Unsupervised Learning Task

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An Unsupervised Learning Task is a data-driven learning task with no labeled training cases.



References

2017a

2017b

2017C

2011

2009

2008

  • (Redei, 2008) ⇒ George P. Rédei. (2008). "Unsupervised Learning". In: Encyclopedia of Genetics, Genomics, Proteomics and Informatics pp 2067-2067
    • QUOTE: Identifies new, so far undetected, shared pattern(s) of sequences in macromolecules and determines the positive and negative representatives of the pattern(s). The information permits correlations between structure and function in languages as well as in proteins without direct human intervention in the details

2000

1998


  1. Jordan, Michael I.; Bishop, Christopher M. (2004). “Neural Networks". In Allen B. Tucker. Computer Science Handbook, Second Edition (Section VII: Intelligent Systems). Boca Raton, FL: Chapman & Hall/CRC Press LLC. ISBN 1-58488-360-X.
  2. Acharyya, Ranjan (2008); A New Approach for Blind Source Separation of Convolutive Sources, (this book focuses on unsupervised learning with Blind Source Separation)