Dae-Ki Kang

Ensemble with neural networks for bankruptcy prediction

Myoung-Jong Kim, Dae-Ki Kang · Expert Systems with Applications · 2009 · 258 citations

Engineering, Machine Learning, Data Science +9

Geometric mean based boosting algorithm with over-sampling to resolve data imbalance problem for bankruptcy prediction

Myoung-Jong Kim, Dae-Ki Kang, Hong Bae Kim · Expert Systems with Applications · 2014 · 182 citations

Engineering, Data Imbalance Problem, Data Science +10

Learning classifiers for misuse and anomaly detection using a bag of system calls representation

Dae-Ki Kang, Doug Fuller, Vasant Honavar · 2005 · 140 citations

Anomaly Detection, Machine Learning, Engineering +19

Biased Dropout and Crossmap Dropout: Learning towards effective Dropout regularization in convolutional neural network

Alvin Poernomo, Dae-Ki Kang · Neural Networks · 2018 · 138 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +6

Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction

Myoung-Jong Kim, Dae-Ki Kang · Expert Systems with Applications · 2012 · 86 citations

Evolutionary Data Mining, Classification Method, Engineering +14