R. R., Hussan, B. K., Jader, O. H., & Haji, L. M. (2021, February). Design and implementation of electronic enterprise university human resource management system. In Journal of Physics: Conference Series (Vol. 1804, No. 1, p. 012058). IOP Publishing.
  87. Abas, S. M., & Abdulazeez, A. M. (2021). Detection and Classification of Leukocytes in Leukemia using YOLOv2 with CNN. Asian Journal of Research in Computer Science, 64-75.
  88. Ismael, H. R., Abdulazeez, A. M., & Hasan, D. A. Detection of Diabetic Retinopathy Based on Convolutional Neural Networks: A Review.
  89. Sefdeen, S. M. (2021). EFFECT OF DIETARY IRON IN PRESENCE OF SULPHUR ON SOME LIVER MINERAL CONCENTRATIONS AND PERFORMANCE OF GROWING LAMBS. IRAQI JOURNAL OF AGRICULTURAL SCIENCES, 52(1), 1-9.
  90. AL-ANI, O. A., SABAAWI, A. M., SADIQ, E. H., & MOSLEH, M. F. (2021). EFFECT OF STRUCTURAL DEFECTS AND IMPURITIES ON ELECTRICAL CHARACTERISTICS OF PHOTOVOLTAIC CELLS: MULTISCALE MODELLING. Journal of Engineering Science and Technology, 16(1), 415-426.
  91. Al-Doski, S. H., Kak, H. F., Khurshid, J. S., & Vriesekoop, F. (2021). Effect of subcutaneous zeranol implants on meat quality of Awassi lambs and cross-bred Khalkhali and Abadeh goat kids. Iraqi Journal of Agricultural Sciences, 52(5), 1084-1093.
  92. MOHAMMED, S. I. (2021). EFFECT OF USING WASTE IRON POWDER AS FILLER ON ASPHALT MIXTURE PROPERTIES. Journal of Duhok University, 24(1), 10-18.
  93. Ali, A. F., Mahmoud, H. M., & Al-Timimi, D. J. (2021). Effects of Cigarette Smoking on DNA damage in male population in Duhok (Iraq): Relation to vitamin D status. International Research Journal of Public and Environmental Health.
  94. Omer, M. A., Zeebaree, S. R., Sadeeq, M. A., Salim, B. W., Mohsin, S. X., Rashid, Z. N., & Haji, L. M. (2021). Efficiency of malware detection in android system: A survey. Asian Journal of Research in Computer Science, 59-69.
  95. Ali, S. H., Salih, S. O., Mohammed, A. I., & Hassan, O. M. S. (2021). Evaluating Students Feedback Towards Teachers Performance on E-learning. International Journal of Science and Business, 5(6), 1-11.
  96. Ahmed, D. M., Abdulazeez, A. M., Zeebaree, D. Q., & Ahmed, F. Y. (2021, June). Predicting University's Students Performance Based on Machine Learning Techniques. In 2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) (pp. 276-281). IEEE.
  97. Abdulrahman, M., & Bebo, K. (2021). Evaluation of Health and Environmental Safety in Food and Water Production Factories in Duhok Governorate. Journal of Life and Bio Sciences Research, 2(02), 54-58.
  98. Yasin, H. M., & Ameen, S. Y. (2021, December). Review and Evaluation of End-to-End Video Compression with Deep-Learning. In 2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) (pp. 1-8). IEEE.
  99. Haji, S. H., Abdulazeez, A. M., Zeebaree, D. Q., Ahmed, F. Y., & Zebari, D. A. (2021, July). The Impact of Different Data Mining Classification Techniques in Different Datasets. In 2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) (pp. 1-6). IEEE.
  100. Hassan, N. S., Abdulazeez, A. M., Saeed, J. N., Zeebaree, D. Q., Al-Zebari, A., & Ahmed, F. Y. (2021, July). A Compassion of Three Data Miming Algorithms for Heart Disease Prediction. In 2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) (pp. 1-6). IEEE.
  101. Mohammed, A. O., Dragan, F. F., & Guarnera, H. M. (2021, November). Fellow Travelers Phenomenon Present in Real-World Networks. In International Conference on Complex Networks and Their Applications (pp. 194-206). Springer, Cham.
  102. Ibrahim, S. S., Olarewaju, O., & Yearwood, V. (2021). Financial Ratios And Book Value Of Shares For Selected Money Transfer Companies Listed On The Iraq Stock Exchange. Innovations, 18(1), 260-269.
  103. Samann, F. E., Abdulazeez, A. M., & Askar, S. (2021). Fog Computing Based on Machine Learning: A Review. International Journal of Interactive Mobile Technologies, 15(12).
  104. Yazdeen, A. A., Zeebaree, S. R., Sadeeq, M. M., Kak, S. F., Ahmed, O. M., & Zebari, R. R. (2021). FPGA implementations for data encryption and decryption via concurrent and parallel computation: A review. Qubahan Academic Journal, 1(2), 8-16.
