Applications of machine learning in drug discovery and development

J Vamathevan, D Clark, P Czodrowski… - Nature reviews Drug …, 2019 - nature.com
… This figure gives an overview of the machine learning techniques that have been used to
answer the drug discovery questions covered in this Review. A range of supervised learning

[HTML][HTML] Applications of machine learning in animal behaviour studies

JJ Valletta, C Torney, M Kings, A Thornton, J Madden - Animal Behaviour, 2017 - Elsevier
… The field of machine learning provides methodologies that are ideally suited to the task of …
In this review, we aim to introduce animal behaviourists unfamiliar with machine learning (ML) …

Applications of machine learning to machine fault diagnosis: A review and roadmap

Y Lei, B Yang, X Jiang, F Jia, N Li, AK Nandi - Mechanical systems and …, 2020 - Elsevier
Intelligent fault diagnosis (IFD) refers to applications of machine learning theories to machine
fault diagnosis. This is a promising way to release the contribution from human labor and …

Applications of machine learning and rule induction

P Langley, HA Simon - Communications of the ACM, 1995 - dl.acm.org
… The ultimate test of machine learning is its ability to produce systems that are used regularly
machine learning to real-world problems are examined in this article. Five basic learning

[图书][B] Industrial applications of machine learning

P Larrañaga, D Atienza, J Diaz-Rozo, A Ogbechie… - 2018 - taylorfrancis.com
… This book focuses primarily on the application of machine learning to industrial applications,
and the following chapters set out the entire industrial databased factory smartization …

Applications of machine learning to ecological modelling

F Recknagel - Ecological modelling, 2001 - Elsevier
Machine learning in a broader sense can be defined as applications of computational …
However during the conference the majority of presented papers reported on applications of two …

Applications of machine learning in cancer prediction and prognosis

JA Cruz, DS Wishart - Cancer informatics, 2006 - journals.sagepub.com
… More recently machine learning has been applied to cancer … of the different types of machine
learning methods being used, the … , it is also evident that machine learning is also helping to …

A review of machine learning and deep learning applications

PP Shinde, S Shah - 2018 Fourth international conference on …, 2018 - ieeexplore.ieee.org
… This paper presents a review of applications of machine learning and deep learning. Section
II gives Overview of Machine Learning, Section III describes Machine Learning Applications

Applications of machine learning to diagnosis and treatment of neurodegenerative diseases

MA Myszczynska, PN Ojamies, AMB Lacoste… - Nature reviews …, 2020 - nature.com
… Therefore, research into the application of machine learning models to early diagnosis is
growing (Table 2). The aim of this research is to use machine learning to detect prognostic …

Recent advances and applications of machine learning in solid-state materials science

J Schmidt, MRG Marques, S Botti… - npj computational …, 2019 - nature.com
… on the various applications of machine learning in solid-state … to machine learning, and in
particular to machine learning … We then review numerous applications of machine learning