Machine Learning（ML ）的JULY 2012, ISSUE 1-2论文列表

卷期号： July 2012, issue 1-2

发布时间：

卷期年份： 2012

卷期官网： https://link.springer.com/journal/10994/volumes-and-issues/88-1

Introduction to the special issue on learning from multi-label data

On label dependence and loss minimization in multi-label classification

Multilabel classification with meta-level features in a learning-to-rank framework

Compressed labeling on distilled labelsets for multi-label learning

Efficient max-margin multi-label classification with applications to zero-shot learning

Statistical topic models for multi-label document classification

Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference

Scalable and efficient multi-label classification for evolving data streams

Bayesian multi-instance multi-label learning using Gaussian process prior

Multi-parametric solution-path algorithm for instance-weighted support vector machines

Learning graphical models for relational data via lattice search

How to reverse-engineer quality rankings

Structured learning with constrained conditional models

ROC convex hull and nonparametric maximum likelihood estimation