College of Computer Science and Information Technology: Recent submissions

  • A Development of Directional Gradient Local Ternary Pattern for Facial Expression Recognition 
    Nour, Nahla Abdellatif Elmobark; Supervisor, - SERESTINA VIRIRI (Sudan University of Science and Technology, 2022-03-23)
    Humans can easily determine ones’ gender, identity and ethnicity with highest accuracy as compared to face expression recognition.. This makes development of automatic face expression recognition techniques that surpass ...
  • Lightweight and Efficient Cluster-based Routing Protocol for Wireless Sensor Networks 
    Yagoub, MudathirFadoulSayed; Supervisor, -Joel JoséPuga Coelho Rodrigues (Sudan University of Science & Technology, 2022-03-12)
    Wireless Sensor Networks (WSNs) has gained a great significance from researchers and industry due to its wide applications. The discovery of effective service and removing redundancy area key to achieve a higher level of ...
  • A Novel Image Steganography Method Using Fuzzy Logicand Edge Detection 
    Salih, Hala Salih Yusuf; Supervisor, -Hani Hagras (Sudan University of Science & Technology, 2022-03-23)
    Steganography is one of the information hiding techniques that hides a message inside another message without drawing any suspicion. For hiding messages, various types of media are used. Image steganography is the technique ...
  • A New Model to Enhance the Automatic LiverSegmentation based on U-net Architecture 
    Mohammed, Fatima Abdalbagi; Supervisor, -Serestina Viriri (Sudan University of Science & Technology, 2022-03-12)
    In computer vision, image segmentation is defined as the process of partitioning an image into several regions with homogeneous features. The region of our interest here in this thesis is the liver. The main goal of the ...
  • Enhancing the Accuracy of Optical Character Recognition (OCR) for short text of Arabic language Image by implementing an algorithm to improve the Quality of Images 
    Mohamed, Ahmed Suliman Albashir; Supervisor, -Mohammed Hamouda Karboos Hamid (Sudan University of Science & Technology, 2022-05-22)
    Optical Character Recognition (OCR) plays a major role in understanding, learning, and recognizing the language in the era of communication. OCR helps non-native speakers and even non-humans to understand the language and ...
  • دراسة تحليلية للنظم البرمجية بالقطاع العام السوداني 
    حاج فرحان, إيهاب جعفر; مشرف, - رشا عزالدين محمد عثمان (جامعة السودان للعلوم والتكنولوجيا, 2022-01-01)
    تناولت هذه الدراسة النظم البرمجية بمؤسسات القطاع العام السوداني بولاية الخرطوم وتمثلت مشكلة الدراسة في عدم وجود دراسات سابقة تُعين في استكشاف واقع النظم البرمجية بالقطاع العام السوداني. هدفت هذه الدراسة إلى حصر ودراسة النظم ...
  • Developing a Deep Machine Learning Model for Offline Arabic HandwrittenScripts Recognition 
    Ahmed, Rami Saad Eldin Alfaki Mohamed; Supervisor, -Amir Hussain (Sudan University of Science & Technology, 2022-02-22)
    Boosted performance in Offline Arabic Handwritten Recognition (OAHR) models have recently gained significance due to the variety of the growth of the real-world applications in the pattern recognition domain. However, OAHR ...
  • Secure audio Steganography using modified LSB and DCT 
    ismail, Mohammed alfath ahmed; Supervisor, -Faisal Mohamed Abdallah Ali (Sudan University of Science & Technology, 2021-09-22)
    In a world of digital technology, maintaining the security of the secret data has become a big challenge. One way to achieve this is to encrypt the message before it is sent. But encryption draws the attention of third ...
  • Enhancing the Quality of Software Testing using a Metamorphic Testing Technique 
    Bahar, Sulieman Ibrahim Sulieman; Supervisor, -Mohammed Abdalla Osman Mukhtar (Sudan University of Science & Technology, 2021-04-12)
    The software testing process plays an important role to improve the quality of the software product. The product or program which is free from errors greatly contributes to assure the quality of the software. An oracle in ...
  • A proposed Framework for Versions Control using Abstract Syntax Tree Analysis 
    Elabden, Salma Ali Zain; Supervisor, -Ahmed MohamedElsawi (Sudan University of Science & Technology, 2019-11-22)
    As a result of increased competition and customer expectations many companies such as Google and Facebook have embraced rapid development. In rapid development methodologies such as scrum, several releases are launched ...
