Master of Informatics: Recent submissions

  • Reliability Prediction from Early Software Development Life Cycle Phases 
    AL-Jundi, Mohammad (جامعة بوليتكنك فلسطين - معلوماتية, 2/1/2021)
    في هذه الأطروحة، تم اقتراح نموذج تنبؤ لاحتساب الأخطاء في المرحلتين الأوليين من دورة حياة تطوير البرمجيات، للسماح لمديري المشاريع باتخاذ القرار المناسب في الوقت المناسب. تستخدم هذه الأطروحة المقاييس الأكثر ارتباطاً بموثوقية ...
  • Reliability Prediction from Early Software Development Life Cycle Phases 
    AL-Jundi, Mohammad (جامعة بوليتكنك فلسطين - معلوماتية, 2/1/2021)
    في هذه الأطروحة، تم اقتراح نموذج تنبؤ لاحتساب الأخطاء في المرحلتين الأوليين من دورة حياة تطوير البرمجيات، للسماح لمديري المشاريع باتخاذ القرار المناسب في الوقت المناسب. تستخدم هذه الأطروحة المقاييس الأكثر ارتباطاً بموثوقية ...
  • Machine Learning Based Taxi Demand Prediction 
    Al-Aloul, Samah (جامعة بوليتكنك فلسطين - معلوماتية, 9/1/2020)
    Traffic is the pulse of any city that impacts the social, economic and healthy life of millions of people. Demand prediction, mainly taxi demand prediction, plays an important role in intelligent transportation systems in ...
  • Healing Environment in the Intensive Care Units: enhancing daylight and access to view, cases from Palestine 
    Amleh, Deema (جامعة بوليتكنك فلسطين - معماري, 12/1/2020)
    Daylight and access to outside views are key factors to improve the healing environment for patients in the intensive care unit (ICU), which decreases the incidence of delirium. This is essential as well to provide appropriate ...
  • ENHANCING ENERGY PERFORMANCE OF HIGHLY GLAZED FACADES 
    Hushlamoun, Sameeha (جامعة بوليتكنك فلسطين - معماري, 12/1/2020)
    The building envelope is the major component that protects the indoor environment against the outdoor atmosphere, and in particular, building facades technologies play a significant role in controlling the indoor thermo-visual ...
  • Using Reinforcement Learning to Learn Seega Board Game 
    Attawna, Mahdi (جامعة بوليتكنك فلسطين - معلوماتية, 8/1/2020)
    Computer games are one of the popular fields which use machine learning and artificial intelligence. Many of these games have a large search space, which makes them too vast for even supercomputers to brute force. Seega ...
  • Sentiment Analysis of News Headlines on Middle East in Arabic Media 
    Amro, Fedaa (جامعة بوليتكنك فلسطين - معلوماتية, 3/1/2019)
    Sentiment Analysis can be achieved using lexicons and machine learning methods to identify the sentiment of a content and opinion mining of a text. With the large amount of news being generated nowadays through various ...
  • Investigation and Improvement of the Assessment Metrics for Image Encryption 
    Amro, Zaher (جامعة بوليتكنك فلسطين - معلوماتية, 9/1/2019)
    The increasing interest in data security has led to the emergence of the security assessment metrics. These metrics work generally with stream data; they give a proper indication about the security level of their encryption ...
  • Using PSO and Weighted SVM to Enhance Imbalanced Data Classification 
    Hassouneh, Ghadeer (جامعة بوليتكنك فلسطين - معلوماتية, 8/1/2019)
    Different machine learning classifiers work well only when the training data is balanced. That is, when the number of positive examples is similar to the number of negative examples. If the training data is not balanced, ...
  • Academic Performance Prediction for Engineering Students using RBF-SVM Classification Model Case Study: PPU. 
    Abuzalata, Amal (جامعة بوليتكنك فلسطين - معلوماتية, 7/1/2019)
    ان عملية التنبؤ بأداء الطالب هي عملية صعبة ومليئة بالتحديات, وذلك يرجع الى كمية البيانات الكبيرة جدا والمخزنة في قواعد بيانات الجامعات والمؤسسات التعليمية. علم التنقيب عن البيانات يقوم بالبحث داخل قواعد البيانات هذه من أجل ...
