Masanao Obayashi

Time series forecasting using a deep belief network with restricted Boltzmann machines

Takashi Kuremoto, Shinsuke Kimura, Kunikazu Kobayashi et al. · Neurocomputing · 2014 · 520 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +10

Ensemble learning of rule-based evolutionary algorithm using multi-layer perceptron for supporting decisions in stock trading problems

Shingo Mabu, Masanao Obayashi, Takashi Kuremoto · Applied Soft Computing · 2015 · 46 citations

Evolutionary Data Mining, Engineering, Ensemble Learning +14

Enhanced decision making mechanism of rule-based genetic network programming for creating stock trading signals

Shingo Mabu, Kotaro Hirasawa, Masanao Obayashi et al. · Expert Systems with Applications · 2013 · 44 citations

Engineering, Genetic Algorithms, Industrial Engineering +13

Time Series Prediction Using DBN and ARIMA

Takaomi Hirata, Takashi Kuremoto, Masanao Obayashi et al. · 2015 · 36 citations

Forecasting Methodology, Engineering, Machine Learning +12

Forecast chaotic time series data by DBNs

Takashi Kuremoto, Masanao Obayashi, Kunikazu Kobayashi et al. · 2014 · 30 citations

Deep Belief Nets, Machine Learning, Data Science +15