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Stochastic Processes
A+First+Course+in+Stochastic+Processes.A good book for someone who want to study stochastic processes.
2018-02-06
Machine Learning for Microbial Phenotype Prediction
This thesis presents a scalable, generic methodology for microbial phenotype prediction based on supervised machine learning, several models for biological and ecological traits of high relevance, and the deployment in metagenomic datasets. The results suggest that the presented prediction tool can be used to automatically annotate phenotypes in near-complete microbial genome sequences, as generated in large numbers in current metagenomic studies. Unraveling relationships between a living organism's genetic information and its observable traits is a central biological problem. Phenotype prediction facilitated by machine learning techniques will be a major step forward to creating biological knowledge from big data.
2018-02-06
Machine Learning in Healthcare Informatics
Keywords:Algorithm Design,Computational Clinical Decision Support,Data Mining,Healthcare Informatics,Intelligent Systems,Machine Learning
2018-02-06
Machine Learning for Evolution Strategies
Authors:Oliver Kramer,InformatikUniversität OldenburgOldenburgGermany
2018-02-06
Machine Learning in Medicine
Authors:Ton J. CleophasAeilko H. Zwinderman。A good book for Machine Learning in Medicine.
2018-02-06
Advances in Machine Learning and Signal Processing
Editors (view affiliations)
Ping Jack SohWai Lok WooHamzah Asyrani SulaimanMohd Azlishah OthmanMohd Shakir Saat
2018-02-06
An Introduction to Stochastic Modeling
随机过程是广泛使用的理论体系,在诸如天气预报、统计物理、天体物理、运筹决策、经济数学、安全科学、人口理论、可靠性及计算机科学等很多领域都要经常用到随机过程的理论来建立数学模型。一本不错的书,推荐给大家。
2018-02-06
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