國立虎尾科技大學 |

International Conference on Intelligent and Smart Computing in Data Analytics = ISCDA 2020 /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	International Conference on Intelligent and Smart Computing in Data Analytics/ edited by Siddhartha Bhattacharyya, Janmenjoy Nayak, Kolla Bhanu Prakash, Bighnaraj Naik, Ajith Abraham.
其他題名:	ISCDA 2020 /
其他作者:	Abraham, Ajith.
面頁冊數:	XVI, 306 p. 200 illus., 167 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Health Informatics. -
電子資源:	https://doi.org/10.1007/978-981-33-6176-8
ISBN:	9789813361768

International Conference on Intelligent and Smart Computing in Data Analytics = ISCDA 2020 /
International Conference on Intelligent and Smart Computing in Data AnalyticsISCDA 2020 /[electronic resource] :edited by Siddhartha Bhattacharyya, Janmenjoy Nayak, Kolla Bhanu Prakash, Bighnaraj Naik, Ajith Abraham. - 1st ed. 2021. - XVI, 306 p. 200 illus., 167 illus. in color.online resource. - Advances in Intelligent Systems and Computing,13122194-5365 ;. - Advances in Intelligent Systems and Computing,335.

Performance Analysis of Machine Learning Algorithms over a Network Traffic -- Parkinson’s Disease Prediction Using Swarm Intelligence -- An Evolutionary based Additive Tree for Enhanced Disease Prediction -- Novel Defense Frame work for Cross Layer Attacks in Cognitive Radio Networks -- Texture Based Image Retrieval Using GLCM and LBP -- Design and Development of Bayesian Optimization Algorithms for Big data Classification Using Map Reduce Framework -- An IoT Based BLYNK Server Application for Infant Monitoring Alert System to Detect Crying and Wetness of a Baby -- Analysis of DEAP Dataset for Emotion Recognition -- A Machine Learning Approach for Air Pollution Analysis -- Facial Expression Detection Model of Seven Expression Types Using Hybrid Feature Selection and Deep CNN -- Naive Bayes Approach for Retrieval of Video Object Using Trajectories -- An Extensive Survey on IOT Protocols and Applications.

This book is a collection of best selected research papers presented at International Conference on Intelligent and Smart Computing in Data Analytics (ISCDA 2020), held at K L University, Guntur, Andhra Pradesh, India. The primary focus is to address issues and developments in advanced computing, intelligent models and applications, smart technologies and applications. It includes topics such as artificial intelligence and machine learning, pattern recognition and analysis, computational intelligence, signal and image processing, bioinformatics, ubiquitous computing, genetic fuzzy systems, hybrid evolutionary algorithms, nature-inspired smart hybrid systems, Internet of things, industrial IoT, health informatics, human–computer interaction and social network analysis. The book presents innovative work by leading academics, researchers and experts from industry. .

ISBN: 9789813361768

Standard No.: 10.1007/978-981-33-6176-8doiSubjects--Topical Terms:

593963
Health Informatics.

LC Class. No.: Q342

Dewey Class. No.: 006.3

International Conference on Intelligent and Smart Computing in Data Analytics = ISCDA 2020 /
LDR:03323nam a22003975i 4500 001 1051145
003 DE-He213
005 20210921231419.0
007 cr nn 008mamaa
008 220103s2021 si | s |||| 0|eng d
020 $a 9789813361768 $9 978-981-33-6176-8
024 7 $a 10.1007/978-981-33-6176-8 $2 doi
035 $a 978-981-33-6176-8
050 4 $a Q342
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
245 1 0 $a International Conference on Intelligent and Smart Computing in Data Analytics $h [electronic resource] : $b ISCDA 2020 / $c edited by Siddhartha Bhattacharyya, Janmenjoy Nayak, Kolla Bhanu Prakash, Bighnaraj Naik, Ajith Abraham.
250 $a 1st ed. 2021.
264 1 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a XVI, 306 p. 200 illus., 167 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Advances in Intelligent Systems and Computing, $x 2194-5365 ; $v 1312
505 0 $a Performance Analysis of Machine Learning Algorithms over a Network Traffic -- Parkinson’s Disease Prediction Using Swarm Intelligence -- An Evolutionary based Additive Tree for Enhanced Disease Prediction -- Novel Defense Frame work for Cross Layer Attacks in Cognitive Radio Networks -- Texture Based Image Retrieval Using GLCM and LBP -- Design and Development of Bayesian Optimization Algorithms for Big data Classification Using Map Reduce Framework -- An IoT Based BLYNK Server Application for Infant Monitoring Alert System to Detect Crying and Wetness of a Baby -- Analysis of DEAP Dataset for Emotion Recognition -- A Machine Learning Approach for Air Pollution Analysis -- Facial Expression Detection Model of Seven Expression Types Using Hybrid Feature Selection and Deep CNN -- Naive Bayes Approach for Retrieval of Video Object Using Trajectories -- An Extensive Survey on IOT Protocols and Applications.
520 $a This book is a collection of best selected research papers presented at International Conference on Intelligent and Smart Computing in Data Analytics (ISCDA 2020), held at K L University, Guntur, Andhra Pradesh, India. The primary focus is to address issues and developments in advanced computing, intelligent models and applications, smart technologies and applications. It includes topics such as artificial intelligence and machine learning, pattern recognition and analysis, computational intelligence, signal and image processing, bioinformatics, ubiquitous computing, genetic fuzzy systems, hybrid evolutionary algorithms, nature-inspired smart hybrid systems, Internet of things, industrial IoT, health informatics, human–computer interaction and social network analysis. The book presents innovative work by leading academics, researchers and experts from industry. .
650 2 4 $a Health Informatics. $3 593963
650 2 4 $a User Interfaces and Human Computer Interaction. $3 669793
650 2 4 $a Signal, Image and Speech Processing. $3 670837
650 2 4 $a Artificial Intelligence. $3 646849
650 1 4 $a Computational Intelligence. $3 768837
650 0 $a Health informatics. $3 1064466
650 0 $a User interfaces (Computer systems). $3 1253526
650 0 $a Speech processing systems. $3 564428
650 0 $a Image processing. $3 557495
650 0 $a Signal processing. $3 561459
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computational intelligence. $3 568984
700 1 $a Abraham, Ajith. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 670176
700 1 $a Naik, Bighnaraj. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310940
700 1 $a Prakash, Kolla Bhanu. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1355640
700 1 $a Nayak, Janmenjoy. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1228399
700 1 $a Bhattacharyya, Siddhartha. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1078852
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789813361751
776 0 8 $i Printed edition: $z 9789813361775
830 0 $a Advances in Intelligent Systems and Computing, $x 2194-5357 ; $v 335 $3 1253884
856 4 0 $u https://doi.org/10.1007/978-981-33-6176-8
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)