... Emerald Publishing Limited Licensed re-use rights only Human activity recognition Wearable sensors CNN Bidirectional LSTM Self-attention The Key Project of Science and Technology of Enshi 2019001062 State Ethnic Affairs Commission for Green Manufacturing of Ultralight Elastomer...

...Gomathi V.; Kalaiselvi S.; Thamarai Selvi D Purpose This work aims to develop a novel fuzzy associator rule-based fuzzified deep convolutional neural network (FDCNN) architecture for the classification of smartphone sensor-based human activity recognition. This work mainly focuses on fusing...

...Guan Yuan; Zhaohui Wang; Fanrong Meng; Qiuyan Yan; Shixiong Xia Purpose Currently, ubiquitous smartphones embedded with various sensors provide a convenient way to collect raw sequence data. These data bridges the gap between human activity and multiple sensors. Human activity recognition has been...