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Keyword: IT project
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Open AccessArticle
8 Pages, 1,359 KB Download PDF

Hybrid Machine Learning Model Performance in IT Project Cost and Duration Prediction

Advances in Science, Technology and Engineering Systems Journal, Volume 8, Issue 2, Page # 108–115, 2023; DOI: 10.25046/aj080212
Abstract:

Traditional project planning in effort and duration estimation techniques remain low to medium accurate. This study seeks to develop a highly reliable and efficient hybrid Machine Learning model that can improve cost and duration prediction accuracy. This experiment compared the performance of five machine learning models across three different datasets and six performance indicators. Then…

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(This article belongs to the SP14 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2022-23) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
10 Pages, 1,328 KB Download PDF

IT Project Management Models in an Era of Digital Transformation: A Study by Practice

Advances in Science, Technology and Engineering Systems Journal, Volume 7, Issue 2, Page # 53–62, 2022; DOI: 10.25046/aj070205
Abstract:

In 1998 we were talking about an NTIC era, and since the years 2010, we are tracing the beginning of a new era of technological development, called the era of digital transformation. During this new era companies have started to run towards the digitalization of their processes, which represent a large part of the market,…

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(This article belongs to Section Software Engineering in Computer Science (CSE))
Open AccessArticle
11 Pages, 1,187 KB Download PDF

The First Application of the Multistage One-Shot Decision-Making Approach to Reevaluate a Technology Project Decision Problem

Advances in Science, Technology and Engineering Systems Journal, Volume 8, Issue 2, Page # 97–107, 2023; DOI: 10.25046/aj080211
Abstract:

Decision-makers must make a suitable sequence of decisions under uncertainty in a relatively long period for particular projects and situations. Conventional decision-making approaches under uncertainty are based on expected utility theory and do not sufficiently reflect the one-time nature of decisions. Similarly, the conventional approaches do not adequately incorporate the decision-maker’s intuitions in the decision-analysis…

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(This article belongs to the SP14 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2022-23) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
6 Pages, 678 KB Download PDF

Towards Enterprise Technical Architecture for the Implementation of the South African NHI

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 2, Page # 724–729, 2020; DOI: 10.25046/aj050290
Abstract:

This paper provides an insight about the significance of the enterprise technical architecture (ETA) in enabling and supporting the implementation of the South African National Health Insurance (NHI). Design: Existing documentations from both academic and government domains were gathered, and analyzed using the hermeneutics technique, from the perspective of interpretivist approach. Based on the analysis,…

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(This article belongs to Section Information Systems in Computer Science (CIS))

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