Opeyemi Abisoye

Opeyemi Abisoye
  • Lecturer at Federal University of Technology Minna

About

31
Publications
137,815
Reads
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183
Citations
Introduction
Current institution
Federal University of Technology Minna
Current position
  • Lecturer

Publications

Publications (31)
Article
Full-text available
Globally, recent research are focused on developing appropriate and robust algorithms to provide a robust healthcare system that is versatile and accurate. Existing malaria models are plagued with low rate of convergence, overfitting, limited generalization due to restriction to binary cases prediction, and proneness to local minimum errors in find...
Article
Full-text available
Distributed Denial of Service (DDoS) attacks has been one of the persistent forms of attacks on information technology infrastructure connected to public networks due to the ease of access to DDoS attack tools. Researchers have been able to develop several techniques to curb volumetric DDoS which overwhelms the target with a large number of request...
Conference Paper
Full-text available
Images are made up of many features on which the performance of the system used in processing them depends. Image pixel values are one of such important features which are often not considered. This study investigates the importance of image preprocessing using some calculated statistics on the pixels of skin images in classifying images using HAM1...
Conference Paper
Full-text available
—Sending and receiving e-mails have continued to take the lead being the easiest and fastest way of ecommunication despite the presence of other forms of ecommunication such as social networking. The rise in online transactions through email has globally contributed to the increasing rate of spam emails relatively which has been a major problem in...
Chapter
Full-text available
Data mining technique has been used to extract potentially useful knowledge from big data. However, data mining sometimes faces the issue of incorrect results which could be due to the presence of an outlier in the analyzed data. In the literature, it has been identified that the detection of this outlier could enhance the quality of the dataset. A...
Chapter
Recently, Face Morphing Attack Detection (MAD) has gained a great deal of attention as criminals have started to use freely and easily available digital manipulation techniques to combine two or more subject facial images to create a new facial image that can be viewed as an accurate image of any of the individual images that constitute it. Some of...
Conference Paper
Full-text available
Warts diseases are caused by virus within the Human Papilloma Virus Family (HPV). HPV are the cause of some types of cancer. Due to social stigma and the fact that warts never develop any symptoms until it full manifestation many patients seek medical treatment; The fast spread of warts disease due to skin-to-skin contact; Treatment are not cheap a...
Conference Paper
Full-text available
Cervical cancer is a malignant neoplasm arising from cells originating in the cervical uteri. Cervical cancer can be treated using Human Papilloma virus vaccine and carrying out regular pap test. The manual system contains large amount of errors by virtue of human decision, the visual screening is very demanding, tedious, and expensive in terms of...
Conference Paper
Full-text available
Epilepsy is a condition defined by the occurrence of epileptic seizures. An epileptic seizure is a brief episode of symptoms caused by abnormal electrical activities in the brain. A common way to treat epileptic seizure is the use of medication. When medication fails, surgery is usually the proposed but surgeries have been found to fail in numerous...
Article
Dynamics of Malaria parasite transmission is complex and been widely studied. Research is needed to find a subset of the original features, that will generates a classifier with the highest possible accuracy. Feature selection improves classifier performance; because some machine learning algorithms are known to degrade in performance when faced wi...
Conference Paper
Full-text available
Fall occurs as a result of lack of physical fitness or loses of stability. Many lives have been shortened or deformed due to the problem of fall. The morbidity and mortality resulted from this problem is very rampant among the age group of 65 and above.Many fall detection devices have poor notification mechanisms in terms of message alertness and p...
Conference Paper
Good health is one of the most important things in life. Several diseases affect the proper functioning of human's health; one of such common disease is malaria. Malaria is a leading public health problem in the developing countries and Nigeria, leading to high morbidity and mortality and huge cost for diagnosis, treatment and control. The insurgen...
Article
Full-text available
One of the most important things in life is health. Poor health condition affects one's life span and achievement; one of such common disease is malaria. Dynamics of Malaria parasite transmission is complex and been widely studied. Research is needed to understand the factors responsible for complexity of symptomatic malaria infection changes. Seve...
Conference Paper
Good health is one of the most important things in life. Several diseases affect the proper functioning of human’s health; one of such common disease is malaria. Malaria is a leading public health problem in the developing countries and Nigeria, leading to high morbidity and mortality and huge cost for diagnosis, treatment and control . The insurge...
Article
Full-text available
An Airline Reservation system is very important because it has the strong ability to reduce errors that might have occurred when using a manual system of reservation and helps speed up the boarding process. Overland Airways has an existing Airline Reservation System, but this paper analyzed the problems of the existing system. The problems are: ina...
Article
Full-text available
Outpatients receive medical treatment without being admitted to a hospital. They are not hospitalized for 24 hours or more but visits hospital, clinic or associated facility for diagnosis or treatment. So the problem of keeping their records for quick access by the management and provision of confidential, secure medical reports that facilitates pl...
Conference Paper
Full-text available
Strategies for fighting infectious disease rely on vector control, transmission blocking and medical assistance. Malaria is an infectious disease. According to World Health Organization 200 to 300 million of people are being affected with malaria every year and about 3 million people face fatal death yearly (WHO, 2013). This sporadic occurrence of...
Article
Full-text available
Web Based Career Guidance is very important to our Educational System. We have an existing Manual Career Guidance System with human counselors in charge, but this system is plagued with the following problems: few number of human counselors, unavailability of a counselor in a good number of schools, few number of counselors attending to students du...
Article
Full-text available
Web Based Career Guidance is very important to our Educational System. We have an existing Manual Career Guidance System with human counselors in charge, but this system is plagued with the following problems: few number of human counselors, unavailability of a counselor in a good number of schools, few number of counselors attending to students du...
Article
Full-text available
Platform Multicore Processor, Complex Programmable Logic Devices (CPLDs) Application-Specific Integrated Circuit (ASIC), Graphic Processing Unit(GPU), Vector Processor, Massively parallel processor (MPP), and Symmetric Multiprocessor (SMP) have become key components for dealing with parallel applications. Within parallel computing, there is a speci...
Article
Full-text available
Inventory is often the largest priced asset of a business after the fixed asset. Keeping the inventory also means keeping a tab on the realizable value, market value of all the stocks, stock in production and finished stock. This paper explores the challenges of manual inventory management system for supermarkets and infers solutions to the current...
Article
Full-text available
Many methods are available for finding x*E R n which minimizes the real value function f(x), some of which are Fibonacci Search Algorithm, Quadratic Search Algorithm, Convergence Algorithm and Cubic Search Algorithm. In this research work, existing algorithms used in single variable optimization problems are critically reviewed. The performance com...

Questions

Questions (2)
Question
Already,  the main dataset have has undergone training, testing and validation with optimization algorithm. To produce an hybridized model, can I still divide the optimal features into training, testing and validation.
Question
if possible. how will i go about it, if ANN is working already?

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