Imbalanced regression and extreme value prediction

Two Interpolation Methods Using Multiply-Rotated Piecewise Cubic Hermite Interpolating Polynomials

(2020) Paul M. Barker et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Pre-processing approaches for imbalanced distributions in regression

(2019) Paula Branco et al.   NEUROCOMPUTING

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

(2017) Marvin N. Wright et al.   Journal of Statistical Software

A Framework for Recommendation of Highly Popular News Lacking Social Feedback

(2017) Nuno Moniz et al.   NEW GENERATION COMPUTING

A Survey of Predictive Modeling on Imbalanced Domains

(2016) Paula Branco et al.   ACM COMPUTING SURVEYS

Resampling strategies for regression

(2014) Luís Torgo et al.   EXPERT SYSTEMS

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

(2013) Victoria López et al.   INFORMATION SCIENCES

ROC curves for regression

(2013) José Hernández-Orallo   PATTERN RECOGNITION

A novel Hybrid RBF Neural Networks model as a forecaster

(2013) Oguz Akbilgic et al.   STATISTICS AND COMPUTING

Predictive models for forecasting hourly urban water demand

(2010) Manuel Herrera et al.   JOURNAL OF HYDROLOGY

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

An adjusted boxplot for skewed distributions

(2007) M. Hubert et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS