Deep Learning for Cognitive Computing Systems

Published by De Gruyter 2023

Deep Learning for Cognitive Computing Systems

Technological Advancements and Applications

Edited by: M.G. Sumithra , Rajesh Kumar Dhanaraj , Celestine Iwendi and Anto Merline Manoharan

Volume 7 in the series Smart Computing Applications

https://doi.org/10.1515/9783110750584

Overview
Contents

About this book

Cognitive computing simulates human thought processes with self-learning algorithms that utilize data mining, pattern recognition, and natural language processing. The integration of deep learning improves the performance of Cognitive computing systems in many applications, helping in utilizing heterogeneous data sets and generating meaningful insights.

Author information

M.G. Sumithra and A. M. Manoharan, KPR Institute; R.K. Dhanaraj, Galgotias University, India; C. Iwendi, Bangor College, China.

Topics

Frontmatter Publicly Available Download PDF	I
Contents Publicly Available Download PDF	V
List of Authors Publicly Available Download PDF	VII
The Learning of Deep Learning: Overview, Methods, and Applications R Regan, Anto Merline Manoharan, R. Gayathri and K. Kandasamy Requires Authentication Unlicensed Licensed Download PDF	1
Foundation of Cognitive Computing R. Remya, M.G. Sumithra and M. Krishnamoorthi Requires Authentication Unlicensed Licensed Download PDF	19
Applications and Implications of Artificial Intelligence and Deep Learning in Computer Vision R. Ranjana, T Subha, Varsha, Jothishree and Pravin Kumar Requires Authentication Unlicensed Licensed Download PDF	35
A Study of Voice Recognition System Using Deep Learning Techniques R. Regan, P. Rajaram, K. Senthilkumar and N. Khadirkumar Requires Authentication Unlicensed Licensed Download PDF	53
Building Machine Learning–Based Prediction System for Critical Diseases P Oleeviya Babu, C. C Sobin and Jahfar Ali Requires Authentication Unlicensed Licensed Download PDF	75
An Overview of Internet of Things and Machine Learning for Smart Healthcare Nadeem Nadeem Hashmi, Nitesh Bharti and V. M Manikandan Requires Authentication Unlicensed Licensed Download PDF	97
Nutrition Food Recognition Using Deep Learning Algorithm for Physically Challenged Human Being A. Reethika, T Jagadesh and M S Kanivarshini Requires Authentication Unlicensed Licensed Download PDF	113
Healthcare Data Analysis Using Deep Learning Paradigm K. Renuka Devi, S Suganyadevi and K. Balasamy Requires Authentication Unlicensed Licensed Download PDF	129
Cognitive Authentication for Smart Healthcare System R. Babu, Prithi Samuel and K Jayashree Requires Authentication Unlicensed Licensed Download PDF	149
Cognitive-Inspired Computer Vision Assist System for Diabetic Retinopathy Detection from Fundus Images B. Lakshmanan, S Priyadharsini and G Priyanka Requires Authentication Unlicensed Licensed Download PDF	165
A Novel Deep Belief Neural Network Model for Abstractive Text Summarization G Dineshnath and S Saraswathi Requires Authentication Unlicensed Licensed Download PDF	179
Index Requires Authentication Unlicensed Licensed Download PDF	201

(Deutsch)

Language: English
Publisher: De Gruyter
Audience: Researchers, Graduate Students, Professionals and Developers.
Pages
- Front matter: 9
- Main content: 199
Illustrations
- Illustrations: 10
- Coloured Illustrations: 58
- Tables: 15
Keywords: Big Data; Cognitive Computing; Deep Learning; Artificial Intelligence; Machine Learning

eBook

Published: December 31, 2022
ISBN: 9783110750584

Hardcover

Published: December 31, 2022
ISBN: 9783110750508