Z
Zhihao Hou
Researcher at University of Jinan
Publications - 3
Citations - 41
Zhihao Hou is an academic researcher from University of Jinan. The author has contributed to research in topics: Convolutional neural network & Deep learning. The author has an hindex of 3, co-authored 3 publications receiving 17 citations.
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Journal ArticleDOI
Stacking-Based Ensemble Learning of Self-Media Data for Marketing Intention Detection
TL;DR: A machine learning method to identify marketing intentions from large-scale The authors-Media data is proposed and the proposed Latent Semantic Analysis (LSI)-Word2vec model can reflect the semantic features and the decision tree model is simplified by decision tree pruning to save computing resources and reduce the time complexity.
Journal ArticleDOI
Attention-based learning of self-media data for marketing intention detection
TL;DR: An attention-based convolutional neural network for self-media data learning (called A-CNN) for marketing intention, which can not only solve the problem of local and global features disconnection caused by the CNN pooling layer, but also avoid the increase of algorithm complexity.
Journal ArticleDOI
A CLSTM-TMN for marketing intention detection
Yufeng Wang,Kun Ma,Laura García-Hernández,Jing Chen,Zhihao Hou,Ke Ji,Zhenxiang Chen,Ajith Abraham +7 more
TL;DR: A CLSTM-based topic memory network for marketing intention detection and a new combination ensemble both long and short term memory (LSTM) and convolution neural network (CNN) is proposed.