Faculty of Computing and Information Management: Recent submissions
Now showing items 1-20 of 111
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Cybersecurity Assessment Model for Small and Medium Enterprises (Smes) E-commerce in Kenya
(Kca University, 2023)In Kenya, there has been a remarkable surge in the adoption of e-Commerce among Small and Medium Enterprises (SMEs), especially in the aftermath of the COVID-19 pandemic. This has seen several online stores developed and ... -
Prediction Of Scope Creep Factors In Software Projects Using Logistic Regression Analysis
(Kca University, 2023)Scope creep is a persistent challenge inherent in software project management that significantly affects the success of software projects. This study aimed to establish a logistic regression modelling strategy for assessing, ... -
A Time Series Model For Forecasting Lake Expansion: Case Study Of Lake Baringo
(KCA University, 2023)A flood is a natural disaster that refers to the temporal overflow of water on top of land that was previously not inhabited by water. It can be caused by too much precipitation or even outbursts of water reservoirs ... -
A Linear Regression Model For Predicting The Level Of Need For Social Protection In Kenya
(KCA University, 2023)This research delved into the complex dynamics of social disadvantage in Kenya, focusing on the nation's unique social protection needs. Using the Kenya Integrated Household Budget Survey (KIHBS), we explored factors ... -
A Model for Predicting Traffic Congestion Using Deep Learning Algorithm: Case of Nairobi Metropolitan
(KCA University, 2023)Traffic congestion is a widespread problem that plagues urban transportation systems, causing delays, increased fuel consumption, and environmental pollution. Addressing this issue requires accurate prediction of traffic ... -
A Crypto-ransomware Detection Model For The Pre-encryption Stage Using Random Forest Algorithm
(KCA University, 2022)Cryptographic ransomware is a challenging cybersecurity threat that encrypts the victim's files and demands a ransom in exchange for the decryption key. Traditional signature-based protection methods, such as antivirus and ... -
Machine Learning Model For Classifying Fake News In Kenya
(KCA University, 2022)The revolution in the digital age to the information age to the growth of social networks into go-to news sources and primary information pools has seen a change in the conventional approach to political information ... -
Distributed Load Balancing Orchestration Using Software Defined Networks (SDN) Technique
(KCA University, 2016)Load balancing has been a challenge in large scale networks that process a lot of traffic and more so if access to the data is centralized. In best practice, user requests from multiple locations would require to have ... -
A System Dynamics Model Of The Impact Of E-health Systems On Cervical Cancer Vaccination In Kenya
(KCA University, 2019)Cervical cancer is the second most regular disease among women of conceptive age in Kenya. It has one of the most astounding rates and mortality cases in Kenya. This is in spite of a ton of noticeable quality being put ... -
Deep Learning Model For Predicting Sorghum Yield: A Case Of Kisumu County
(KCA University, 2021)Agriculture is said to be the backbone of Kenya’s economy contributing to over 20% of the country’s Gross Domestic Product (GDP). More than 40% of the country’s population are employed by the agricultural sector and ... -
Regression Model For Predicting Breast Cancer Patients Using Integrated Genomic Data In Kenya: A Case Of Kenyatta National Hospital
(KCA University, 2021)Cancer has been characterized as a heterogeneous disease which has caused havoc worldwide with the increasing deaths related to cancer. The early diagnosis and prognosis of a cancer type have become a necessity in ... -
Framework For Effective E-waste Management In Government Of Kenya: A Case Study Of The Ministry Of Ict, Innovation & Youth Affairs
(KCA University, 2021)With the rapid developments in technology, electrical and electronic equipment tend to have a shorter economic life and today people are faced with a new type of waste called electronic waste (Didem & Kiraz, 2019a) . ... -
A Model For Predicting Students Academic Performance In Public Secondary Schools In Kitui West Constituency
(KCA University, 2021)In the present era of data deluge, institutions have accumulated huge amounts of data in their databases. Educational institutions all over the world are not an exception, having as well accumulated large amounts of ... -
A Predictive Model For Quality-assurance In Normal Learning Through Students Feedback In Kiambu Technical Colleges
(KCA University, 2021)Quality assurance (QA) in any technical college requires monitoring and evaluation for quality learning. Feedback from students when adopted can promote QA to ensure the learning environment is enhanced continuously ... -
Digital Forensics Framework For Combating Cyber-crime
(KCA University, 2022)Offenders use digital devices and networks to facilitate their crimes and hide their identities, Information technology systems are attacked creating new challenges for digital investigators. Malicious programs that ... -
Credit Risk Assessment Model Using Machine Learning
(KCA University, 2022)An individual's creditworthiness is quantified by their credit score, which is based on their credit history. Credit ratings are used by financial companies to distinguish between debtors who will fulfill their obligations ... -
A Model For Evaluating The Efficacy Of E-learning In Higher Educational Institutions Using Educational Data Mining
(KCA University, 2022)Educational Data Mining (EDM) and Learning Analytics (LA) play a key role in developing methods for discovering student learning patterns and behaviors by interrogating this robust set of data now available in learning ... -
A Model To Mitigate Security Vulnerability Of Live Migration In Virtualization
(KCA University, 2018)The concept of a virtual machine is not new as its popularity and usage has increased overtime. Live migration is a feature in virtual machine that allows resources from one physical server to be moved to another with ... -
An APN Authentication Model For A Secure Enterprise Wireless Local Area Network
(KCA University, 2021)The Use of Wireless Networks is on the rise and many organizations are deploying WLANs to support their critical business applications. With the rising demand and use of wireless local area networks and the subsequent ... -
A System Dynamics Model For Credit Risk Modelling And Simulation: The Case Of Licensed Credit Reference Bureaus In Kenya
(KCA University, 2021)Credit risk modelling and analysis are needed in finance and have over many years become active parts of research, motivating statistical modelling. Because of the high numbers of borrowers who fail to fulfil their ...
