scholarly journals Online Incremental Learning of the Terrain Traversal Cost in Autonomous Exploration

2019 ◽  
Author(s):  
Milos Pragr ◽  
Petr Cizek ◽  
Jan Bayer ◽  
Jan Faigl
Keyword(s):  
Incremental Learning ◽  
Autonomous Exploration ◽  
Online Incremental Learning

scholarly journals Adaptive online incremental learning for evolving data streams

2021 ◽  
Vol 105 ◽  
pp. 107255
Author(s):  
Si-si Zhang ◽  
Jian-wei Liu ◽  
Xin Zuo
Keyword(s):  
Data Streams ◽  
Incremental Learning ◽  
Evolving Data ◽  
Online Incremental Learning

An Adaptive Topic Crawler for Electronic Public Opinion

2013 ◽  
Vol 765-767 ◽  
pp. 1451-1455 ◽  
Author(s):  
Jin Fan ◽  
Xian Kun Zhang ◽  
Xue Tian ◽  
Dong Liu
Keyword(s):  
Public Opinion ◽  
Incremental Learning ◽  
Information Acquisition ◽  
The Internet ◽  
Svm Classifier ◽  
Training Set ◽  
Acquisition Rate ◽  
Identification Method ◽  
Online Incremental Learning

Topic crawler is a tool for collecting electronic public opinion from the internet. The identification method of topics relevance identification directly affects the acquisition rate of topic crawler. To improve the low information acquisition rate of existing topic crawlers strategy, a modified SVM classifier algorithm which is based on online incremental learning is proposed. The idea of algorithm is to remove samples that affect the training set greatly in the historical training set, and then to re-train the historical set and the incremental set to obtain a complete training set. A framework of topic crawler is constructed on the basis of this algorithm. The results of experiments show that, this method can effectively improve the acquisition rate of the crawler.

scholarly journals An EM Framework for Online Incremental Learning of Semantic Segmentation

2021 ◽  
Author(s):  
Shipeng Yan ◽  
Jiale Zhou ◽  
Jiangwei Xie ◽  
Songyang Zhang ◽  
Xuming He
Keyword(s):  
Incremental Learning ◽  
Semantic Segmentation ◽  
Online Incremental Learning

Online Incremental Learning Algorithm for anomaly detection and prediction in health care

2014 ◽  
Author(s):  
Kirthanaa Raghuraman ◽  
Monisha Senthurpandian ◽  
Monisha Shanmugasundaram ◽  
Bhargavi ◽  
V. Vaidehi
Keyword(s):  
Health Care ◽  
Anomaly Detection ◽  
Incremental Learning ◽  
Learning Algorithm ◽  
Online Incremental Learning
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