Browsing PhD and MSc Theses- Faculty of Information Technology by Title
Now showing items 85-104 of 124
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Large-Scale Arabic Text Classification Using MapReduce
(الجامعة الإسلامية - غزة, 2015)Text classification on large-scale real documents has become one of the most core problems in text mining. For English and other languages many text classification works have been done with high performance. However, Arabic ... -
Learning Concept Drift Using Adaptive Training Set Formation Strategy
(the islamic university, 2011)We live in a dynamic world, where changes are a part of everyday ‘s life. When there is a shift in data, the classification or prediction models need to be adaptive to the changes. In data mining the phenomenon of change ... -
LSBs Steganography Based on R-Indicator
(الجامعة الإسلامية - غزة, 2017)Steganography is the art and science of hiding secret data inside other data called the cover data. This makes it hard to detect the existence of the secret data by third parties. There are different models of carrier that ... -
Malware Detection Based on Permissions on Android Platform Using Data Mining
(الجامعة الإسلامية - غزة, 2016)With the spreading of smart mobile devices to nearly every person, Android Operating System is dominating the mobile’s operating systems. Due to the weak policy of submitting application to Google Play store, attackers ... -
“Mapping Microblogs into A Network of Topics: A case study on Microblogs generated in learning Activities
(الجامعة الإسلامية - غزة, 2015)Microblogging– a kind of blogging where users publish snippets of information about their daily activities and thoughts over the Internet– has quickly become popular during the last few years. On Twitter as an example of ... -
Medical Image Retrieval Based on Gray Cluster Co-occurrence Matrix and Edge Strength Levels
(الجامعة الإسلامية - غزة, 2016)In Content Based Image Retrieval (CBIR), the objective is to query image databases in order to retrieve images with specific desired meaningful features. Important types of features include texture features and shape ... -
medium - term forecasting for municipal water demand and revenue ( khan younis city as a a case study
(الجامعة الإسلامية - غزة, 2018) -
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 ... -
Melanoma Detection Using Mobile Technology and Feature-Based Classification Techniques
(الجامعة الإسلامية - غزة, 2014)Melanoma is one of the most dangerous types of skin cancer in terms of the ratio of death cases. Probability of death increases when it is diagnosed late. However, it is possible to treat melanoma successfully when diagnosed ... -
Network Intrusion Detection Using One-Class Classification Based on Standard Deviation of Service's Normal Behavior
(الجامعة الإسلامية - غزة, 2015)Computer networks and internet have been increasingly used in our daily life. Due to the explosive growth of network attacks, network intrusion detection systems (NIDS) have become an essential network component which plays ... -
New Method to Detect Text Fabrication in Scanned Documents
(الجامعة الإسلامية - غزة, 2015)In our life, we rely on the documents and papers almost in all transaction areas, and with the importance of these documents, there is a new crime appeared in the society called, documents forgery, and it is one of the ... -
New Method to Improve Mining of Multi-Class Imbalanced Data
(the islamic university, 2012)Class imbalance is one of the challenging problems for data mining and machine learning techniques. The data in real-world applications often has imbalanced class distribution. That is occur when most examples are belong ... -
Ontology-Based Arabic Documents Classification
(الجامعة الإسلامية - غزة, 2015)Automatic documents classification is an important task due to the rapid growth of the number of electronic documents. Classification aims to assign the document to a predefined category automatically based on its contents. ... -
Ontology-Based Approach for Diagnosing Date Palm Diseases
(الجامعة الإسلامية - غزة, 2015)Date Palm is one of the oldest fruit trees in the world and is deeply rooted in the economics, history and culture in the Arab world. Because of its economic and social importance, date palm has a high research priority ... -
Optimum Automated Procedures for Detecting and Mining Microscopic Urine Particles
(الجامعة الإسلامية - غزة, 2012)Urine analysis reveals the presence of many problems and diseases in human body. Manual microscopic urine analysis is time consuming, subjective to human observation, and causes mistakes. Computer aided automatic microscopic ... -
Optimum Feature Selection for Recognizing Objects from Satellite Imagery Using Genetic Algorithm
(الجامعة الإسلامية - غزة, 2015)Object recognition is a research area that aims to associate objects to categories or classes. Usually recognition of object specific geospatial features, as building, tree, mountains, roads, and rivers from high-resolution ... -
Parallel Text Classification Applied to Large Scale Arabic Text
(الجامعة الإسلامية - غزة, 2017) -
Predicting Lecturer’s Performance Using Datamining Techniques Based on Lecturer’s Characteristics and Historical Student Evaluation of Lecturer
(الجامعة الإسلامية - غزة, 2016)Abstract One of the most expensive resources in the higher educational process is lecturers, so most of the educational institutes spend a lot of effort and consume the HR resources to allocate the best lecturer to their ... -
Prediction Model Based on Time Series for Chloride and Nitrate Concentration in Municipal Groundwater Wells in Gaza Strip
(الجامعة الإسلامية - غزة, 2017) -
Real Time Cost Effective Of People Tracking System
(الجامعة الإسلامية - غزة, 2015)The wide coverage of mobile and satellite network leads to various useful applications that increase the convenience of our daily life. One of such applications is people tracking or positioning system. The real time ...