Thirty years of machine learning: The road to Pareto-optimal wireless networks

J Wang, C Jiang, H Zhang, Y Ren… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
thirty-year history of ML by elaborating on supervised learning, unsupervised learning,
reinforcement learning … We critically review the thirty-year history of ML. Depending on how we …

[PDF][PDF] Thirty years of machine learning: The road to pareto-optimal next-generation wireless networks

J Wang, C Jiang, H Zhang, Y Ren… - arXiv preprint arXiv …, 2019 - researchgate.net
Machine learning algorithms have great success in … thirty-year history of machine
learning by elaborating on supervised learning, unsupervised learning, reinforcement learning

Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes

N Peek, C Combi, R Marin, R Bellazzi - Artificial intelligence in medicine, 2015 - Elsevier
… AIME was dominated by knowledge engineering research in its first decade, while machine
learning and data mining prevailed thereafter. Together these two themes have contributed …

Thirty years of machine translation in language teaching and learning: A review of the literature

JR Jolley, L Maimone - L2 Journal, 2022 - escholarship.org
Although use of machine translation (MT) technologies by learners may seem like a
relatively new issue in foreign language (FL) education, researchers have been investigating …

Are we learning yet? a meta review of evaluation failures across machine learning

T Liao, R Taori, ID Raji, L Schmidt - Thirty-fifth Conference on …, 2021 - openreview.net
… Figure 1 illustrates our taxonomy of evaluation failures in machine learning. Our taxonomy
can serve as a resource for machine learning researchers and practitioners to check for …

Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis

M Motwani, D Dey, DS Berman, G Germano… - European heart …, 2017 - academic.oup.com
… Ten thousand and thirty stable patients with suspected CAD and with 5-year follow-up
from the COronary CT Angiography EvaluatioN For Clinical Outcomes: An InteRnational …

[HTML][HTML] Thirty years of artificial intelligence and law: the third decade

S Villata, M Araszkiewicz, K Ashley… - Artificial Intelligence and …, 2022 - Springer
… symbolic techniques to those based on Machine Learning approaches, especially those
based … Wide Web, and six apply machine learning techniques to a variety of legal applications. …

[HTML][HTML] Thirty years of research into hate speech: topics of interest and their evolution

A Tontodimamma, E Nissi, A Sarra, L Fontanella - Scientometrics, 2021 - Springer
… of publications during the last thirty years. Topic and network … detection and classification
by machine-learning strategies”, … the relevance of machine learning approaches to correctly …

[HTML][HTML] Machine learning in python: Main developments and technology trends in data science, machine learning, and artificial intelligence

S Raschka, J Patterson, C Nolet - Information, 2020 - mdpi.com
… Deep learning represents a subcategory of machine learning that is focused … -learning-based
machine learning as classical machine learning (classical ML), whereas machine learning

Thirty years of Artificial Intelligence and Law: the second decade

G Sartor, M Araszkiewicz, K Atkinson, F Bex… - Artificial Intelligence and …, 2022 - Springer
… the task of legal summarization as a machine learning problem of identifying different zones
… They show superior results to summarization utilizing the set of machine learning algorithms …