Tao Wu

Data Flow-Oriented Multi-Path Semantic Web Service Composition Using Extended SPARQL

2017

Semantic Web approaches are often used for Web service description, modeling, semantics discovery, capabilities matching, etc. However, as the primary querying tool for Semantic Web, SPARQL is yet to be deeply explored to support Semantic …

Dual sub-swarm interaction QPSO algorithm based on different correlation coefficients

2017 · Automatika

A novel quantum-behaved particle swarm optimization (QPSO) algorithm, the dual sub-swarm interaction QPSO algorithm based on different correlation coefficients (DCC-QPSO), is proposed by constructing master-slave sub-swarms with different potential well centres. In the novel algorithm, …

Learning Discriminative Latent Features for Generalized Zero-and Few-Shot Learning

2020

Generalized zero-shot learning (GZSL) for image classification is a challenging task since not only training examples from novel classes are absent, but also classification performance is judged on both seen and unseen classes. This setting …

Graph-Based Time Series Edge Anomaly Detection in Smart Grid

2021

With the popularity of smart devices in the power grid and the advancement of data collection technology, the amount of electricity usage data has exploded in recent years, which is beneficial for optimizing service quality …