Proceedings of the International Conference on Cognitive and Intelligent Computing : ICCIC 2021, Volume 1 / edited by Amit Kumar, Gheorghita Ghinea, Suresh Merugu, Takako Hashimoto.

Format:

Book

Contributor:

Kumar, Amit, Editor.

Ghinea, Gheorghita, Editor.

Merugu, Suresh., Editor.

Hashimoto, Takako, Editor.

SpringerLink (Online service)

Series:

Cognitive science and technology 2195-3996

Cognitive Science and Technology, 2195-3996

Language:

English

Subjects (All):

Computational intelligence.

Machine learning.

Artificial intelligence.

Data mining.

Internet of things.

Computational Intelligence.

Machine Learning.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Internet of Things.

Local Subjects:

Computational Intelligence.

Machine Learning.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Internet of Things.

Physical Description:

1 online resource (XI, 925 pages) : 503 illustrations, 399 illustrations in color.

Edition:

1st edition 2022.

Contained In:

Springer Nature eBook

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2022.

System Details:

text file PDF

Summary:

This book presents original, peer-reviewed select articles from the International Conference on Cognitive & Intelligent Computing (ICCIC - 2021), held on December 11-12, 2021, at Hyderabad, India. The proceedings has cutting edge Research outcome related to Machine learning in control applications, Soft computing, Pattern Recognition, Decision Support Systems, Text analytics and NLP, Statistical Learning, Neural Network Learning, Learning Through Fuzzy Logic, Learning Through Evolution (Evolutionary Algorithms), Reinforcement Learning, Multi-Strategy Learning, Cooperative Learning, Planning And Learning, Multi-Agent Learning, Online And Incremental Learning, Scalability Of Learning Algorithms, Inductive Learning, Inductive Logic Programming, Bayesian Networks, Support Vector Machines, Case-Based Reasoning, Multi-Agent Systems, Human-Computer Interaction, Data Mining and Knowledge Discovery, Knowledge Management and Networks, Data Intensive Computing Architecture, Medicine, Health, Bioinformatics, and Systems Biology, Industrial and Engineering Applications, Security Applications, Smart Cities, Game Playing and Problem Solving, Intelligent Virtual Environments, Economics, Business, And Forecasting Applications. Articles in the book are carefully selected on the basis of their application orientation. The content is expected to be especially useful for Professionals, Researchers, Research students working in the area of cognitive and intelligent computing.

Contents:

1. An Extensive Survey of Deep learning-based Crop Yield Prediction Models for Precision Agriculture

2. Performance Analysis of Routing Protocols for Wireless Sensor Networks

3. LS-TFP: A LSTM-Based Traffic Flow Prediction Method in Intelligent Internet of Things

4. Prediction of Deformed Shape inIncremental Sheet Forming Processusing Feedforward Neural Network

5. IoT Based Environmental Parameter Monitoring Using Machine Learning Approach.

Other Format:

Printed edition:

ISBN:

9789811923500