  105. Sadiq, E. H., Ashraf, S., Aslam, Z., & Muhammad, D. (2021). Fuzzy based multi-line Power Outage Control System. encounter, 8(02), 2021.
  106. Salih, B. M., Abdulazeez, A. M., & Hassan, O. M. S. (2021). Gender Classification Based on Iris Recognition Using Artificial Neural Networks. Qubahan Academic Journal, 1(2), 156-163.
  107. Saleem, S., & Abdulazeez, A. M. (2021). Hybrid trainable system for writer identification of arabic handwriting. Comput. Mater. Contin.
  108. Khalid, L. F., & Abdulazeez, A. M. (2021). Identifying Speakers Using Deep Learning: A review. International Journal of Science and Business, 5(3), 15-26.
  109. Hasan, B. M. S., Ameen, S. Y., & Hasan, O. M. S. (2021). Image authentication based on watermarking approach. Image, 9, 11.
  110. Yasin, H. M., & Abdulazeez, A. M. (2021). Image Compression Based on Deep Learning: A Review. Asian Journal of Research in Computer Science, 62-76.
  111. Sadeeq, H. T., Hameed, T. H., Abdi, A. S., & Abdulfatah, A. N. (2021). Image Compression Using Neural Networks: A Review. International Journal of Online & Biomedical Engineering, 17(14).
  112. Abdullah, H. S., & Elci, A. (2021). Image enhancement in wavelet domain based on histogram equalization and median filter. Journal of Engineering Research.
  113. Barwary, M. J., & Abdulazeez, A. M. (2021). Impact of Deep Learning on Transfer Learning: A Review. International Journal of Science and Business, 5(3), 204-216.
  114. Rasheed, B. N., & Eissa, A. A. (2021). Impact of IL-1Ra Gene Polymorphism on the Etiology and Fate of Disease in Children with Immune Thrombocytopenic Purpura. Journal of Immunology Research, 2021.
  115. Alibrahim, M. S. Y. M. (2021). Impact of posttraumatic stress syndrome disorder on GPA for Kurd-Yazidis students studying at Duhok Polytechnical University: تأثير متلازمة الإجهاد اللاحق للصدمة على المعدل التراكمي للطلاب الكرد اليزيديين الذين يدرسون في جامعة دهوك التقنية. مجلة العلوم التربوية و النفسية, 5(28), 151-134.‎
  116. Husain, B. H., & Zeebaree, S. R. (2021). Improvised distributions framework of hadoop: A review. International Journal of Science and Business, 5(2), 31-41.
  117. Mohammeda, D. Y., & Ismaelb, H. K. (2021). Information and Communication Technology as a Moderator of the Relationship between Organisational Clarity and Knowledge Sharing Behaviour. practice, 15(3).
  118. Abdulazeez, A. M., Zeebaree, D. Q., Zebari, D. A., & Hameed, T. H. (2021). Leaf Identification Based on Shape, Color, Texture and Vines Using Probabilistic Neural Network. Computación y Sistemas, 25(3).
  119. Sadeeq, M. M., Abdulkareem, N. M., Zeebaree, S. R., Ahmed, D. M., Sami, A. S., & Zebari, R. R. (2021). IoT and Cloud computing issues, challenges and opportunities: A review. Qubahan Academic Journal, 1(2), 1-7.
  120. Yasin, H. M., Zeebaree, S. R., Sadeeq, M. A., Ameen, S. Y., Ibrahim, I. M., Zebari, R. R., ... & Sallow, A. B. (2021). IoT and ICT based smart water management, monitoring and controlling system: A review. Asian Journal of Research in Computer Science, 8(2), 42-56.
  121. Armya, R. E., Abdulazeez, A. M., Sallow, A. B., & Zeebaree, D. Q. Leukemia Diagnosis using Machine Learning Classifiers Based on Correlation Attribute Eval Feature Selection.
  122. Jassim, M. A., & Yousef, M. M. (2021). Local Geoid Model Generation Using the Geometrical Approach. Journal of Civil Engineering and Architecture, 15, 437-445.
  123. Abdullah, D. M., Abdulazeez, A. M., & Sallow, A. B. (2021). Lung cancer prediction and classification based on correlation selection method using machine learning techniques. Qubahan Academic Journal, 1(2), 141-149.
  124. Abdullah, R. M., Abdulazeez, A. M., & Al-Zebari, A. (2021). Machine learning Algorithm of Intrusion Detection System. Asian Journal of Research in Computer Science, 1-12.
  125. Abdullah, D. M., & Abdulazeez, A. M. (2021). Machine Learning Applications based on SVM Classification A Review. Qubahan Academic Journal, 1(2), 81-90.
