Justice Kwame Appati

Justice Kwame Appati is a lecturer in the School of Physical and Mathematical Science (SPMS) and the Department of Computer Science. He began his teaching career at Kwame Nkrumah University of Science and Technology in Kumasi as a graduate assistant and then later moved to the University of Ghana in 2017 as a lecturer. Justice earned a PhD, in Applied Mathematics from Kwame Nkrumah University Science and Technology in 2016. He also graduated in 2010 and 2013 with a BSc. Mathematics and MPhil Applied Mathematics from the same institution. His current research includes data science, mathematical intelligence, image processing and scientific computing, He has singly and jointly supervised undergraduate and postgraduate students from Kwame Nkrumah University of Science and Technology (KNUST), National Institute of Mathematical Sciences (NIMS), African Institute of Mathematical Sciences (AIMS) and the University of Ghana. Currently, Justice handles course like Design and Analysis of Algorithm, Artificial Intelligence, Formal Methods and Computer Vision. He looks forward to working with everyone interested in his field of study more especially, Intelligence and Data Science.

Publications

A Deep Learning Approach for Loan Default Prediction Using Imbalanced Dataset
Ebenezer Owusu, Richard Quainoo, Solomon Mensah, Justice Kwame Appati. © 2023. 16 pages.
Lending institutions face key challenges in making accurate predictions of loan defaults. Large sums of money given as loans are defaulted and this causes a substantial loss in...
Supervised Machine Learning Methods for Cyber Threat Detection Using Genetic Algorithm
Daniel K. Gasu, Winfred Yaokumah, Justice Kwame Appati. © 2023. 24 pages.
Security threats continue to pose enormous challenges to network and applications security, particularly with the emerging IoT technologies and cloud computing services. Current...
Profile Clone Detection on Online Social Network Platforms
Anthony Doe Eklah, Winfred Yaokumah, Justice Kwame Appati. © 2023. 27 pages.
Successful profile cloning attacks have far-reaching consequences for the victims. People whose profiles are cloned suffer defamation, mistrust, loss of job, interdiction, public...
Intelligent Models for Stock Price Prediction: A Comprehensive Review
Kwabena Ansah, Ismail Wafaa Denwar, Justice Kwame Appati. © 2022. 17 pages.
Prediction of the stock price is a crucial task as predicting it may lead to profits. Stock price prediction is a challenge owing to non-stationary and chaotic data. Thus, the...
A Systematic Review of Fingerprint Recognition System Development
Justice Kwame Appati, Prince Kofi Nartey, Winfred Yaokumah, Jamal-Deen Abdulai. © 2022. 17 pages.
Biometric authentication is gaining ground in security-related issues in business, corporate management, and other settings. A considerable amount of research has been conducted...
Primary Mobile Image Analysis of Human Intestinal Worm Detection
Justice Kwame Appati, Winfred Yaokumah, Ebenezer Owusu, Paul Nii Tackie Ammah. © 2022. 16 pages.
One among a lot of public health concerns in rural and tropical areas is the human intestinal parasite. Traditionally, diagnosis of these parasites is by visual analysis of stool...
Network Intrusion Detection in Internet of Things (IoT): A Systematic Review
Winfred Yaokumah, Richard Nunoo Clottey, Justice Kwame Appati. © 2021. 17 pages.
The open nature of the internet of things network makes it vulnerable to cyber-attacks. Intrusion detection systems aid in detecting and preventing such attacks. This paper...
Performance and Applicability of Transfer Learners for Cocoa Swollen Shoot Detection
Justice Kwame Appati. © 2021. 10 pages.
An accurate and reliable cocoa swollen shoot disease diagnosis is the desire of traditional farmers with low-resolution smart devices. In this study, an efficient cocoa swollen...
Construction of an Ensemble Scheme for Stock Price Prediction Using Deep Learning Techniques
Justice Kwame Appati, Ismail Wafaa Denwar, Ebenezer Owusu, Michael Agbo Tettey Soli. © 2021. 24 pages.
This study proposes a deep learning approach for stock price prediction by bridging the long short-term memory with gated recurrent unit. In its evaluation, the mean absolute...
A Review of Image Analysis Techniques for Adult Content Detection: Child Protection
Justice Kwame Appati, Kennedy Yaw Lodonu, Richmond Chris-Koka. © 2021. 20 pages.
The fast growth of internet access globally without boundary has led to some negative impacts among children who are exposed to pornographic contents daily. Many parental control...
Validation of Performance Homogeneity of Chan-Vese Model on Selected Tumour Cells
Justice Kwame Appati, Franklin Iron Badzi, Michael Agbo Tettey Soli, Stephane Jnr Nwolley, Ismail Wafaa Denwar. © 2021. 17 pages.
This study aims to analyze the Chan-Vese model's performance using a variety of tumor images. The processes involve the tumors' segmentation, detecting the tumors...
Implementation of an H-PSOGA Optimization Model for Vehicle Routing Problem
Justice Kojo Kangah, Justice Kwame Appati, Kwaku F. Darkwah, Michael Agbo Tettey Soli. © 2021. 15 pages.
This work presents an ensemble method which combines both the strengths and weakness of particle swarm optimization (PSO) with genetic algorithm (GA) operators like crossover and...
Machine Learning Methods for Detecting Internet-of-Things (IoT) Malware
Winfred Yaokumah, Justice Kwame Appati, Daniel Kumah. © 2021. 18 pages.
This study aims to analyze the performance of machine learning models for detecting Internet of Things malware utilizing a recent IoT dataset. Experiments on the IoT dataset were...
A Review of Computational Intelligence Models for Brain Tumour Classification and Prediction
Justice Kwame Appati, Godfred Akwetey Brown, Michael Agbo Tettey Soli, Ismail Wafaa Denwar. © 2021. 22 pages.
This review aims to systematically analyze ML models from four aspects: type of ML technique, estimation accuracy, model comparison, and estimation context. A systematic...
Evaluation of Data Imbalance Algorithms on the Prediction of Credit Card Fraud
Godlove Otoo, Justice Kwame Appati, Winfred Yaokumah, Michael Agbo Tettey Soli, Stephane Jnr Nwolley, Julius Yaw Ludu. © 2021. 26 pages.
Credit card fraud has been on the rise for some years now after the introduction of card payment systems. To curb this menace, computational methods have been proposed....
Modelling and Evaluation of Network Intrusion Detection Systems Using Machine Learning Techniques
Richard Nunoo Clottey, Winfred Yaokumah, Justice Kwame Appati. © 2021. 19 pages.
This study aims at modelling and evaluating the performance of machine learning techniques on a recent network intrusion dataset. Five machine learning algorithms, which include...