Median-KNN Regressor-SMOTE-Tomek Links for Handling Missing and Imbalanced Data in Air Quality Prediction

Tomek Link and SMOTE Approaches for Machine Fault Classification with an Imbalanced Dataset

(2022) Elsie Fezeka Swana et al.   SENSORS

Analysis of Learner’s Sentiments to Evaluate Sustainability of Online Education System during COVID-19 Pandemic

(2022) Muhammad Imran et al.   Sustainability

A financial statement fraud model based on synthesized attribute selection and a dataset with missing values and imbalanced classes

(2021) Ching-Hsue Cheng et al.   APPLIED SOFT COMPUTING

An Enhanced Machine Learning Framework for Type 2 Diabetes Classification Using Imbalanced Data with Missing Values

(2021) Kumarmangal Roy et al.   COMPLEXITY

A Comparative Study of Traffic Classification Techniques for Smart City Networks

(2021) Razan M. AlZoman et al.   SENSORS

Credit Card Fraud Detection with Autoencoder and Probabilistic Random Forest

(2021) Tzu-Hsuan Lin et al.   Mathematics

A Comparative Study of MLR, KNN, ANN and ANFIS Models with Wavelet Transform in Monthly Stream Flow Prediction

(2019) Ahmad Khazaee Poul et al.   WATER RESOURCES MANAGEMENT

Impact of missing data on bias and precision when estimating change in patient-reported outcomes from a clinical registry

(2019) Olawale F. Ayilara et al.   Health and Quality of Life Outcomes

Air quality forecasting based on cloud model granulation

(2018) Yi Lin et al.   EURASIP Journal on Wireless Communications and Networking

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

(2018) Alberto Fernandez et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

A novel k NN algorithm with data-driven k parameter computation

(2018) Shichao Zhang et al.   PATTERN RECOGNITION LETTERS

Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study

(2017) Jianglin Huang et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Adjusted weight voting algorithm for random forests in handling missing values

(2017) Jing Xia et al.   PATTERN RECOGNITION

Missing Values and Optimal Selection of an Imputation Method and Classification Algorithm to Improve the Accuracy of Ubiquitous Computing Applications

(2015) Jaemun Sim et al.   MATHEMATICAL PROBLEMS IN ENGINEERING