  126. Abdulkareem, N. M., & Abdulazeez, A. M. (2021). Machine learning classification based on Radom Forest Algorithm: A review. International Journal of Science and Business, 5(2), 128-142.
  127. Chicho, B. T., Abdulazeez, A. M., Zeebaree, D. Q., & Zebari, D. A. (2021). Machine Learning Classifiers Based Classification For IRIS Recognition. Qubahan Academic Journal, 1(2), 106-118.
  128. Hassan, N. S., Abdulazeez, A. M., Zeebaree, D. Q., & Hasan, D. A. (2021). Medical Images Breast Cancer Segmentation Based on K-Means Clustering Algorithm: A Review. Ultrasound, 27, 28.
  129. Armya, R. E., & Abdulazeez, A. M. (2021). Medical images segmentation based on unsupervised algorithms: a review. Qubahan Academic Journal, 1(2), 71-80.
  130. Yahia, H. S., & Abdulazeez, A. M. (2021). Medical text classification based on convolutional neural network: A review. International Journal of Science and Business, 5(3), 27-41.
  131. Younis, Z. A., Abdulazeez, A. M., Zeebaree, S. R., Zebari, R. R., & Zeebaree, D. Q. (2021). Mobile Ad Hoc Network in Disaster Area Network Scenario: A Review on Routing Protocols. International Journal of Online & Biomedical Engineering, 17(3).
  132. ZEGGANE, H., GHERNAOUT, R., BOUTOUTAOU, D., ABDULLAH, S., REMINI, B., & KISI, O. (2021). MULTIDIMENSIONAL ANALYSIS OF PRECIPITATION IN CENTRAL-NORTHERN REGION OF ALGERIA. LARHYSS Journal P-ISSN 1112-3680/E-ISSN 2521-9782, (47), 209-231.
  133. Zeebaree, D. Q., Abdulazeez, A. M., Zebari, D. A., Haron, H., & Hamed, H. N. A. (2021). Multi-level fusion in ultrasound for cancer detection based on uniform lbp features. Computers, Materials & Continua, 66(3), 3363-3382.
  134. Qian, Y., Manafian, J., Mohyaldeen, S. Y., Esmail, L. S., Gorovoy, S. A., & Singh, G. (2021). Multiple-order line rogue wave, lump and its interaction, periodic, and cross-kink solutions for the generalized CHKP equation. Propulsion and Power Research, 10(3), 277-293.
  135. Manafian, J., Ilhan, O. A., Mohyaldeen, S. Y., Zeynalli, S. M., & Singh, G. (2021). New strategic method for fractional mitigating internet bottleneck with quadratic–cubic nonlinearity. Mathematical Sciences, 15(4), 345-364.
  136. Hassan, M. M., Eesa, A. S., Mohammed, A. J., & Arabo, W. K. (2021). Oversampling Method Based on Gaussian Distribution and K-Means Clustering. CMC-COMPUTERS MATERIALS & CONTINUA, 69(1), 451-469.
  137. Abdullah, R. M., Ameen, S. Y., Ahmed, D. M., Kak, S. F., Yasin, H. M., Ibrahim, I. M., ... & Salih, A. A. (2021). Paralinguistic speech processing: An overview. Asian Journal of Research in Computer Science, 34-46.
  138. Zubeer, S. A., & Ali, O. M. (2021). Performance analysis and electrical production of photovoltaic modules using active cooling system and reflectors. Ain Shams Engineering Journal, 12(2), 2009-2016.
  139. Faizy, H. S., Esmail, L. S., & Mahdi, H. S. (2021, May). Phytochemicals Analysis in Watercress (Nasturtium Officinale) Plant Extracts. In IOP Conference Series: Earth and Environmental Science (Vol. 761, No. 1, p. 012042). IOP Publishing.
  140. Hassan, R. J., & Abdulazeez, A. M. Plant Leaf Disease Detection by Using Different Classification Techniques: Comparative.
  141. Abdalwahid, S. M. J., Ismael, S., & Kareem, S. W. (2021). Pre-Cancer Diagnosis via TP53 Gene Mutations Applied Ensemble Algorithms. Technium BioChemMed, 2(4), 9-16.
  142. Zebari, N. A., Zebari, D. A., Zeebaree, D. Q., & Saeed, J. N. (2021). Significant features for steganography techniques using deoxyribonucleic acid: A review. Indonesian Journal of Electrical Engineering and Computer Science, 21(1), 338-347.
  143. Kareem, F. Q., Abdulazeez, A. M., & Hasan, D. A. (2021). Predicting Weather Forecasting State Based on Data Mining Classification Algorithms. Asian J. Res. Comput. Sci. AJRCOS, 9(3), 13-24.
