Results 161 to 170 of about 3,838 (180)

SMOTE vs. ADASYN

Significant technical progress has led to an expansion in human requirements. As a result, the banking sector has seen a rise in the quantity of loan approval requests. When choosing a candidate for loan approval, a number of factors are taken into account to determine the loan's status.
Sabyasachi Pramanik, Soma Bag, Atanu Roy, Ramkrishna Ghosh, Pranati Rakshit   +4 more
openaire   +1 more source

Handling imbalanced data in churn prediction using ADASYN and backpropagation algorithm

2017 3rd International Conference on Science in Information Technology (ICSITech), 2017
Customers are important assets for an industry, including telecommunication industry. Customer churn will result in lost revenue. For that reason, a classification model that can predict the customer churn is needed. One of the obstacles to develop the classification model is the great difference between number of churn and non-churn customers. The non-
Annisa Aditsania, null Adiwijaya, Aldo Lionel Saonard   +2 more
openaire   +1 more source

An Explainable ADASYN‐Based Focal Loss Approach for Credit Assessment

Journal of Forecasting
ABSTRACTThe integration of deep learning techniques with financial technology (fintech) has revolutionized the credit risk analysis, a critical component of financial risk management. A pervasive challenge in credit risk assessment lies in the skewed distribution of data, hindering accurate predictions, particularly for minority class instances.
Shaukat Ali Shahee, Rujavi Patel
openaire   +1 more source

Multiclass Imbalanced Handling using ADASYN Oversampling and Stacking Algorithm

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM), 2022
Yoga Pristyanto, Anggit Ferdita Nugraha, Akhmad Dahlan, Lucky Adhikrisna Wirasakti, Aditya Ahmad Zein, Irfan Pratama   +5 more
openaire   +1 more source

AR-ADASYN: angle radius-adaptive synthetic data generation approach for imbalanced learning

Statistics and Computing
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hyejoon Park, Hyunjoong Kim
openaire   +1 more source

Fault Diagnosis of INFO-SVM Transformer Based on ADASYN

2023 3rd International Conference on Electrical Engineering and Control Science (IC2ECS), 2023
Xin Feng, Weili Wu
openaire   +1 more source

An Intrusion Detection Method Using ADASYN and Bayesian Optimized LightGBM

2022 34th Chinese Control and Decision Conference (CCDC), 2022
Wenjian Chen, Haikuan Wang, Minrui Fei, Dajun Du, Aleksandar Rakic   +4 more
openaire   +1 more source

ADASYN-assisted machine learning for phase prediction of high entropy carbides

Computational Materials Science, 2023
Rahul Mitra, Anurag Bajpai, Krishanu Biswas   +2 more
openaire   +1 more source

Double-layer Adaptive Stacking Credit Risk Prediction Based on mRMR-ADASYN

Proceedings of the 9th International Conference on Computational Intelligence and Security, 2023
Yiwen Wang, Haifeng Hu, Yingjie Zhu
openaire   +1 more source

ADASYN: Oversampling Techniques for COVID-19 Prediction

2025 International Conference on Computational, Communication and Information Technology (ICCCIT)
L. William Mary, S. Albert Antony Raj
openaire   +1 more source