  • Dynamic Energy-Efficient Routing Protocol for Wireless Sensor Networks 
    Amro, Dalia (جامعة بوليتكنك فلسطين - معلوماتية, 1/1/2019)
    Wireless sensor networks (WSNs) hold a group of spatial sensor nodes circulated to collect, monitor, record data which can be considered as an important data in critical areas that human cannot reach. The special ability ...
  • A selective format-complliant JPEG2000 image encryption 
    Natsheh, Sahar (Palestine Polytechnic University (PPU), 12/1/2018)
    يختلف تشفير الصور اختلافا كبيرا عن تشفير النص نظرا لسعة البيانات المجمعه والتكرار العالي للبيانات في الصور والارتباط العالي بين البيانات في الصورة زبالتالي يصعب استخدام الطرق التقليدية في تشفير الصور حيث ان التسلسلات ...
  • Design Optical Communication System and Transmission Video Signal through it 
    Abu Dawoud, Sawsan; al_Khayyat, Mervat (جامعة بوليتكنك فلسطين - اتمتة صناعية, 12/1/2009)
    This project aim to design and implement an optical communication system using fiber optic, this system consists of transmitter, receiver and the optical fiber as communication channel. In our system we will study ...
  • Social –Driven Agent Based Content Trust Model of Web Resources 
    Muhsen, Rami (جامعة بوليتكنك فلسطين - معلوماتية, 9/1/2013)
    The number of people using the Internet as a main source of information is constantly growing. And since the content of some of this information could be fraudulent or unreliable, the need for a method to determine its ...
  • Data Leakage/Loss Prevention (DLP) Systems Analysis and Solutions 
    Saleh, Yousef (جامعة بوليتكنك فلسطين - معلوماتية, 8/1/2015)
    Sensitive and confidential data is a requisite for most of the companies, so protection of this data takes great attention by company top management, administrators and IT managers. Data leakage causes negative impact on ...
  • A New Approach for QOS Based “Ant Colony Optimization” Routing Protocol In MANETs (QOS-Based ACO) 
    Shawer, Walla (جامعة بوليتكنك فلسطين - معلوماتية, 12/1/2015)
    t As the world tends to increase the use of the Mobile Ad hoc wireless Networks (MANETs), a very important challenging issue is to enhance the performance of the used routing protocols. Each of the routing protocols used ...
  • Protein Sequence Data: Laying the Mathematical Foundations to Derive Novel Descriptors 
    Kurar, Berat (جامعة بوليتكنك فلسطين - معلوماتية, 12/1/2015)
    Proteins’ structures and functions play key roles in organisms’ life. However, it is timely and costly to experimentally determine the attributes of protein sequences. There is a tremendous growth in the amount of available ...
  • Integrated Replication-Checkpoint Fault Tolerance Approach for Mobile Agents Systems 
    Sweiti, Suzanne (جامعة بوليتكنك فلسطين - معلوماتية, 12/1/2015)
    Mobile agents are executing software entities that are capable of migrating from server to server in heterogeneous networks on behalf of network users. Agent systems are subject to failures that result from bad communication, ...
  • Classification of Error Related Potential (ErrP) in P300-Speller 
    Isayed, Anwar (جامعة بوليتكنك فلسطين - معلوماتية, 7/1/2015)
    P300-Speller is one of the most popular paradigm for constructing Brain Computer Interface (BCI) system that allows subjects to type letters by focusing on a specific target on a computer screen. When BCI system recognises ...
  • A framework for securing web applications against injection attacks using Blockchain technology 
    Tmiezh, Mohammed (Palestine Polytechnic University - معلوماتية, 1/1/2018)
    Abstract Web-applications of today are data-intensive. These applications have databases that store large amount of data, using almost SQL databases. On the other hand, such databases su er from lack of security. One of ...

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