Enhancing the random forest model via synthetic minority oversampling technique for credit-card fraud detection

FO Aghware, AA Ojugo, W Adigwe… - Journal of …, 2024 - dl.futuretechsci.org
Fraudsters increasingly exploit unauthorized credit card information for financial gain,
targeting un-suspecting users, especially as financial institutions expand their services to …

Strategic Feature Selection for Enhanced Scorch Prediction in Flexible Polyurethane Form Manufacturing

F Omoruwou, AA Ojugo… - Journal of Computing …, 2024 - dl.futuretechsci.org
The occurrence of scorch during the production of flexible polyurethane is a significant issue
that negatively impacts foam products' resilience and generally jeopardizes their integrity …

BEHeDaS: A Blockchain Electronic Health Data System for Secure Medical Records Exchange

JK Oladele, AA Ojugo, CC Odiakaose… - Journal of …, 2024 - dl.futuretechsci.org
Blockchain platforms propagate into every facet, including managing medical services with
professional and patient-centered applications. With its sensitive nature, record privacy has …

Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost

RE Ako, FO Aghware, MD Okpor… - Journal of …, 2024 - dl.futuretechsci.org
Customer attrition has become the focus of many businesses today–since the online market
space has continued to proffer customers, various choices and alternatives to goods …

Comparative Data Resample to Predict Subscription Services Attrition Using Tree-based Ensembles

MD Okpor, FO Aghware, MI Akazue… - Journal of Fuzzy …, 2024 - ejournal.ptti.web.id
The digital market today, is rippled with a variety of goods/services that promote
monetization and asset exchange with clients constantly seeking improved alternatives at …

Analyzing Preprocessing Impact on Machine Learning Classifiers for Cryotherapy and Immunotherapy Dataset

DRIM Setiadi, HMM Islam… - Journal of Future …, 2024 - dl.futuretechsci.org
In the clinical treatment of skin diseases and cancer, cryotherapy and immunotherapy offer
effective and minimally invasive alternatives. However, the complexity of patient response …

[PDF][PDF] Pilot Study on Consumer Preference, Intentions and Trust on Purchasing-Pattern for Online Virtual Shops

SN Okofu, KE Anazia, MI Akazue… - Int. J. Adv. Comput …, 2024 - researchgate.net
User behaviour about an item is a choice predicated on their perception of the item in order
to satisfy the intent of such a purchase pattern/choice as made. With virtual stores to improve …

Phishing website detection using bidirectional gated recurrent unit model and feature Selection

S Widiono, AN Safriandono… - Journal of Future Artificial …, 2024 - faith.futuretechsci.org
Phishing attacks continue to be a significant threat to internet users, necessitating the
development of advanced detection systems. This study explores the efficacy of a …

Pilot Study on Enhanced Detection of Cues over Malicious Sites Using Data Balancing on the Random Forest Ensemble

MD Okpor, FO Aghware, MI Akazue… - Journal of Future …, 2024 - dl.futuretechsci.org
The digital revolution frontiers have rippled across society today–with various web content
shared online for users as they seek to promote monetization and asset exchange, with …

Enhancing image encryption security through integration multi-chaotic systems and mixed pixel-bit level

MNE Farandi, A Marjuni, N Rijati… - The Imaging Science …, 2024 - Taylor & Francis
This research proposes a new image encryption method to improve the security of image
encryption by integrating a multi-chaotic system and mixed pixel-bit level encryption. In the …