東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Computational intelligence methods i...

Raza, Khalid.

Linked to FindBook

Google Book

Amazon

博客來

Computational intelligence methods in COVID-19 = surveillance, prevention, prediction and diagnosis /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Computational intelligence methods in COVID-19/ edited by Khalid Raza.
Reminder of title:	surveillance, prevention, prediction and diagnosis /
other author:	Raza, Khalid.
Published:	Singapore :Springer Singapore : : 2021.,
Description:	xix, 436 p. :ill., digital ;24 cm.
[NT 15003449]:	1. An Introduction to Computational Intelligence in COVID-19: Surveillance, Prevention, Prediction, and Diagnosis -- 2. Role of Computational Intelligence against COVID-19 -- 3. Using Computational Intelligence for Tracking COVID-19 Outbreak in Online Social Networks -- 4. Social Network Analysis for the Identification of Key Spreaders during COVID-19 -- 5. Mobile Technology Solution for COVID -19: Surveillance and Prevention -- 6. The Role of Internet of Things (IoT) in the Containment and Spread of the Novel COVID-19 Pandemic -- 7. A Review on Predictive Systems and Data Models for COVID-19 -- 8. A Comparative Study of the SIR Prediction Models and Disease Control Strategies: A Case Study of the State of Kerala, India -- 9. Computational Intelligence Approach for Prediction of COVID-19 using Particle Swarm Optimization. 10. COVID-19 Insightful Data Visualization and Forecasting using Elasticsearch.
Contained By:	Springer Nature eBook
Subject:	COVID-19 (Disease) - Data processing. -
Online resource:	https://doi.org/10.1007/978-981-15-8534-0
ISBN:	9789811585340

Computational intelligence methods in COVID-19 = surveillance, prevention, prediction and diagnosis /
Computational intelligence methods in COVID-19surveillance, prevention, prediction and diagnosis /[electronic resource] :edited by Khalid Raza. - Singapore :Springer Singapore :2021. - xix, 436 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.9231860-949X ;. - Studies in computational intelligence ;v.923..

1. An Introduction to Computational Intelligence in COVID-19: Surveillance, Prevention, Prediction, and Diagnosis -- 2. Role of Computational Intelligence against COVID-19 -- 3. Using Computational Intelligence for Tracking COVID-19 Outbreak in Online Social Networks -- 4. Social Network Analysis for the Identification of Key Spreaders during COVID-19 -- 5. Mobile Technology Solution for COVID -19: Surveillance and Prevention -- 6. The Role of Internet of Things (IoT) in the Containment and Spread of the Novel COVID-19 Pandemic -- 7. A Review on Predictive Systems and Data Models for COVID-19 -- 8. A Comparative Study of the SIR Prediction Models and Disease Control Strategies: A Case Study of the State of Kerala, India -- 9. Computational Intelligence Approach for Prediction of COVID-19 using Particle Swarm Optimization. 10. COVID-19 Insightful Data Visualization and Forecasting using Elasticsearch.

The novel coronavirus disease 2019 (COVID-19) pandemic has posed a major threat to human life and health. This book is beneficial for interdisciplinary students, researchers, and professionals to understand COVID-19 and how computational intelligence can be used for the purpose of surveillance, control, prevention, prediction, diagnosis, and potential treatment of the disease. The book contains different aspects of COVID-19 that includes fundamental knowledge, epidemic forecast models, surveillance and tracking systems, IoT- and IoMT-based integrated systems for COVID-19, social network analysis systems for COVID-19, radiological images (CT, X-ray) based diagnosis system, and computational intelligence and in silico drug design and drug repurposing methods against COVID-19 patients. The contributing authors of this volume are experts in their fields and they are from various reputed universities and institutions across the world. This volume is a valuable and comprehensive resource for computer and data scientists, epidemiologists, radiologists, doctors, clinicians, pharmaceutical professionals, along with graduate and research students of interdisciplinary and multidisciplinary sciences.

ISBN: 9789811585340

Standard No.: 10.1007/978-981-15-8534-0doiSubjects--Topical Terms:

3486187
COVID-19 (Disease)
--Data processing.

LC Class. No.: Q342 / .C65 2021

Dewey Class. No.: 006.3

Computational intelligence methods in COVID-19 = surveillance, prevention, prediction and diagnosis /
LDR:03237nmm a2200337 a 4500 001 2236051
003 DE-He213
005 20201016034918.0
006 m d
007 cr nn 008maaau
008 211111s2021 si s 0 eng d
020 $a 9789811585340 $q (electronic bk.)
020 $a 9789811585333 $q (paper)
024 7 $a 10.1007/978-981-15-8534-0 $2 doi
035 $a 978-981-15-8534-0
040 $a GP $c GP
041 0 $a eng
050 4 $a Q342 $b .C65 2021
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q342 $b .C738 2021
245 0 0 $a Computational intelligence methods in COVID-19 $h [electronic resource] : $b surveillance, prevention, prediction and diagnosis / $c edited by Khalid Raza.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a xix, 436 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-949X ; $v v.923
505 0 $a 1. An Introduction to Computational Intelligence in COVID-19: Surveillance, Prevention, Prediction, and Diagnosis -- 2. Role of Computational Intelligence against COVID-19 -- 3. Using Computational Intelligence for Tracking COVID-19 Outbreak in Online Social Networks -- 4. Social Network Analysis for the Identification of Key Spreaders during COVID-19 -- 5. Mobile Technology Solution for COVID -19: Surveillance and Prevention -- 6. The Role of Internet of Things (IoT) in the Containment and Spread of the Novel COVID-19 Pandemic -- 7. A Review on Predictive Systems and Data Models for COVID-19 -- 8. A Comparative Study of the SIR Prediction Models and Disease Control Strategies: A Case Study of the State of Kerala, India -- 9. Computational Intelligence Approach for Prediction of COVID-19 using Particle Swarm Optimization. 10. COVID-19 Insightful Data Visualization and Forecasting using Elasticsearch.
520 $a The novel coronavirus disease 2019 (COVID-19) pandemic has posed a major threat to human life and health. This book is beneficial for interdisciplinary students, researchers, and professionals to understand COVID-19 and how computational intelligence can be used for the purpose of surveillance, control, prevention, prediction, diagnosis, and potential treatment of the disease. The book contains different aspects of COVID-19 that includes fundamental knowledge, epidemic forecast models, surveillance and tracking systems, IoT- and IoMT-based integrated systems for COVID-19, social network analysis systems for COVID-19, radiological images (CT, X-ray) based diagnosis system, and computational intelligence and in silico drug design and drug repurposing methods against COVID-19 patients. The contributing authors of this volume are experts in their fields and they are from various reputed universities and institutions across the world. This volume is a valuable and comprehensive resource for computer and data scientists, epidemiologists, radiologists, doctors, clinicians, pharmaceutical professionals, along with graduate and research students of interdisciplinary and multidisciplinary sciences.
650 0 $a COVID-19 (Disease) $x Data processing. $3 3486187
650 0 $a Artificial intelligence $x Medical applications. $3 900591
650 1 4 $a Computational Intelligence. $3 1001631
650 0 $a Computational intelligence. $3 595739
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Health Informatics. $3 892928
650 2 4 $a Bioinformatics. $3 553671
700 1 $a Raza, Khalid. $3 3487085
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Studies in computational intelligence ; $v v.923. $3 3487086
856 4 0 $u https://doi.org/10.1007/978-981-15-8534-0
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)