AzureML: Anatomy of a machine learning service

AML Team - Conference on Predictive APIs and Apps, 2016 - proceedings.mlr.press
service that provides a model authoring environment where data scientists can create machine
learning … learned that could prove useful for other providers of machine learning services. …

Machine learning: Trends, perspectives, and prospects

MI Jordan, TM Mitchell - Science, 2015 - science.org
… Within artificial intelligence (AI), machine learning has … The effect of machine learning has
also been felt broadly … -intensive issues, such as consumer services, the diagnosis of faults in …

[HTML][HTML] Machine learning for ecosystem services

S Willcock, J Martínez-López, DAP Hooftman… - … services, 2018 - Elsevier
… Open Street Maps into the machine learning process. In both examples, we highlight how
model structure and uncertainty computed in the machine learning process supplement and …

Mlaas: Machine learning as a service

M Ribeiro, K Grolinger… - … on machine learning and …, 2015 - ieeexplore.ieee.org
… for machine learning, providing a scalable, flexible, and non-blocking platform as a service
based on the service … and execution of machine learning models. By taking advantage from …

[HTML][HTML] Machine learning for health services researchers

P Doupe, J Faghmous, S Basu - Value in Health, 2019 - Elsevier
… the application of machine learning methods to … machine learning to predict a particular
outcome. We include steps for data preparation, estimator family selection, parameter learning, …

Rafiki: Machine learning as an analytics service system

W Wang, S Wang, J Gao, M Zhang, G Chen… - arXiv preprint arXiv …, 2018 - arxiv.org
… built machine learning services on their cloud platforms. There are two types of cloud services.
… The second type of service overcomes this issue by providing the training service, where …

Big data systems meet machine learning challenges: towards big data science as a service

R Elshawi, S Sakr, D Talia, P Trunfio - Big data research, 2018 - Elsevier
Recently, we have been witnessing huge advancements in the scale of data we routinely
generate and collect in pretty much everything we do, as well as our ability to exploit modern …

Understanding and personalising smart city services using machine learning, The Internet-of-Things and Big Data

J Chin, V Callaghan, I Lam - 2017 IEEE 26th international …, 2017 - ieeexplore.ieee.org
… can be aggregated and reasoned about, profiling through machine learning plays a crucial
part in the provision of personalized services. There are three methods in machine learning

A machine learning model for improving healthcare services on cloud computing environment

A Abdelaziz, M Elhoseny, AS Salama, AM Riad - Measurement, 2018 - Elsevier
… In addition, this architecture provides a hybrid machine learning model for predicting CKD
as an example towards improving the healthcare services. The proposed VMs optimization …

[HTML][HTML] A machine learning based help desk system for IT service management

F Al-Hawari, H Barham - Journal of King Saud University-Computer and …, 2021 - Elsevier
… classification machine learning model to associate a help desk ticket with its correct service
… stemming, feature vectorization, and machine learning algorithm tuning. Nevertheless, the …