Shingo Mabu

A Graph-Based Evolutionary Algorithm: Genetic Network Programming (GNP) and Its Extension Using Reinforcement Learning

Shingo Mabu, Kotaro Hirasawa, Jinglu Hu · Evolutionary Computation · 2007 · 318 citations

Computing, Computer Science, Artificial Intelligence +12

An Intrusion-Detection Model Based on Fuzzy Class-Association-Rule Mining Using Genetic Network Programming

Shingo Mabu, Ci Chen, Nannan Lu et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2010 · 198 citations

Computing, Computer Engineering, Computer Science +17

Automatic Classification of Large-Scale Respiratory Sound Dataset Based on Convolutional Neural Network

Koki Minami, Huimin Lu, Hyoung Seop Kim et al. · 2019 · 59 citations

Computing, Computer Science, Health Informatics +14

A genetic network programming with learning approach for enhanced stock trading model

Yan Chen, Shingo Mabu, Kaoru Shimada et al. · Expert Systems with Applications · 2009 · 57 citations

Business, Finance, Financial Economics +11

Enhancing the generalization ability of neural networks through controlling the hidden layers

Weishui Wan, Shingo Mabu, Kaoru Shimada et al. · Applied Soft Computing · 2008 · 51 citations

Computing, Computer Science, Artificial Intelligence +9