Mohamed Ahmed Hamada

International IT University · information systems

Tables are everywhere, from scientific journals, papers, websites, and newspapers all the way to items we buy at the supermarket. Detecting them is thus of utmost importance to automatically understanding the content of a document. The performance of table detection has substantially increased thanks to the rapid development of deep learning networ...

In the current business environment, where the customer is the primary focus, effective communication between marketing and senior management is vital for success. Effective customer profiling is a cornerstone of strategic decision-making for digital start-ups seeking sustainable growth and customer satisfaction. This research investigates the clus...

In an increasingly customer-centric business environment, effective communication between marketing and senior management is crucial for success. With the rise of globalization and increased competition, utilizing new data mining techniques to identify potential customers is essential for direct marketing efforts. This paper proposes a data mining...

Tables are everywhere, from scientific journals, papers, websites, and newspapers all the way to items we buy at the supermarket. Detecting them is thus of utmost importance to automatically understanding the content of a document. The performance of table detection has substantially increased thanks to the rapid development of deep learning networ...

The Big Data-driven economy has emerged, and data is known as the new petroleum of the current century. Big Data (BD) analytics can play an essential role in building a self-sustainable competitive advantage for the pharmaceutical industry by feeding pharmaceutical drug corporations with different directions, patterns, and behaviours of the health’...

Many computer systems for calculating the proper organization of memory are among the most critical issues. Using a tier cache memory (along with branching prediction) is an effective means of increasing modern multi-core processors' performance. Designing high-performance processors is a complex task and requires preliminary verification and analy...

Software projects have a probability of high failure rates that appear to linger around 60% for significant IT projects. Estimating time and project schedule are crucial tasks and extremely influence the project outcomes. Artificial Intelligence now can provide multiple solutions for most problems of software projects. This article aims to develop...

Many computer systems for calculating the proper organization of memory are among the most critical issues. Using a tier cache memory (along with branching prediction) is an effective means of increasing modern multi-core processors' performance. Designing high-performance processors is a complex task and requires preliminary verification and analy...

This article considers the task of handwritten text recognition using attention-based encoder–decoder networks trained in the Kazakh and Russian languages. We have developed a novel deep neural network model based on a fully gated CNN, supported by multiple bidirectional gated recurrent unit (BGRU) and attention mechanisms to manipulate sophisticat...

Artificial intelligence can now provide more solutions for different problems, especially in the medical field. One of those problems is the lack of answers to any given medical/health-related question. The Internet is full of forums that allow people to ask some specific questions and get great answers for them. Nevertheless, browsing these questi...

This research approaches the task of handwritten text with attention encoder-decoder networks that are trained on Kazakh and Russian language. We developed a novel deep neural network model based on Fully Gated CNN, supported by Multiple bidirectional GRU and Attention mechanisms to manipulate sophisticated features that achieve 0.045 Character Err...

Artificial intelligence can now provide more solutions for different problems, especially in the medical field. One of those problems the lack of answers to any given medical/health-related question. The Internet is full of forums that allow people to ask some specific questions and get great answers for them. Nevertheless, browsing these questions...

Agriculture is one of the oldest economic aspects of human civilisation, and it is still undergoing a dynamic makeover in the course of the application of IT innovative mechanisms in farming methodology. Remote sensing has vied a significant role in crop classification, crop health and yield assessment. Multispectral remote sensing plays a vital ro...

Several studies have been published to analyze different approaches to traditional text classification methods. Most of these studies cover the application of certain methods of semantic terminology to textual classification to a certain extent. However, they are not specifically aimed at the classification algorithms for semantic text and their ad...

Software projects encompass many challenges and difficulties with high risks of such projects end in failure. Really, Software projects have high failure rates, they appear to linger around 65% for major projects. Concurrently, project cost estimation is considering one of the main development activities which occurs the failure of software project...

The Egyptian national innovation ecosystem is not serving the economic development well. Although, there are some activities that have been spent in establishing the national innovation ecosystem but the results were not as predicted. Academia entities-that are called the innovation factory-are working in isolated islands. Additionally, industrial...

Enterprise Resource Planning (ERP) systems are integrated enterprise system that span the business modules (e.g., inventory management, customer order management, production planning and management, distribution, accounting, human resource management) and encompass all data of business organization into a single place to facilitate the access of da...

Information Technology (IT) projects have high failure rates, lots of researches discussed IT projects failures and listed a huge number of failure reasons, despite that IT projects still have considerably high failure rates. This research investigates the origin of the failures as a new approach to decrease the failure probability of IT projects....

IS projects comprise many challenges and difficulties with high risks of such projects end in failure. Really, IS projects have high failure rates; they appear to linger around 65% for major IS projects and the high failure rates of IS projects is considering a major problem because the occurrence of enormous costs and losses. Concurrently, project...