BIG DATA ANALYTICS AND PRECISION ANIMAL AGRICULTURE SYMPOSIUM: Machine learning and data mining advance predictive big data analysis in precision animal agriculture1

Animal Breeding learning from machine learning

(2017) M. Pérez-Enciso   JOURNAL OF ANIMAL BREEDING AND GENETICS

Unmet needs for analyzing biological big data: A survey of 704 NSF principal investigators

(2017) Lindsay Barone et al.   PLoS Computational Biology

Specific microbiome-dependent mechanisms underlie the energy harvest efficiency of ruminants

(2016) Sheerli Kruger Ben Shabat et al.   ISME Journal

Technical note: Estimating body weight and body composition of beef cattle trough digital image analysis1

(2016) R. A. Gomes et al.   JOURNAL OF ANIMAL SCIENCE

Rumen bacterial communities can be acclimated faster to high concentrate diets than currently implemented feedlot programs

(2016) C.L. Anderson et al.   JOURNAL OF APPLIED MICROBIOLOGY

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Estimation of pig weight using a Microsoft Kinect prototype imaging system

(2014) Jørgen Kongsro   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine learning methods and predictive ability metrics for genome-wide prediction of complex traits

(2014) Oscar González-Recio et al.   Livestock Science

Kernel-based whole-genome prediction of complex traits: a review

(2014) Gota Morota et al.   Frontiers in Genetics

Metagenomic Predictions: From Microbiome to Complex Health and Environmental Phenotypes in Humans and Cattle

(2013) Elizabeth M. Ross et al.   PLoS One

Invited review: Mastitis in dairy heifers: Nature of the disease, potential impact, prevention, and control

(2012) S. De Vliegher et al.   JOURNAL OF DAIRY SCIENCE

Phage-bacteria relationships and CRISPR elements revealed by a metagenomic survey of the rumen microbiome

(2011) Margret E. Berg Miller et al.   ENVIRONMENTAL MICROBIOLOGY

Metagenomic Discovery of Biomass-Degrading Genes and Genomes from Cow Rumen

(2011) M. Hess et al.   SCIENCE

Rumen Microbial Population Dynamics during Adaptation to a High-Grain Diet

(2010) S. C. Fernando et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

A Novel Connectionist System for Unconstrained Handwriting Recognition

(2009) A. Graves et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Detection of mastitis and its stage of progression by automatic milking systems using artificial neural networks

(2009) Zhibin Sun et al.   JOURNAL OF DAIRY RESEARCH

Rumen Bacterial Diversity Dynamics Associated with Changing from Bermudagrass Hay to Grazed Winter Wheat Diets

(2009) Dipti W. Pitta et al.   MICROBIAL ECOLOGY

Gene-centric metagenomics of the fiber-adherent bovine rumen microbiome reveals forage specific glycoside hydrolases

(2009) Jennifer M. Brulc et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA