Enhancing the random forest model via synthetic minority oversampling technique for credit-card fraud detection
Fraudsters increasingly exploit unauthorized credit card information for financial gain,
targeting un-suspecting users, especially as financial institutions expand their services to …
targeting un-suspecting users, especially as financial institutions expand their services to …
Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost
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 …
space has continued to proffer customers, various choices and alternatives to goods …
Comparative Data Resample to Predict Subscription Services Attrition Using Tree-based Ensembles
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 …
monetization and asset exchange with clients constantly seeking improved alternatives at …
Pilot Study on Enhanced Detection of Cues over Malicious Sites Using Data Balancing on the Random Forest Ensemble
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 …
shared online for users as they seek to promote monetization and asset exchange, with …
[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 …
or rainfall, which often calms the weather as well as provides fast, significant downstream …
Enhancing image encryption security through integration multi-chaotic systems and mixed pixel-bit level
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 …
encryption by integrating a multi-chaotic system and mixed pixel-bit level encryption. In the …
AQuamoAS: unmasking a wireless sensor-based ensemble for air quality monitor and alert system
The increased awareness by residents of their environment to maintain safe health states
has consequently, birthed the integration of info tech to help resolve societal issues. These …
has consequently, birthed the integration of info tech to help resolve societal issues. These …
Enhanced data augmentation for predicting consumer churn rate with monetization and retention strategies: a pilot study
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 …
and businesses as keeping an old customer is far more economical than gaining a new one …
Integrating Quadratic Polynomial and Symbolic Chaotic Map-based Feistel Network to Improve Image Encryption Performance
This research introduces an innovative image encryption method that amalgamates two
secure and efficient chaotic maps, namely a 2D Simplified Quadratic Polynomial Map (2D …
secure and efficient chaotic maps, namely a 2D Simplified Quadratic Polynomial Map (2D …
Stacked Learning Anomaly Detection Scheme with Data Augmentation for Spatiotemporal Traffic Flow
The digital revolution births transformation in many facets of today's society. Its adoption in
transportation to curb traffic congestion in major cities globally advances smart-city …
transportation to curb traffic congestion in major cities globally advances smart-city …