  144. Tahir, A. I., Ramadhan, D. S., Taha, A. A., Abdullah, R. Y., Karim, S. K., Ahmed, A. K., & Ahmed, S. F. (2021). Public fear of COVID-19 vaccines in Iraqi Kurdistan region: a cross-sectional study. Middle East Current Psychiatry, 28(1), 1-8.
  145. Saleem, S. M., Zeebaree, S. R., & Abdulrazzaq, M. B. (2021, July). Real-life Dynamic Facial Expression Recognition: A Review. In Journal of Physics: Conference Series (Vol. 1963, No. 1, p. 012010). IOP Publishing.
  146. Abdulqadir, H. R., & Abdulazeez, A. M. (2021). Reinforcement Learning and Modeling Techniques: A Review. International Journal of Science and Business, 5(3), 174-189.
  147. Najeeb, H. A., Rajeb, A. T., & Ali, A. F. (2021). Relationship between plasma vitamin D3 and serum Uric acid levels in adults, Duhok city: a cross-sectional study. Al-Kufa University Journal for Biology, 13(2).
  148. Mahmoud, H. M., Ali, A. F., & Al-Timimi, D. J. (2021). Relationship between zinc status and DNA oxidative damage in patients with type 2 diabetes mellitus. Biological Trace Element Research, 199(4), 1276-1279.
  149. Ismael, H. R., Ameen, S. Y., Kak, S. F., Yasin, H. M., Ibrahim, I. M., Ahmed, A. M., ... & Ahmed, D. M. (2021). Reliable communications for vehicular networks. Asian Journal of Research in Computer Science, 33-49.
  150. Ahmed, K. D., & Zeebaree, S. R. (2021). Resource allocation in fog computing: A review. International Journal of Science and Business, 5(2), 54-63.
  151. HamaAli, K. W., & Zeebaree, S. R. (2021). Resources allocation for distributed systems: A review. International Journal of Science and Business, 5(2), 76-88.
  152. Maulud, D. H., Ameen, S. Y., Omar, N., Kak, S. F., Rashid, Z. N., Yasin, H. M., ... & Ahmed, D. M. (2021). Review on natural language processing based on different techniques. Asian Journal of Research in Computer Science, 1-17.
  153. Zeebaree, D. Q. (2021). Robust watermarking scheme based LWT and SVD using artificial bee colony optimization. Indonesian Journal of Electrical Engineering and Computer Science, 21(2), 1218-1229.
  154. Ismael, G. A., Salih, A. A., Adel, A. L., Omar, N., Merceedi, K. J., Ahmed, A. J., ... & Yasin, H. M. Scheduling Algorithms Implementation for Real Time Operating Systems: A Review.
  155. Abdullah, D. M., Ameen, S. Y., Omar, N., Salih, A. A., Ahmed, D. M., Kak, S. F., ... & Rashid, Z. N. (2021). Secure data transfer over internet using image steganography. Asian Journal of Research in Computer Science, 33-52.
  156. Baykara, M., & Abdulrahman, A. (2021). Seizure Detection Based on Adaptive Feature Extraction by Applying Extreme Learning Machines. Traitement du Signal, 38(2), 331-340.
  157. Ameen, M. R., Sulaiman, D. M., & Muho, K. H. Serum Asprosin Levels in Women with Polycystic Ovary Syndrome in Duhok City, Kurdistan Region of Iraq.
  158. Salih, K., Ledesma, G., & Saeed, Z. O. (2021, March). Simulation of Energy Efficiency Measures for the Residential Building Stock: A Case Study in the Semi-Arid Region. In IOP Conference Series: Materials Science and Engineering (Vol. 1090, No. 1, p. 012018). IOP Publishing.
  159. Saeed, J., & Zeebaree, S. (2021). Skin lesion classification based on deep convolutional neural networks architectures. Journal of Applied Science and Technology Trends, 2(01), 41-51.
  160. Saeed, J. N., & Ameen, S. Y. (2021). Smart Healthcare for ECG Telemonitoring System. Journal of Soft Computing and Data Mining, 2(2), 75-85.
  161. Alkass, J. E., Hermiz, H. N., & Baper, M. I. (2021). Some aspects of reproductive efficiency in awassi ewes: A review. Iraqi journal of agricultural sciences, 52(1), 20-27.
  162. Kareem, F. Q., Ameen, S. Y., Salih, A. A., Ahmed, D. M., Kak, S. F., Yasin, H. M., ... & Omar, N. (2021). SQL injection attacks prevention system technology. Asian Journal of Research in Computer Science, 13, 32.
  163. Hassan, R. J., Zeebaree, S. R., Ameen, S. Y., Kak, S. F., Sadeeq, M. A., Ageed, Z. S., ... & Salih, A. A. (2021). State of art survey for iot effects on smart city technology: challenges, opportunities, and solutions. Asian Journal of Research in Computer Science, 22, 32-48.
