Hybrid algorithm for classification of unbalanced datasets

被引：0

作者：

Han, Min ^{[1
]}

Zhu, Xin-Rong ^{[1
]}

机构：

[1] Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian Liaoning 116024, China

来源：

Kongzhi Lilun Yu Yingyong/Control Theory and Applications | 2011年 / 28卷 / 10期

关键词：

Engineering Village;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Classification results - Data distribution - Degree of confidence - Imbalanced data - Radial basis function neural networks - Random forest algorithm - Receiver operator characteristics - Unbalanced datasets

引用

下载

页码：1485 / 1489

共 50 条

[11] Research Based on Unbalanced Data Set Classification Algorithm
Li, Junming
Wang, Peng
Liu, Xiaojian
6TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN, MANUFACTURING, MODELING AND SIMULATION (CDMMS 2018), 2018, 1967
[12] Fault Diagnosis of an Autonomous Vehicle With an Improved SVM Algorithm Subject to Unbalanced Datasets
Shi, Qian
Zhang, Hui
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (07) : 6248 - 6256
[13] A procedure for analyzing unbalanced datasets
Kitchenham, B
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 1998, 24 (04) : 278 - 301
[14] A New Hybrid Sampling Approach for Classification of Imbalanced Datasets
Hanskunatai, Anantaporn
PROCEEDINGS OF 2018 3RD INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION SYSTEMS (ICCCS), 2018, : 67 - 71
[15] Star-Galaxy Classification Using Data Mining Techniques with Considerations for Unbalanced Datasets
O'Keefe, Peter J.
Gowanlock, Michael G.
McConnell, Sabine M.
Patton, David R.
ASTRONOMICAL DATA ANALYSIS SOFTWARE AND SYSTEMS XVIII, 2009, 411 : 318 - +
[16] Support Vector Data Description for Machinery Multi-Fault Classification with Unbalanced Datasets
Duan, Lixiang
Xie, Mengyun
Bai, Tangbo
Wang, Jinjiang
2016 IEEE INTERNATIONAL CONFERENCE ON PROGNOSTICS AND HEALTH MANAGEMENT (ICPHM), 2016,
[17] Dealing With Highly Unbalanced Sidescan Sonar Image Datasets for Deep Learning Classification Tasks
Steiniger, Yannik
Stoppe, Jannis
Meisen, Tobias
Kraus, Dieter
GLOBAL OCEANS 2020: SINGAPORE - U.S. GULF COAST, 2020,
[18] A parallel Kohonen algorithm for the classification of large spatial datasets
Openshaw, S
Turton, I
COMPUTERS & GEOSCIENCES, 1996, 22 (09) : 1019 - 1026
[19] ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets
Bhattacharya, Sakyajit
Rajan, Vaibhav
Shrivastava, Harsh
THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 1288 - 1294
[20] A parallel Kohonen algorithm for the classification of large spatial datasets
Openshaw, Stan
Turton, Ian
Computers and Geosciences, 1996, 22 (09): : 1019 - 1026

← 1 2 3 4 5 →