Editors: Om Praksh Jena, Alok Ranjan Tripathy, Brojo Kishore Mishra, Ahmed A. Elngar

Series Title: Advances in Computing Communications and Informatics

Augmented Intelligence: Deep Learning, Machine Learning, Cognitive Computing, Educational Data Mining

Volume 3

eBook: US $59 Special Offer (PDF + Printed Copy): US $108
Printed Copy: US $78
Library License: US $236
ISSN: 2737-5722 (Print)
ISSN: 2737-5730 (Online)
ISBN: 978-981-5040-41-8 (Print)
ISBN: 978-981-5040-40-1 (Online)
Year of Publication: 2021
DOI: 10.2174/97898150404011220301

Introduction

Augmented intelligence is an alternate approach of artificial intelligence (AI), which emphasizes AI’s assistive role. Augmented intelligence enhances human skills of reasoning in a robotic system or software by simulating expectancy, educational mining, problem solving, recollection, sequencing, and decision-making capabilities. It is based on a combination of techniques such as machine learning, deep learning and cognitive computing.

This book explains artificial intelligence models that support assistive processes in different situations.

The contributors aim to provide information to a diverse audience with groundbreaking developments in mathematical computing.

The book presents 8 chapters on these topics:

  • - Educational data mining in augmented reality virtual learning environment
  • - Brain and computer interfaces
  • - Tree-based tools for chemometric analysis of infrared spectra
  • - Applications of deep learning in medical engineering
  • - Bankruptcy prediction model using an enhanced boosting classifier
  • - Reputation systems for mobile agent security
  • - The crow search algorithm
  • - COVID-19 diagnosis and treatment

The contents attempt to integrate various facets of augmented Intelligence, by describing recent research developments and advanced topics of interest to academicians and researchers working on machine learning problems and AI.

Audience: Academicians and researchers working on machine learning problems and AI.

Contributors

Editor(s):
Om Praksh Jena
Department of Computer Science
Ravenshaw University
Odisha
India


Alok Ranjan Tripathy
Department of Computer Science
Ravenshaw University
Odisha
India


Brojo Kishore Mishra
Department of CSE
GIET University
Gunupur, Odisha 765022
India


Ahmed A. Elngar
Faculty of Computers & Artificial Intelligence
Computer Science Department
Beni-Suef University
Beni-Suef
Egypt




Contributor(s):
Ahmad Aljabr
College of Computing and Informatics
Saudi Electronic University
Riyadh
Kingdom of Saudi Arabia


Ali Aloss
Department of Computer Science and Engineering
Siksha’O’Anusandhan (Deemed to be university)
Bhubaneswar, Odisha
India


Alexandre G.M. de Freitas
Centro de Estudos em Leite
Departamento de Tecnologia Rural e Animal, Universidade Estadual do Sudoeste da Bahia
Itapetinga
Brazil


Aju D.
Vellore Institute of Technology
Vellore, Tamil Nadu 632014
India


Arin Paul
School of Electronics Engineering
Vellore Institute of Technology
Tamil Nadu
India


Barnali Sahu
Department of Computer Science and Engineering
Siksha’O’Anusandhan (Deemed to be university)
Bhubaneswar, Odisha
India


Bárbara E.A. de Magalhães
Instituto de Química
Universidade Federal da Bahia
Salvador
Brazil


Balabhim Sankrappa Biradar
Professor, Department of Library and Information Science, Kuvempu University
Shankaraghatta
Karnataka
India


B.U. Kannappanavar
Librarian, Sahayadri College
Shivamogga, Karnataka
India


Carlos Ankora
Vellore Institute of Technology
Vellore, Tamil Nadu 632014
India


Jagjit Singh Dhatterwal
Department of Computer Sciences & Applications
PDM University, Bahadurgarh
Haryana
India


Kailash Kumar
College of Computing and Informatics
Saudi Electronic University
Riyadh
Kingdom of Saudi Arabia


Kuldeep Singh Kaswan
School of Computing Science and Engineering
Galgotias University
Greater Noida
India


Lucas A.C. Minho
Departamento de Química, Universidade Federal de Minas Gerais
Belo Horizonte
Brazil


Makram Soui
College of Computing and Informatics
Saudi Electronic University
Riyadh
Kingdom of Saudi Arabia


Mallikarjun Kappi
Department of Library and Information Science
Kuvempu University
Shankaraghatta, Karnataka
India


Madhu S.
Department of Studies in Library and Information Science
Kuvempu University, Shankarghatta
Shimoga Dist, Karnataka 577451
India


Nada Namani Zitouni
University of Gabes
Zrig Eddakhlania
Tunisia


Om Prakash Jena
Department of Computer Science
Ravenshaw University
Cattuck, Odisha
India


Priyanka Mishra
Indian Institute of Information Technology Kota
MNIT Campus
Jaipur
India


Ritayan Patra
School of Electronics Engineering
Vellore Institute of Technology
Tamil Nadu
India


Salima Smiti
University of Manouba
Manouba
Tunisia


Sayak Banerjee
School of Electronics Engineering
Vellore Institute of Technology
Tamil Nadu
India


Sumit Kumar Jindal
School of Electronics Engineering
Vellore Institute of Technology
Tamil Nadu
India