The role of machine learning in the understanding and design of materials

SM Moosavi, KM Jablonka, B Smit - Journal of the American …, 2020 - ACS Publications
… One can perceive that here machine learning is not the object of the research but the tool for
… made possible by machine learning. We argue that current progress in machine learning for …

Data mining and analytics in the process industry: The role of machine learning

Z Ge, Z Song, SX Ding, B Huang - Ieee Access, 2017 - ieeexplore.ieee.org
… an important role in knowledge … , machine learning serves as basic tools for information
extraction, data pattern recognition and predictions. From the perspective of machine learning, …

Role of machine learning in medical research: A survey

A Garg, V Mago - Computer science review, 2021 - Elsevier
… investigation of various machine learning techniques used for … the current machine learning
and deep learning models that … learning methods taking precedence over machine learning

The role of machine learning algorithms for diagnosing diseases

I Ibrahim, A Abdulazeez - Journal of Applied Science and Technology …, 2021 - jastt.org
… the machine learningmachine, K-nearest neighbor, K-means clustering, decision tree, and
random forest. In this work, many previous studies were reviewed that used machine learning

The role of machine learning in clinical research: transforming the future of evidence generation

EH Weissler, T Naumann, T Andersson, R Ranganath… - Trials, 2021 - Springer
Background Interest in the application of machine learning (ML) to the design, conduct, and
analysis of clinical trials has grown, but the evidence base for such applications has not …

[HTML][HTML] Role of machine learning techniques to tackle the COVID-19 crisis: systematic review

HB Syeda, M Syed, KW Sexton, S Syed… - JMIR medical …, 2021 - medinform.jmir.org
… Artificial Intelligence (AI)–based technologies have played a substantial role in solving
complex … a systematic review of the literature on the role of AI as a comprehensive and decisive …

The role of machine learning in cybersecurity

G Apruzzese, P Laskov, E Montes de Oca… - … Threats: Research and …, 2023 - dl.acm.org
Machine Learning (ML) represents a pivotal technology for … not allow us to identify the role of
ML in cybersecurity. The full … provide a holistic understanding of the role of ML in the entire …

[PDF][PDF] Role of machine learning algorithms intrusion detection in WSNs: a survey

E Baraneetharan - Journal of Information Technology, 2020 - scholar.archive.org
Machine Learning plays a vital role in Intrusion Detection in WSN using some of the Machine
LearningMachine Learning algorithms play a major role in different areas and there are …

The role of machine learning in drilling operations; a review

CI Noshi, JJ Schubert - SPE eastern regional meeting, 2018 - onepetro.org
… Due to the petroleum industry's unfulfilled demand, Machine Learning (ML)-assisted
industry workflow in the fields of drilling optimization and real time parameter analysis and …

The role of machine learning techniques in internet of things-based cloud applications

S Mishra, AK Tyagi - Artificial intelligence-based internet of things systems, 2022 - Springer
… This is where the prerequisite for machine learning comes … the different methods of machine
learning that deal with the … The taxonomy of machine learning algorithms is described in …