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 …

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 …

[PDF][PDF] UNMASKING FRAUDSTERS: Ensemble Features Selection to Enhance Random Forest Fraud Detection

MI Akazue, IA Debekeme, AE Edje, C Asuai… - Journal of Computing …, 2023 - academia.edu
Fraud detection is used in various industries, including banking institutes, finance,
insurance, government agencies, etc. Recent increases in the number of fraud attempts …

[PDF][PDF] Quest for Empirical Solution to Runoff Prediction in Nigeria via Random Forest Ensemble: Pilot Study

BO Malasowe, BE Edim, W Adigwe… - … in Multidisciplinary & …, 2024 - unidel.edu.ng
Environmental factors and features often change to result in either harsh weather conditions
or rainfall, which often calms the weather as well as provides fast, significant downstream …

Enhanced data augmentation for predicting consumer churn rate with monetization and retention strategies: a pilot study

VO Geteloma, FO Aghware, W Adigwe… - Applied Engineering …, 2024 - pubs2.ascee.org
Customer retention and monetization have since been the pillar of many successful firms
and businesses as keeping an old customer is far more economical than gaining a new one …

[PDF][PDF] An Enhanced Wireless Sensor-Based Security Ensemble for Child Safety Tracking, Monitoring and Alert Using the Mobile Smartphones

M OBIORAH - FUPRE Journal of Scientific and Industrial …, 2024 - journal.fupre.edu.ng
With the increased insurgence and volent attacks, the rapid spree of terrorism from the
Northern part, and fast spreading all across the entire country of Nigeria has called for …

[PDF][PDF] Enhanced Security for a Patient Healthcare Delivery Realtime Vital Signs Monitoring and Alert Ensemble

J AGBOI - FUPRE Journal of Scientific and Industrial Research, 2024 - journal.fupre.edu.ng
Healthcare today, is ever-changing with the birth of wireless sensors and Internet of Things
(MI Akazue, Edje, et al., 2024; Hurt, 2019; Ifioko et al., 2024), and has continued to leverage …

[PDF][PDF] Journal of Computing, Science &Technology

RE Yoro, OA Ejaita, EO Peace - JCST, 2024 - researchgate.net
Mobility, ease of accessibility, and portability have continued to grant ease in the adoption
rise of smartphones; while, also proliferating the vulnerability of users that are often …

[PDF][PDF] IoT-Motion Electric Eye Ensemble for Reduced Power Consumption in Automated Homes

EA AWORONYE - FUPRE Journal of Scientific and Industrial …, 2024 - journal.fupre.edu.ng
Energy conservation is a critical issue in homes today–with almost all of civilization
dependent on one form of energy or another (Eissa, 2015; Ojugo et al., 2014; Ojugo, Eboka …

[PDF][PDF] APPLICATION OF RFM MODEL ON CUSTOMER SEGMENTATION IN DIGITAL MARKETING

A Maureen, EK Henry, C Asuai - Nigerian Journal of Science and …, 2024 - njse.org.ng
Customers play a pivotal role in the success of any business. The ability to attract and retain
the right clientele, who consistently engage with a company's products and services, hinges …