Concluding Remarks

Collins Achepsah Leke, Tshilidzi Marwala

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

This chapter gives a summary of the topics that were discussed in this book. These include deep learning and missing data mechanisms and patterns, as well as machine learning approaches to solve the problem. It also describes advanced and novel approaches such as, deep learning with ant colony optimization algorithm and deep learning with cuckoo search algorithm, to name a few. Also presented in this book are experiments that show the impact of using lower dimensions and different numbers of hidden layers in the deep autoencoder networks.

Original languageEnglish
Title of host publicationStudies in Big Data
PublisherSpringer Science and Business Media Deutschland GmbH
Pages173-177
Number of pages5
DOIs
Publication statusPublished - 2019

Publication series

NameStudies in Big Data
Volume48
ISSN (Print)2197-6503
ISSN (Electronic)2197-6511

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Engineering (miscellaneous)
  • Computer Science Applications
  • Artificial Intelligence

Fingerprint

Dive into the research topics of 'Concluding Remarks'. Together they form a unique fingerprint.

Cite this