On the cross‐validation bias due to unsupervised preprocessing

How Much Does Your Data Exploration Overfit? Controlling Bias via Information Usage

(2019) Daniel Russo et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Learning and attention reveal a general relationship between population activity and behavior

(2018) A. M. Ni et al.   SCIENCE

Morphology, muscle capacity, skill, and maneuvering ability in hummingbirds

(2018) Roslyn Dakin et al.   SCIENCE

Ancient human parallel lineages within North America contributed to a coastal expansion

(2018) C. L. Scheib et al.   SCIENCE

Predicting reaction performance in C–N cross-coupling using machine learning

(2018) Derek T. Ahneman et al.   SCIENCE

Detection and localization of surgically resectable cancers with a multi-analyte blood test

(2018) Joshua D. Cohen et al.   SCIENCE

A data-driven statistical model for predicting the critical temperature of a superconductor

(2018) Kam Hamidieh   COMPUTATIONAL MATERIALS SCIENCE

Tumor aneuploidy correlates with markers of immune evasion and with reduced response to immunotherapy

(2017) Teresa Davoli et al.   SCIENCE

A measure of the impact of CV incompleteness on prediction error estimation with application to PCA and normalization

(2015) Roman Hornung et al.   BMC Medical Research Methodology

EEG artifact removal—state-of-the-art and guidelines

(2015) Jose Antonio Urigüen et al.   Journal of Neural Engineering

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

MultiBLUP: improved SNP-based prediction for complex traits

(2014) Doug Speed et al.   GENOME RESEARCH

Leakage in data mining

(2013) Shachar Kaufman et al.   ACM Transactions on Knowledge Discovery from Data

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Robustness and generalization

(2011) Huan Xu et al.   MACHINE LEARNING

Robust Regression and Lasso

(2010) Huan Xu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Common SNPs explain a large proportion of the heritability for human height

(2010) Jian Yang et al.   NATURE GENETICS