Exploring complex and big data

DOI10.1515/AMCS-2017-0046zbMath1396.68104OpenAlexW2784247783MaRDI QIDQ1787028

Jerzy Stefanowski, Krzysztof Krawiec, Robert Wrembel

Publication date: 26 September 2018

Published in: International Journal of Applied Mathematics and Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1515/amcs-2017-0046

zbMATH Keywords

data integrationbig datadata streamsdeep learningdata provenancecomplex data

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (5)

Implementation and evaluation of medical imaging techniques based on conformal geometric algebra ⋮ A hybrid cascade neuro-fuzzy network with pools of extended neo-fuzzy neurons and its deep learning ⋮ An algorithm for arbitrary-order cumulant tensor calculation in a sliding window of data streams ⋮ Optimization on the complementation procedure towards efficient implementation of the index generation function ⋮ Applications of rough sets in big data analysis: an overview

Uses Software

• ImageNet
• AlexNet

Cites Work

• Data mining. Concepts and techniques
• Combining block-based and online methods in learning ensembles from concept drifting data streams
• Survival analysis on data streams: analyzing temporal events in dynamically changing environments
• Knowledge Discovery from Data Streams
• A survey on concept drift adaptation

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