Partially Supervised Learning : Second IAPR International Workshop, PSL 2013, Nanjing, China, May 13-14, 2013, Revised Selected Papers / edited by Zhi-Hua Zhou, Friedhelm Schwenker.

Format:

Book

Contributor:

Zhou, Zhi-Hua., Editor.

Schwenker, Friedhelm, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 8183

Lecture Notes in Artificial Intelligence, 2945-9141 ; 8183

Language:

English

Subjects (All):

Data mining.

Pattern recognition systems.

Artificial intelligence.

Data Mining and Knowledge Discovery.

Automated Pattern Recognition.

Artificial Intelligence.

Local Subjects:

Data Mining and Knowledge Discovery.

Automated Pattern Recognition.

Artificial Intelligence.

Physical Description:

1 online resource (IX, 117 pages) : 34 illustrations

Edition:

1st ed. 2013.

Contained In:

Springer Nature eBook

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.

System Details:

text file PDF

Summary:

This book constitutes the thoroughly refereed revised selected papers from the Second IAPR International Workshop, PSL 2013, held in Nanjing, China, in May 2013. The 10 papers included in this volume were carefully reviewed and selected from 26 submissions. Partially supervised learning is a rapidly evolving area of machine learning. It generalizes many kinds of learning paradigms including supervised and unsupervised learning, semi-supervised learning for classification and regression, transductive learning, semi-supervised clustering, multi-instance learning, weak label learning, policy learning in partially observable environments, et cetera.

Contents:

Partially Supervised Anomaly Detection using Convex Hulls on a 2D Parameter Space

Self-Practice Imitation Learning from Weak Policy

Semi-Supervised Dictionary Learning of Sparse Representations for Emotion Recognition

Adaptive Graph Constrained NMF for Semi-Supervised Learning

Kernel Parameter Optimization in Stretched Kernel-based Fuzzy Clustering

Conscientiousness Measurement from Weibo's Public Information

Meta-Learning of Exploration and Exploitation Parameters with Replacing Eligibility Traces

Neighborhood Co-regularized Multi-view Spectral Clustering of Microbiome Data

A Robust Image Watermarking Scheme Based on BWT and ICA

A New Weighted Sparse Representation Based on MSLBP and Its Application to Face Recognition.

Other Format:

Printed edition:

ISBN:

978-3-642-40705-5

9783642407055

Access Restriction:

Restricted for use by site license.