  164. Salim, N. O., Zeebaree, S. R., Sadeeq, M. A., Radie, A. H., Shukur, H. M., & Rashid, Z. N. (2021, July). Study for Food Recognition System Using Deep Learning. In Journal of Physics: Conference Series (Vol. 1963, No. 1, p. 012014). IOP Publishing.
  165. Abdulazeez, A. M., Hasan, D. A., Ahmed, A. M., & Kareem, O. S. Swarm Intelligence-Based Feature Selection for Multi-Label Classification: A Review.
  166. Fakhree, F. M., Waheed, I. F., & Mahmoud, K. M. (2021). Synthesis and characterization of CuO nanoparticles stabilized by quercetin and its application for anti-breast cancer activity. Egyptian Journal of Chemistry, 64(6), 22-23.
  167. Ibrahim, I. M. (2021). Task scheduling algorithms in cloud computing: A review. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(4), 1041-1053.
  168. Ahmed, H. A., Saleem, P. H., Yasin, S. A., & Saeed, I. A. (2021, March). The application of modified polyetheleneterphthalate (pet) nanofibers; characterization and isotherm study. In Journal of Physics: Conference Series (Vol. 1853, No. 1, p. 012006). IOP Publishing.
  169. Yasin, S. A., Zeebaree, S. Y. S., Sharaf Zeebaree, A. Y., Haji Zebari, O. I., & Saeed, I. A. (2021). The efficient removal of methylene blue dye using CuO/PET nanocomposite in aqueous solutions. Catalysts, 11(2), 241.
  170. Ali, A. M. (2021). The Extent Which Information Technology Contributes to the Quality of Hotel Service. International Journal of Science and Business, 5(6), 81-93.
  171. Zeebaree, D. Q., Abdulazeez, A. M., Abdullrhman, L. M., Hasan, D. A., & Kareem, O. S. (2021). The Prediction Process Based on Deep Recurrent Neural Networks: A Review. Asia J. Res. Comput. Sci, 11, 29-45.
  172. Ibrahim, M., Khalid, H. M., & Mer, W. M. (2021). The Prevalence of Uropathogenic Escherichia coli Strains among Outpatients with Urinary Tract Infection in Zakho Hospitals-Zakho City, Duhok Province/Iraq. Al-Qadisiyah Journal Of Pure Science, 26(5), 26-40.
  173. Nori, N. R., & Gupta, S. K. (2021). The Role of Industrial Ecology in Maximizing the Value of the Organization: A Case Study of Mineral Water Industry Organizations of Duhok City, Iraq. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 12(3), 34-53.
  174. Qaro, S. A. M. (2021). The Spatial Distribution Pattern of Naturally Developing (pinus brutia. Ten) Trees in The Atrush Region نمط التوزيع المکانى لأشجار الصنوبر البروتي (زاويتا) النامية طبيعيا في منطقة أتروش. Journal of Plant Production, 12(7), 719-723.
  175. Mohammed, M. A., Zeebaree, D. Q., Abdulazeez, A. M., Zebari, D. A., Fadhil, Z. D., Ahmed, F. Y., & Rashed, E. M. (2021, July). Machine Learning Algorithm for Developing Classroom Attendance Management System Based on Haar Cascade Frontal Face. In 2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) (pp. 1-6). IEEE.
  176. Kareem, F. Q., & Abdulazeez, A. M. (2021). Ultrasound medical images classification based on deep learning algorithms: a review. vol, 3, 29-42.
  177. Alzeebaree, R., Mawlod, A. O., Mohammedameen, A., & Niş, A. (2021). Using of recycled clay brick/fine soil to produce sodium hydroxide alkali activated mortars. Advances in Structural Engineering, 24(13), 2996-3009.
  178. Abdulazeez, A. M., & Faizi, F. S. (2021). Vision-Based Mobile Robot Controllers: A Scientific Review. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(6), 1563-1580.
  179. Ibrahim, I. M., Ameen, S. Y., Yasin, H. M., Omar, N., Kak, S. F., Rashid, Z. N., ... & Ahmed, D. M. (2021). Web server performance improvement using dynamic load balancing techniques: A review. system, 19, 21.
  180. Alzeebaree, Y., & Zebari, I. (2021). What makes an effective EFL teacher: High School Students' Perceptions. The Asian ESP Journal.
  181. Omar, N., Al-zebari, A., & Sengur, A. (2021, December). Deep Learning Approach to Predict Forest Fires Using Meteorological Measurements. In 2021 2nd International Informatics and Software Engineering Conference (IISEC) (pp. 1-4). IEEE.
  182. Mehyadin, A. E., Zeebaree, S. R., Sadeeq, M. A., Shukur, H. M., Alkhayyat, A., & Sharif, K. H. (2021, August). State of Art Survey for Deep Learning Effects on Semantic Web Performance. In 2021 7th International Conference on Contemporary Information Technology and Mathematics (ICCITM) (pp. 93-99). IEEE.
