Graph-based semi-supervised learning /

other_versions_link

While labeled data is expensive to prepare, ever increasing amounts of unlabeled data is becoming widely available. In order to adapt to this phenomenon, several semi-supervised learning (SSL) algorithms, which learn from labeled as well as unlabeled data, have been developed. In a separate line of...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Subramanya, Amarnag (लेखक), Talukdar, Partha Pratim (लेखक)
स्वरूप: ई-पुस्तक
भाषा:English
प्रकाशित: San Rafael, California (1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool, 2014.
श्रृंखला:Synthesis digital library of engineering and computer science.
Synthesis lectures on artificial intelligence and machine learning ; # 29.
विषय:
Machine learning > Graphic methods.
Supervised learning (Machine learning)
graph Laplacian
graph-based learning
graph-based semi-supervised learning
inductive learning
label propagation
manifold learning
nonparametric learning
scalable machine learning
semi-supervised learning
transductive learning
ऑनलाइन पहुंच:Abstract with links to full text

इंटरनेट

Abstract with links to full text

MG University

होल्डिंग्स विवरण से MG University

समान संसाधन