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Pal et al., 2019 - Google Patents

Lifelong Machine Learning and root cause analysis for large-scale cancer patient data

Pal et al., 2019

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Document ID
14921107143402368082
Author
Pal G
Hong X
Wang Z
Wu H
Li G
Atkinson K
Publication year
Publication venue
Journal of Big Data

External Links

Snippet

Introduction This paper presents a lifelong learning framework which constantly adapts with changing data patterns over time through incremental learning approach. In many big data systems, iterative re-training high dimensional data from scratch is computationally …
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Classifications

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    • G06F17/30386Retrieval requests
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    • GPHYSICS
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    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
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    • G06F17/30861Retrieval from the Internet, e.g. browsers
    • G06F17/30864Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems
    • G06F17/30867Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems with filtering and personalisation
    • GPHYSICS
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    • G06NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00Subject matter not provided for in other groups of this subclass
    • G06N99/005Learning machines, i.e. computer in which a programme is changed according to experience gained by the machine itself during a complete run
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