  183. Kocher, I. S. (2021). A Systematical Roadmap on Various Security Vulnerabilities and Countermeasures in Routing Algorithms upon WSNs. Academic Journal of Nawroz University, 10(4), 1-13.
  184. Mohammed, Hakar. (2021). Studying the Relationship between Emotional Intelligence and Problem–solving Skills of Individuals from Personal Knowledge Management Perspective. International Academic Journal of Business Management. 8. 01-11. 10.9756/IAJBM/V8I1/IAJBM0801.
  185. Mahmood, M. R., Abdulrazzaq, M. B., Zeebaree, S. R., Ibrahim, A. K., Zebari, R. R., & Dino, H. I. (2021). Classification techniques’ performance evaluation for facial expression recognition. Indonesian Journal of Electrical Engineering and Computer Science, 21(2), 176-1184.
  186. Abdulrazaq, M. B., Mahmood, M. R., Zeebaree, S. R., Abdulwahab, M. H., Zebari, R. R., & Sallow, A. B. (2021, February). An analytical appraisal for supervised classifiers’ performance on facial expression recognition based on relief-F feature selection. In Journal of Physics: Conference Series (Vol. 1804, No. 1, p. 012055). IOP Publishing.
  187. Mohammed, S. M., Jacksi, K., & Zeebaree, S. R. (2021). A state-of-the-art survey on semantic similarity for document clustering using GloVe and density-based algorithms. Indonesian Journal of Electrical Engineering and Computer Science, 22(1), 552-562.
  188. Mohammed, C. M., & Zebaree, S. R. (2021). Sufficient comparison among cloud computing services: IaaS, PaaS, and SaaS: A review. International Journal of Science and Business, 5(2), 17-30.
  189. Shukur, H., Zeebaree, S. R., Ahmed, A. J., Zebari, R. R., Ahmed, O., Tahir, B. S. A., & Sadeeq, M. A. (2020). A state of art survey for concurrent computation and clustering of parallel computing for distributed systems. Journal of Applied Science and Technology Trends, 1(4), 148-154.
  190. Qadir, G. A., & Zebaree, S. R. (2021). Evaluation of QoS in distributed systems: A review. International Journal of Science and Business, 5(2), 89-101.
  191. Hamad, Z. J., & Zeebaree, S. R. (2021). Recourses utilization in a distributed system: A review. International Journal of Science and Business, 5(2), 42-53.
  192. Sadeeq, M. J., & Zeebaree, S. R. (2021). Semantic Search Engine Optimisation (SSEO) for dynamic websites: A review. International Journal of Science and Business, 5(3), 148-158.
  193. State of Art for Distributed Databases: Faster Data Access, processing, Growth Facilitation and Improved Communications
  194. Jijo, B. T., Zeebaree, S. R., Zebari, R. R., Sadeeq, M. A., Sallow, A. B., Mohsin, S., & Ageed, Z. S. (2021). A comprehensive survey of 5G mm-wave technology design challenges. Asian Journal of Research in Computer Science, 1-20.
  195. Qader, G. K., Baper, M. I., & Hermiz, H. N. EFFECT OF DIFFERENT LEVELS OF NIGELLA SATIVA SEEDS (BLACK CUMIN) ON PRODUCTION PERFORMANCE AND SOME IMMUNOLOGICAL PARAMETERS OF BROILER CHICKEN IN AKRE REGION, IRAQ.
  196. Nitro-Power Approach for MANET to Sustain the Strength of Signal and Energy Efficiency
  197. Nori, N. R., & Gupta, S. K. (2021). The Role of Industrial Ecology in Maximizing the Value of the Organization: A Case Study of Mineral Water Industry Organizations of Duhok City, Iraq. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 12(3), 34-53.
  198. Abdulmajeed, L. R., Abdal, M. I., & Hussein, M. H. (2021). European-American Policy Towards the Syrian Refugee Issue 2014-2017. Psychology and Education Journal, 58(2), 8704-8713.
  199. Saeed, Z. O., Almukhtar, A., & Salih, K. (2021, March). Construction Beyond War: Assessing Time and Cost of Prefabrication in Rebuilding Post-Disaster Cities. In IOP Conference Series: Materials Science and Engineering (Vol. 1090, No. 1, p. 012057). IOP Publishing.
  200. Ibrahim, S. S., Olarewaju, O., & Yearwood, V. (2021). FINANCIAL RATIOS AND BOOK VALuE OF SHARES FOR SELECTED MONEY TRANSFER COMPANIES LISTED ON THE IRAq STOCK ExCHANGE. Innovations, 18(1), 260-269.
