Machine learning on big data: Opportunities and challenges

L Zhou, S Pan, J Wang, AV Vasilakos - Neurocomputing, 2017 - Elsevier
… of big data. ML algorithms have never been better promised while challenged by big data. …
In order to realize the value of big data analytics and to process big data efficiently, existing …

A survey of machine learning for big data processing

J Qiu, Q Wu, G Ding, Y Xu, S Feng - EURASIP Journal on Advances in …, 2016 - Springer
… possible solutions of machine learning for big data. Following that, we investigate the close
connections of machine learning with signal processing techniques for big data processing. …

Machine learning with big data: Challenges and approaches

A L'heureux, K Grolinger, HF Elyamany… - Ieee …, 2017 - ieeexplore.ieee.org
… or highly relevant to machine learning in the context of Big Data, associates them with the V
… , some researchers have described general machine learning challenges with Big Data [4], […

Efficient machine learning for big data: A review

OY Al-Jarrah, PD Yoo, S Muhaidat, GK Karagiannidis… - Big Data Research, 2015 - Elsevier
… Linear Support Vector Machines are among the most prominent machine-learning
techniques for such high-dimensional and sparse data. In this article, we use two machine-learning

Machine learning for big data

T Condie, P Mineiro, N Polyzotis… - … on Management of Data, 2013 - dl.acm.org
… in the machine learning literature, … machine learning algorithms and their scalable
implementations [1] [6]. We also discuss the data plumbing that goes into a typical machine learning

Machine learning with big data

AK Tyagi - Machine Learning with Big Data (March 20, 2019) …, 2019 - papers.ssrn.com
… Hence, this section discusses about terms like data mining, machine learning, big data and
its … used metrics to measure performance in Data mining, Machine Learning and Big data. …

[PDF][PDF] Machine learning in big data

L Wang, CA Alexander - International Journal of Mathematical …, 2016 - academia.edu
Big Data has great impacts on scientific discoveries and … methods in machine learning, main
technologies in Big Data, … paper introduces machine learning, its applications in Big Data, …

Learning in big data: Introduction to machine learning

K El Bouchefry, RS de Souza - Knowledge discovery in big data from …, 2020 - Elsevier
… methods for extracting relevant patterns, high-performance computing, or data visualization
… of Big Data science and Big Data, by interrogating relevant approaches in data fusion and …

A survey on data collection for machine learning: a big data-ai integration perspective

Y Roh, G Heo, SE Whang - … on Knowledge and Data …, 2019 - ieeexplore.ieee.org
… of machine learning and data management for data collection is part of a larger trend of Big
data and … In the future, we expect the integration of Big data and AI to happen not only in data

Machine learning for big data analytics in plants

C Ma, HH Zhang, X Wang - Trends in plant science, 2014 - cell.com
… owing to their insufficient knowledge of machine learning and the complexity of the …
machine learning in biology and to envisage how machine learning could interface with Big Data