18 citations · 19 across the 4 of their papers we have counts for
4 papers
Multi-Faceted Representation Learning with Hybrid Architecture for Time Series Classification
Zhenyu Liu, Jian Cheng
Time series classification problems exist in many fields and have been explored for a couple of decades. However, they still remain challenging, and their solutions need to be furt…
Text Classification based on Multi-granularity Attention Hybrid Neural Network
Zhenyu Liu, Chaohong Lu, Haiwei Huang +2
Neural network-based approaches have become the driven forces for Natural Language Processing (NLP) tasks. Conventionally, there are two mainstream neural architectures for NLP tas…
Multichannel CNN with Attention for Text Classification
Zhenyu Liu, Haiwei Huang, Chaohong Lu +1
Recent years, the approaches based on neural networks have shown remarkable potential for sentence modeling. There are two main neural network structures: recurrent neural network…
Human Activity Recognition based on Dynamic Spatio-Temporal Relations
Zhenyu Liu, Yaqiang Yao, Yan Liu +4
Human activity, which usually consists of several actions, generally covers interactions among persons and or objects. In particular, human actions involve certain spatial and temp…