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Intelligent Data Analysis
book

Intelligent Data Analysis

by Deepak Gupta, Siddhartha Bhattacharyya, Ashish Khanna, Kalpna Sagar
July 2020
Beginner to intermediate
432 pages
12h 57m
English
Wiley
Content preview from Intelligent Data Analysis

Index

  • a
  • abstractive summarization  270
  • accumulated local effects (ALE)  9–12
  • accuracy  250
  • acetylcholinesterase inhibitors  372
  • active phased array  186
  • advanced spaceborne thermal emission and reflection radiometer (ASTER)  175
  • agraphia  374
  • air pollution  157, 158
  • ALE. See accumulated local effects (ALE)
  • allometric model  52
  • alpha waves  352
  • Alzheimer's disease (AD), handwriting analysis for
    • acetylcholinesterase inhibitors  372
    • agraphia  374
    • algorithm for character segmentation  380
    • algorithm for line segmentation  379
    • algorithm for variational auto encoder  380
    • algorithm for word segmentation  379–380
    • amyloid plaques  372
    • application of graphology  375
    • architecture of the encoder  376
    • auto-encoding variational Bayes algorithm  376
    • character segmentation  382, 384–386
    • collection of data samples  378
    • copying text  375
    • CT scans  374
    • decoder  377
    • dysgraphia  375
    • early diagnosis  372
    • flowchart  381
    • goal-oriented tasks  374
    • graphology  374, 375
    • handwritten signatures  374
    • image preprocessing  379
    • image reconstruction process  377
    • image segmentation  378–379
    • Kullback-Leibler (KL) divergence  376
    • lexicosemantic errors  374
    • line segment from handwritten sample  381–382
    • line, word, and character segmentation  379
    • MRIs  374
    • neurofibrillary tangles  372
    • peripheral dysgraphia  375
    • sleeping pattern  374
    • stages of  373
    • symptoms of  372
    • tau proteins  372
    • three-stage system  373
    • variational auto encoder  376
    • word segmentation samples  381, 383
  • analysis of brain tissue density (ABTD)  ...
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Publisher Resources

ISBN: 9781119544456Purchase Link