  201. Synthesis and Characterization of Cuo Nanoparticles Stabilized by Quercetin and Its Application for Anti-Breast Cancer Activity
  202. Alkass, J. E., Hermiz, H. N., Baper, M. I., Akreyi, I. A., & Rashid, F. M. (2021). PRODUCTIVITY TRAITS OF LOCAL MOUNTAIN GOAT AND SOME FACTORS AFFECTING THEM. The Iraqi Journal of Agricultural Science, 52(4), 913-917.
  203. Taher, K. I., & Abdulazeez, A. M. (2021). Deep Learning Convolutional Neural Network for Speech Recognition: A Review. International Journal of Science and Business, 5(3), 1-14.
  204. Hassan, R. J., & Abdulazeez, A. M. (2021). Deep Learning Convolutional Neural Network for Face Recognition: A Review. International Journal of Science and Business, 5(2), 114-127.
  205. Khorshid, S. F., Abdulazeez, A. M., & Sallow, A. B. (2021). A comparative analysis and predicting for breast cancer detection based on data mining models. Asian Journal of Research in Computer Science, 45-59.
  206. Manafian, J., Ilhan, O. A., Mohyaldeen, S. Y., Zeynalli, S. M., & Singh, G. (2021). New strategic method for fractional mitigating internet bottleneck with quadratic–cubic nonlinearity. Mathematical Sciences, 1-20.
  207. Doski, J. A. (2021). Active tectonics along the Sheladiz seismogenic fault in the Western Zagros fold-thrust belt, Kurdistan, Northern Iraq. International Journal of Earth Sciences, 110(2), 595-608.
  208. Zhao, J., Manafian, J., Zaya, N. E., & Mohammed, S. A. (2021). Multiple rogue wave, lump‐periodic, lump‐soliton, and interaction between k‐lump and k‐stripe soliton solutions for the generalized KP equation. Mathematical Methods in the Applied Sciences, 44(6), 5079-5098.
  209. Hassan, M. M., Eesa, A. S., Mohammed, A. J., & Arabo, W. K. Oversampling Method Based on Gaussian Distribution and K-Means Clustering.
  210. الباشقالي, م., محمود, سلطان, & حکمت. (2021). دور الارتجال الاستراتيجي في تحقيق السيادة الاستراتيجية: دراسة استطلاعية لآراء القيادات الإدارية في عينة من الجامعات الخاصة في إقليم کوردستان العراق. المجلة العربية للإدارة, 95-126.‎
  211. Kassab, R. B., Lokman, M. S., Daabo, H. M., Gaber, D. A., Habotta, O. A., Hafez, M. M., ... & Fouda, M. S. (2020). Ferulic acid influences Nrf2 activation to restore testicular tissue from cadmium‐induced oxidative challenge, inflammation, and apoptosis in rats. Journal of Food Biochemistry, 44(12), e13505.
  212. Turkoglu, M., Alcin, O. F., Aslan, M., Al-Zebari, A., & Sengur, A. (2021). Deep rhythm and long short term memory-based drowsiness detection. Biomedical Signal Processing and Control, 65, 102364.
  213. Sadeeq, H. T., Hameed, T. H., Abdi, A. S., & Abdulfatah, A. N. (2021). Image Compression Using Neural Networks: A Review. International Journal of Online & Biomedical Engineering, 17(14).
  214. Younis, H. M., & Salih, N. K. (2021). التنظيم القانوني لشركة المحاماة المدنية المهنية (دراسة تحليلية مقارنة). Academic Journal of Nawroz University, 10(1), 409-425.‎
  215. Abdel, M. I. (2021). العلاقات التركيه-المجرية ١٩٢٦-١٩٣١ دراسه تاريخيه سياسيه. Polytechnic Journal of Humanities and Social Sciences, 2(1), 76-85.
  216. Ibrahim, O., Shaban, F., & Khader, S. (2021). العلاقة بين نضج إدارة المعرفة والتفوق التنظيمي. Humanities Journal of University of Zakho, 9(4), 902-917.
  217. 217
  218. ABDOU, A. M., & KHAMOKA, I. A. (2021). النوايا التركية لارتكاب جرائم دولية في شمال شرق سوريا للمدة (2011-2019). Journal of Duhok University, 24(1), 249-270.‎
  219. Saleh, A. M., & Abdullah, A. (2021). متطلبات أعداد موازنة المواطن وانعكاساتها في تفعيل الاداء الحكومي. Humanities Journal of University of Zakho, 9(3), 605-620.‎
  220. Salih, A., Zeebaree, S. T., Ameen, S., Alkhyyat, A., & Shukur, H. M. (2021, February). A survey on the role of artificial intelligence, machine learning and deep learning for cybersecurity attack detection. In 2021 7th International Engineering Conference “Research & Innovation amid Global Pandemic"(IEC) (pp. 61-66). IEEE.
  221. Amanoul, S. V., Abdulazeez, A. M., Zeebare, D. Q., & Ahmed, F. Y. (2021, June). Intrusion Detection Systems Based on Machine Learning Algorithms. In 2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) (pp. 282-287). IEEE.