  • Imbalanced data classification Enhancement Using SMOTE and NearMiss sampling Techniques 
    Babikir, MayaminTilalAbdelrahim; Supervisor, -Wafaa Faisal (Sudan University of Science & Technology, 2022-07-27)
    An approach to construction of classifiers from imbalanced datasets is described. The dataset is imbalanced if the classification categories are not approximately equally represented,often real-world data sets are predominately ...
  • Supply Chain Demand Forecasting based on Odoo ERP System, Using Linear Regression and Decision Trees 
    Makki, Omnia Yasir Izzeldin; Supervisor, -Wafaa Faisal Mukhtar (Sudan University of Science & Technology, 2020-11-22)
    The transactional data coming from a software system’s transactional database provides more value than the day-to-day operations. Data mining techniques may be used to draw more value from these transactional data in order ...
  • Student Performance Prediction Using Classification based on their social factors 
    Alsheikh, Fatima Sayed; Supervisor, -Shaza Mergani (Sudan University of Science & Technology, 2021-05-22)
    Student’s performance is an essential part in learning institutions. Predicting student’s performance becomes more challenging due to the large volume of data in educational databases. The adoption of the educational data ...
  • A Model to Measure the Impact of Teacher-Student Communication and its Effects on the Educational Process 
    Hassan, Mohamed Ibrahim Alsaid; Supervisor, -Piet Kommers (Sudan University of Science & Technology, 2021-02-20)
    The revolutionary developments in the field of information and communication technology, especially the disciplines related to computers, mobile phones, and the Internet - have brought a renaissance in educational technology, ...
  • A Model for Evaluating the Quality of Online News Website 
    Gsmelsed, Hussein Ali Hussein; Supervisor, -Nisreen Beshir Osman (Sudan University of Science & Technology, 2021-02-22)
    Due to the increase in usage of the Internet in various areas of life such as education, health, government and business, and the great efforts of corporations to transfer their business to Internet sites in an effort to ...
  • Best Path Determination for Police Public Service Centers in Khartoum 
    Bahar, Mohamed Fathi; Supervisor, - Dieter Fritsch (Sudan University of Science & Technology, 2022-01-01)
    Location Based Services (LBS) are mobile services that have the capability to provide real time information based on the user’s location, Geographical Information System (GIS) has been the core of LBS in order to provide ...
  • A comparison of Improved Meta-Heuristic Optimisation Based Speech-Enhancement Systems 
    Taha, Taiser Mirgahni Fath Elrahman; Supervisor, -Amir Hussain (Sudan University of Science & Technology, 2021-02-26)
    Speech enhancement has become an area of interest to researchers in the field of machine learning as a result of the development of digital signal processing applications. The goal of speech enhancement is to increase the ...
  • اختبار علاقة النجاح في الرياضيات في الشهادة السودانية بالنجاح في المرحلة الجامعية 
    أحمد, وفاق عبدالرحيم عبدالعزيز; مشرف, -عزالدين محمد عثمان (جامعة السودان للعلوم والتكنولوجيا, 2021-04-13)
    ناقش هذا البحث تأثير أحد المواد الأساسية – مادة الرياضيات – في أداء الطالب في الجامعة لمختلف كليات جامعة السودان للعلوم التكنولوجيا للطلاب الذين تخرجوا في الاعوام من عام 2008م إلى عام 2016م.تم اختيار بيانات الطلاب الحاصلين ...
  • Prediction of Chronic Kidney Disease Using Data Mining Techniques 
    Karamalla, Rania Karamalla Ahmed; Supervisor, -Tallat Mohyeldin Wahbi (Sudan University of Science & Technology, 2021-01-26)
    Recently renal failure disease has spread widely all over the world, especially in Sudan, as indicated by the WHO reports. Therefore, it was necessary to use all available scientific methods to contribute in studying the ...
  • Development of Bayesian Optimization Convolutional Neural Network model for Face Age Estimation 
    Ahmed, Marwa Jamal Eldein Salih; Supervisor, -Serestina Viriri (Sudan University of Science & Technology, 2021-04-13)
    Age estimation of unrestricted imaging circumstances has attracted an augmented recognition as it is applicable in several real-world applications such as security control, multimedia communication, human computer interaction, ...

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