Search Results - "Dada, Emmanuel Gbenga"

Progress on Artificial Neural Networks for Big Data Analytics: A Survey by Chiroma, Haruna, Abdullahi, Usman Ali, Abdulhamid, Shafi'i Muhammad, Abdulsalam Alarood, Ala, Gabralla, Lubna A., Rana, Nadim, Shuib, Liyana, Targio Hashem, Ibrahim Abaker, Gbenga, Dada Emmanuel, Abubakar, Adamu I., Zeki, Akram M., Herawan, Tutut

“…Approximately 2.5 quintillion bytes of data are emitted on a daily basis, and this has brought the world into the era of "big data." Artificial neural networks…”
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Metaheuristic algorithms for PID controller parameters tuning: review, approaches and open problems by Joseph, Stephen Bassi, Dada, Emmanuel Gbenga, Abidemi, Afeez, Oyewola, David Opeoluwa, Khammas, Ban Mohammed

“…The simplicity, transparency, reliability, high efficiency and robust nature of PID controllers are some of the reasons for their high popularity and…”
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Exploring machine learning: a scientometrics approach using bibliometrix and VOSviewer by Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga

“…Machine Learning has found application in solving complex problems in different fields of human endeavors such as intelligent gaming, automated transportation,…”
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Machine learning for email spam filtering: review, approaches and open research problems by Dada, Emmanuel Gbenga, Bassi, Joseph Stephen, Chiroma, Haruna, Abdulhamid, Shafi'i Muhammad, Adetunmbi, Adebayo Olusola, Ajibuwa, Opeyemi Emmanuel

“…The upsurge in the volume of unwanted emails called spam has created an intense need for the development of more dependable and robust antispam filters…”
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A Novel Data Augmentation Convolutional Neural Network for Detecting Malaria Parasite in Blood Smear Images by Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga, Misra, Sanjay, Damaševičius, Robertas

“…Malaria fever is a potentially fatal disease caused by the Plasmodium parasite. Identifying Plasmodium parasites in blood smear images can help diagnose…”
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Detecting cassava mosaic disease using a deep residual convolutional neural network with distinct block processing by Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga, Misra, Sanjay, Damaševičius, Robertas

“…For people in developing countries, cassava is a major source of calories and carbohydrates. However, Cassava Mosaic Disease (CMD) has become a major cause of…”
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Computer-aided diagnosis of breast cancer from mammogram images using deep learning algorithms by Dada, Emmanuel Gbenga, Oyewola, David Opeoluwa, Misra, Sanjay

“…Even though accurate detection of dangerous malignancies from mammogram images is mostly dependent on radiologists' experience, specialists occasionally differ…”
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Ensemble machine learning algorithm for cost-effective and timely detection of diabetes in Maiduguri, Borno State by Dada, Emmanuel Gbenga, Birma, Aishatu Ibrahim, Gora, Abdulkarim Abbas

“…Diabetes is a serious medical condition that severely hinders the body's ability to produce or properly regulate insulin, leading to detrimental carbohydrate…”
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A Light Gradient-Boosting Machine algorithm with Tree-Structured Parzen Estimator for breast cancer diagnosis by Omotehinwa, Temidayo Oluwatosin, Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga

“…Breast cancer is a common and potentially life-threatening disease. Early and accurate diagnosis of breast cancer is crucial for effective treatment and…”
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Application of Deep Learning Techniques and Bayesian Optimization with Tree Parzen Estimator in the Classification of Supply Chain Pricing Datasets of Health Medications by Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga, Omotehinwa, Temidayo Oluwatosin, Emebo, Onyeka, Oluwagbemi, Olugbenga Oluseun

“…From the development and sale of a product through its delivery to the end customer, the supply chain encompasses a network of suppliers, transporters,…”
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Ensemble Machine Learning for Monkeypox Transmission Time Series Forecasting by Dada, Emmanuel Gbenga, Oyewola, David Opeoluwa, Joseph, Stephen Bassi, Emebo, Onyeka, Oluwagbemi, Olugbenga Oluseun

“…Public health is now in danger because of the current monkeypox outbreak, which has spread rapidly to more than 40 countries outside of Africa. The growing…”
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A novel hybrid walk-forward ensemble optimization for time series cryptocurrency prediction by Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga, Ndunagu, Juliana Ngozi

“…Cryptocurrency is an advanced digital currency that is secured by encryption, making it nearly impossible to forge or duplicate. Many cryptocurrencies are…”
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Key factors influencing students’ academic performance by Suleiman, Ibrahim Baba, Okunade, Oluwasogo Adekunle, Dada, Emmanuel Gbenga, Ezeanya, Uchenna Christiana

“…Academic achievement is a multifaceted outcome influenced by a multitude of factors spanning across educational, socioeconomic, and individual characteristics…”
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Facial Emotion Recognition and Classification Using the Convolutional Neural Network-10 (CNN-10) by Dada, Emmanuel Gbenga, Oyewola, David Opeoluwa, Joseph, Stephen Bassi, Emebo, Onyeka, Oluwagbemi, Olugbenga Oluseun

“…The importance of facial expressions in nonverbal communication is significant because they help better represent the inner emotions of individuals. Emotions…”
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Using Deep 1D Convolutional Grated Recurrent Unit Neural Network to Optimize Quantum Molecular Properties and Predict Intramolecular Coupling Constants of Molecules of Potential Health Medications and Other Generic Molecules by Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga, Emebo, Onyeka, Oluwagbemi, Olugbenga Oluseun

“…A molecule is the smallest particle in a chemical element or compound that possesses the element or compound’s chemical characteristics. There are numerous…”
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Predicting COVID-19 Cases in South Korea with All K-Edited Nearest Neighbors Noise Filter and Machine Learning Techniques by Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga, Misra, Sanjay, Damaševičius, Robertas

“…The application of machine learning techniques to the epidemiology of COVID-19 is a necessary measure that can be exploited to curtail the further spread of…”
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Optimizing sentiment analysis of Nigerian 2023 presidential election using two-stage residual long short term memory by Oyewola, David Opeoluwa, Oladimeji, Lawal Abdullahi, Julius, Sowore Olatunji, Kachalla, Lummo Bala, Dada, Emmanuel Gbenga

“…Sentiment analysis is the process of recognizing positive or negative attitudes in text. This technique makes use of computational linguistics, text analysis,…”
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COVID-19 Risk Factors, Economic Factors, and Epidemiological Factors nexus on Economic Impact: Machine Learning and Structural Equation Modelling Approaches by David Opeoluwa Oyewola, Dada, Emmanuel Gbenga, Ndunagu, Juliana Ngozi, Abubakar Umar, Terrang, S.A, Akinwunmi

“…Since the declaration of COVID-19 as a global pandemic, it has been transmitted to more than 200 nations of the world. The harmful impact of the pandemic on…”
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Predicting protein secondary structure based on ensemble Neural Network by Dada, Emmanuel Gbenga, Oyewola, David Opeoluwa, Yakubu, Joseph Hurcha, Fadele, Ayotunde Alaba

“…Protein structure prediction is very vital to innovative process of discovering new medications based on the knowledge of a biological target. It is also…”
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A new auditory algorithm in stock market prediction on oil and gas sector in Nigerian stock exchange by Oyewola, David O., Ibrahim, Asabe, Kwanamu, Joshua.A., Dada, Emmanuel Gbenga

“…Stock market prediction is the process of forecasting future prices of stocks. Stock market prediction is a challenging process as a result of uncertainties…”
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