Faculty of Information Technology
Recent Submissions
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ROMOR Project Summary
(2019-12)The scientific research and associated development in Palestine has gained a considerable attention in the past few years. However, the access to the research output has been severely limited due to the primitive current ... -
Medium-term forecasts for groundwater production and rainfall amounts (Deir El-Balah City as a case study)
(Springer Science and Business Media LLC, 2020-09)Forecasting is a data mining technique which benefits from a variety of time series data sources to extract actual value from historical data and helps business decision-makers in effective planning. An increase in demand ... -
UAV Detection Model Using Histogram of Oriented Gradients and SVM
(الجامعة الإسلامية بغزة, 2019-12)Object detection is a well-known challenge in computer vision, and this challenge becomes more complicated especially when the object of interest occupies a small portion of the field of view, possibly moving within complex ... -
An Approach for Enhancing Drug Dispensing Process Using Mixed Reality Based on Microsoft HoloLens
(الجامعة الإسلامية بغزة, 2019-05)Nowadays, technology is used in every aspect of our life, leading us to a new comfortable world. Technology is considered as the key of modernity of any field of our life. Every department of pharmacy uses many types of ... -
Automation of Field Training Process for Senior Students at ITF - IUG
(2020-08-18)There are many barriers and problems in manual systems. Such as timeconsuming and costly to produce reports. One of these systems is the training system at the information technology (IT) faculty at the Islamic University ... -
A Mixed Reality based Approach for Enhancing Drug Dispensing Process using Microsoft HoloLens
(Available at SSRN 3648492, 2020-07-13)Technology is considered as the key of modernity of any field of our life. Every department of pharmacy uses many types of modern technologies, starting from drug design to drug clinical studies to industrial pharmacy and ... -
Medium‑term forecasts for salinity rates and groundwater levels
(Springer Science and Business Media LLC, 2020-07-25)An increase in demand for groundwater associated with uncontrolled consumption has led to the depletion of groundwater wells. As a result, the mixing of seawater with groundwater increases the salinity rates, especially ... -
ICMPv6-Based DoS and DDoS Attacks and Defense Mechanisms: Review
(Informa UK Limited, 2017-07-04)The number of internet users and devices that are in need for more IP addresses to be assigned to them is rapidly increasing. A new protocol named IPv6 was developed in 1998 to overcome the addressing issue and to improve ... -
Detecting and Counting People Faces in Images Using Deep Learning Approach
(الجامعة الإسلامية بغزة, 2019-12)Computer vision has received increased attention in recent years. Researchers have made remarkable advancement in the field of computer vision. Computer vision applications include object detection and image classification. ... -
Breast Cancer Severity Degree Predication Using Deep Learning Techniques
(ScopeMed Publishing, 2020-03-01)Breast cancer is one of the most common types of cancer most often affecting women. It is a leading cause of cancer death in less developed countries. Thus, it is important to characterize the severity of the disease as ... -
LSTM-CNN Deep Learning Model for Sentiment Analysis of Dialectal Arabic
(Springer Science and Business Media LLC, 2019)In this paper we investigate the use of Deep Learning (DL) methods for Dialectal Arabic Sentiment Analysis. We propose a DL model that combines long-short term memory (LSTM) with convolutional neural networks (CNN). The ... -
ArbDialectID at MADAR Shared Task 1: Language Modelling and Ensemble Learning for Fine Grained Arabic Dialect Identification
(Association for Computational Linguistics, 2019-08)In this paper, we present a Dialect Identification system (ArbDialectID) that competed at Task 1 of the MADAR shared task, MADARTravel Domain Dialect Identification. We build a course and a fine-grained identification model ... -
Template based Medical Reports Summarization
(Foundation of Computer Science, 2018-02-15)The torrential information in the medical records is considered a great problem because it difficult to distinguish the needed and necessary information from the huge quantity of data. As a result, the importance of ... -
Feature-Based Opinion Summarization for Arabic Reviews
(Institute of Electrical and Electronics Engineers (IEEE), 2018-11)Opinion mining applications work with a large number of opinion holders. This means a summary of opinions is important so we can easily interpret holders' opinions. The aim of this paper is to provide a feature-based ... -
Breast Cancer Severity Degree Predication Using Data Mining Techniques in the Gaza Strip
(Institute of Electrical and Electronics Engineers (IEEE), 2018-10)Data mining has become a fundamental methodology for computing applications in the domain area of medicine. Data mining is defined as the procedure that finds the valuable data from raw information sets by investigating ... -
A Comparative Study of DCT and DWT Image Compression Techniques combined with Huffman coding
(ScopeMed Publishing, 2019-08)Image compression techniques have been widely used to store and transmit data which requires storage space and high transfer speed. The explosive growth of high-quality photos leads to the requirement of efficient technique ... -
Ad Campaigns Generation Using Deep Learning Approach
(الجامعة الإسلامية بغزة, 2019-04)An advertising campaign is a set of advertising messages that related to each others. It identifies the message of promotion of a brand, a product, or a service. Campaigns usually use multiple media to promote the product ... -
A New Approach Based on Soft Frequent Pattern Mining for Detecting Significant Events in Arabic Microblogs
(الجامعة الإسلامية بغزة, 2018-08)Recently, Microblogs have become the new communication medium between users. It allows millions of users to post and share content of their own activities, opinions about different topics. Posting about occurring real-world ... -
Medium-Term Forecasting for Rain Amounts and Groundwater Production (Dear El-Balah City as A Case Study)
(الجامعة الإسلامية بغزة, 2018-09)Forecasting is a data mining technique which benefits from numerous sources of time-series data to derive value from historical data and helps business decision-makers for effective planning. Groundwater is the main water ... -
Performance Evaluation of RESTful Web Services for Mobile Devices
(2010)Smart Mobile devices and web services are becoming very popular. Mobile devices are physically constrained devices; low processor speed, limited memory, limited battery, and slow intermit wireless connection. This implies ...
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