Fingerprint The fingerprint is based on mining the text of the scientific documents related to the associated persons. Based on that an index of weighted terms is created, which defines the key subjects of research unit

Regression Mathematics
Estimator Mathematics
Predictors Mathematics
High-dimensional Mathematics
Variable Selection Mathematics
Sufficient Dimension Reduction Mathematics
Dimension Reduction Mathematics
Model Selection Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2004 2021

Research Output 1969 2019

Application of deep convolutional neural networks in classification of protein subcellular localization with microscopy images

Xiao, M., Shen, X. T. & Pan, W., Jan 1 2019, (Accepted/In press) In : Genetic epidemiology.

Research output: Contribution to journalArticle

Microscopy
Proteins
Learning
Computational Biology
Datasets

A reinforcement learning approach to personalized learning recommendation systems

Tang, X., Chen, Y., Li, X., Liu, J. & Ying, Z., Feb 1 2019, In : British Journal of Mathematical and Statistical Psychology. 72, 1, p. 108-135 28 p.

Research output: Contribution to journalArticle

Recommendation System
Learning Systems
Reinforcement Learning
Learning
Engine

Classification with high dimensional features

Zou, H., Jan 1 2019, In : Wiley Interdisciplinary Reviews: Computational Statistics. 11, 1, e1453.

Research output: Contribution to journalReview article

High-dimensional
Classifier
Statistical Learning
Regularization Technique
Interpretability

Datasets

Supporting Data Analysis for "An Application of Envelope Methodology and Aster Models"

Cook, R. D. (Creator), Eck, D. J. (Creator), Geyer, C. J. (Creator), Data Repository for the University of Minnesota, 2016

Dataset

Supporting Data Analysis for "An Integrated Analysis of Phenotypic Selection on Insect Body Size and Development Time"

Eck, D. J. (Creator), Geyer, C. J. (Creator), Kingsolver, J. G. (Creator), Shaw, R. G. (Creator), Data Repository for the University of Minnesota, 2011

Dataset

Supporting Data Analysis for "An Integrated Analysis of Phenotypic Selection on Insect Body Size and Development Time"

Eck, D. J. (Creator), Geyer, C. J. (Creator), Kingsolver, J. G. (Creator), Shaw, R. G. (Creator), Data Repository for the University of Minnesota, 2011

Dataset