Benchmarking and Acceleration of Machine Learning and Analytics Pipelines for Large Microbiome Datasets
Language: en
Pages: 0
Authors: George Wesley Armstrong
Categories:
Type: BOOK - Published: 2022 - Publisher:

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Within the past decade, the number of publicly available microbiome sequencing samples has increased dramatically. Consequently, bottlenecks have arisen in comm
Benchmarking Continuous Phenotype Prediction with Multi-omic Microbiome Data
Language: en
Pages: 32
Authors: Patrick Imran McGrath
Categories:
Type: BOOK - Published: 2021 - Publisher:

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Large-scale microbiome datasets from 16S amplicon sequencing provide opportunities for building predictive models with supervised machine learning to answer que
WIPO Technology Trends 2019 - Artificial Intelligence
Language: en
Pages: 156
Authors: World Intellectual Property Organization
Categories: Law
Type: BOOK - Published: 2019-01-21 - Publisher: WIPO

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The first report in a new flagship series, WIPO Technology Trends, aims to shed light on the trends in innovation in artificial intelligence since the field fir
Big Data Analysis: New Algorithms for a New Society
Language: en
Pages: 334
Authors: Nathalie Japkowicz
Categories: Technology & Engineering
Type: BOOK - Published: 2015-12-16 - Publisher: Springer

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This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demo
Pattern Recognition and Machine Learning
Language: en
Pages: 0
Authors: Christopher M. Bishop
Categories: Computers
Type: BOOK - Published: 2016-08-23 - Publisher: Springer

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This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approxi