Search Results for author: Chunhua Yang

Found 6 papers, 0 papers with code

Deep Domain Adaptation for Pavement Crack Detection

no code implementations19 Nov 2021 Huijun Liu, Chunhua Yang, Ao Li, Sheng Huang, Xin Feng, Zhimin Ruan, Yongxin Ge

In this paper, we propose a Deep Domain Adaptation-based Crack Detection Network (DDACDN), which learns domain invariant features by taking advantage of the source domain knowledge to predict the multi-category crack location information in the target domain, where only image-level labels are available.

Domain Adaptation

Graph neural network-based fault diagnosis: a review

no code implementations16 Nov 2021 Zhiwen Chen, Jiamin Xu, Cesare Alippi, Steven X. Ding, Yuri Shardt, Tao Peng, Chunhua Yang

Graph neural network (GNN)-based fault diagnosis (FD) has received increasing attention in recent years, due to the fact that data coming from several application domains can be advantageously represented as graphs.

Graph Attention Time Series +1

An ensemble learning framework based on group decision making

no code implementations1 Jul 2020 Jingyi He, Xiaojun Zhou, Rundong Zhang, Chunhua Yang

The classification problem is a significant topic in machine learning which aims to teach machines how to group together data by particular criteria.

Binary Classification Classification +3

A Discrete State Transition Algorithm for Generalized Traveling Salesman Problem

no code implementations29 Apr 2013 Xiaolin Tang, Chunhua Yang, Xiaojun Zhou, Weihua Gui

In this paper, an efficient discrete state transition algorithm (DSTA) for GTSP is proposed, where a new local search operator named \textit{K-circle}, directed by neighborhood information in space, has been introduced to DSTA to shrink search space and strengthen search ability.

Combinatorial Optimization Traveling Salesman Problem

State Transition Algorithm

no code implementations30 May 2012 Xiaojun Zhou, Chunhua Yang, Weihua Gui

In terms of the concepts of state and state transition, a new heuristic random search algorithm named state transition algorithm is proposed.

Translation

Cannot find the paper you are looking for? You can Submit a new open access paper.