Machine Learning（ML ）的FEBRUARY 2016, ISSUE 2论文列表

卷期号： February 2016, issue 2

发布时间：

卷期年份： 2016

卷期官网： https://link.springer.com/journal/10994/volumes-and-issues/102-2

A non-negative representation learning algorithm for selecting neighbors

A non-homogeneous dynamic Bayesian network with a hidden Markov model dependency structure among the temporal data points

Propagation kernels: efficient graph kernels from propagated information

Spatio-temporal convolution kernels

Loda: Lightweight on-line detector of anomalies

Asymptotic accuracy of Bayes estimation for latent variables with redundancy

Population recovery and partial identification

On some transformations of high dimension, low sample size data for nearest neighbor classification

Probabilistic archetypal analysis

Generalization bounds for metric and similarity learning

Editorial: special issue on machine learning for health and medicine

Multi-task seizure detection: addressing intra-patient variation in seizure morphologies

Learning (predictive) risk scores in the presence of censoring due to interventions

Supersparse linear integer models for optimized medical scoring systems

Learning classification models of cognitive conditions from subtle behaviors in the digital Clock Drawing Test

A dynamic ensemble approach to robust classification in the presence of missing data

Learning to identify relevant studies for systematic reviews using random forest and external information

Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R