  222. Izadeen, G. Y., Abdulazeez, A. M., Zeebaree, D. Q., Hasan, D. A., & Ahmed, F. Y. (2021, June). Data Integration Using Data Mining and SMS Reminder for Automation of Blood Donation. In 2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) (pp. 299-304). IEEE.
  223. Sadeeq, H. T., Abdulazeez, A. M., Kako, N. A., Zebari, D. A., & Zeebaree, D. Q. (2021, February). A New Hybrid Method for Global Optimization Based on the Bird Mating Optimizer and the Differential Evolution. In 2021 7th International Engineering Conference “Research & Innovation amid Global Pandemic"(IEC) (pp. 54-60). IEEE.
  224. Kako, N. A., Abdulazeez, A. M., & Sadeeq, H. T. (2021, February). Effect of Colored Noise on Neuron Membrane Size Using Stochastic Hodgkin-Huxley Equations. In 2021 7th International Engineering Conference “Research & Innovation amid Global Pandemic"(IEC) (pp. 20-25). IEEE.
  225. Ibrahim, B. R., Khalifa, F. M., Zeebaree, S. R., Othman, N. A., Alkhayyat, A., Zebari, R. R., & Sadeeq, M. A. (2021, April). Embedded System for Eye Blink Detection Using Machine Learning Technique. In 2021 1st Babylon International Conference on Information Technology and Science (BICITS) (pp. 58-62). IEEE.
  226. Hasan, D. A., Zeebaree, S. R., Sadeeq, M. A., Shukur, H. M., Zebari, R. R., & Alkhayyat, A. H. (2021, April). Machine Learning-based Diabetic Retinopathy Early Detection and Classification Systems-A Survey. In 2021 1st Babylon International Conference on Information Technology and Science (BICITS) (pp. 16-21). IEEE.
  227. Albany, Y. (2021, February). Isolation and Identification of Coliforms in Drinking Water of Duhok Province by using Membrane with Vitek Compact. In 2021 7th International Engineering Conference “Research & Innovation amid Global Pandemic"(IEC) (pp. 145-150). IEEE.
  228. Jahwar, A. F., Abdulazeez, A. M., Zeebaree, D. Q., Zebari, D. A., & Ahmed, F. Y. (2021, July). An Integrated Gapso Approach for Solving Problem of an Examination Timetabiking System. In 2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) (pp. 1-6). IEEE.
  229. Sharif, K. H., & Ameen, S. Y. (2021, September). Game Engines Evaluation for Serious Game Development in Education. In 2021 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) (pp. 1-6). IEEE.
  230. Sharif, K. H., & Ameen, S. Y. (2021, December). A Review on Gamification for Information Security Training. In 2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) (pp. 1-8). IEEE.
  231. Jahwar, A. F., Abdulazeez, A. M., Zeebaree, D. Q., Zebari, D. A., & Ahmed, F. Y. (2021, July). An Integrated Gapso Approach for Solving Problem of an Examination Timetabiking System. In 2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) (pp. 1-6). IEEE.
  232. Hussein, H. A., Zeebaree, S. R., Sadeeq, M. A., Shukur, H. M., Alkhayyat, A., & Sharif, K. H. (2021, June). An Investigation on Neural Spike Sorting Algorithms. In 2021 International Conference on Communication & Information Technology (ICICT) (pp. 202-207). IEEE.
  233. Ahmed, S. I., Ameen, S. Y., & Zeebaree, S. R. (2021, December). 5G Mobile Communication System Performance Improvement with Caching: A Review. In 2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) (pp. 1-8). IEEE.
  234. Rashid, Z. N., Zeebaree, S. R., Zebari, R. R., Ahmed, S. H., Shukur, H. M., & Alkhayyat, A. (2021, April). Distributed and Parallel Computing System Using Single-Client Multi-Hash Multi-Server Multi-Thread. In 2021 1st Babylon International Conference on Information Technology and Science (BICITS) (pp. 222-227). IEEE.
  235. Abdulrahman, A., & Baykara, M. (2021, August). Feature Extraction Approach Based on Statistical Methods and Wavelet Packet Decomposition for Emotion Recognition using EEG Signals. In 2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) (pp. 1-7). IEEE.
  236. Ibrahim, I. M., Zeebaree, S. R., Yasin, H. M., Sadeeq, M. A., Shukur, H. M., & Alkhayyat, A. (2021, July). Hybrid Client/Server Peer to Peer Multitier Video Streaming. In 2021 International Conference on Advanced Computer Applications (ACA) (pp. 84-89). IEEE.
  237. Doghramachi, D. F., & Ameen, S. Y. (2021, December). IoT Threats and Solutions with Blockchain and Context-Aware Security Design: A Review. In 2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) (pp. 1-8). IEEE.
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