DASentimental: Detecting depression, anxiety and stress in texts via emotional recall, cognitive networks and machine learning

no code implementations • 26 Oct 2021 • Asra Fatima, Li Ying, Thomas Hills, Massimo Stella

We find that semantic distances between recalled emotions and the dyad "sad-happy" are crucial features for estimating depression levels but are less important for anxiety and stress.

Sentiment Analysis

Vehicle 24-Color Long Tail Recognition Based on Smooth Modulation Neural Network with Multi-layer Feature Representation

no code implementations • 21 Jul 2021 • Hu Ming-Di, Bai Long, Li Ying, Zhao Si-Rui, Chen En-Hong

In addition, in order to solve the problem of long tail distribution in Vehicle Color-24 dataset and low recognition rate of existing methods, this paper proposes a Smooth Modulated Neural Network with Multi-layer Feature Representation (SMNN-MFR) is used for 24 types of vehicle color recognition.

Management Vehicle Color Recognition