國立高雄大學圖資館 |

Language: English

Back

Advances in machine learning and com...

(1998 :)

Advances in machine learning and computational intelligenceproceedings of ICMLCI 2019 /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advances in machine learning and computational intelligenceedited by Srikanta Patnaik, Xin-She Yang, Ishwar K. Sethi.
Reminder of title:	proceedings of ICMLCI 2019 /
remainder title:	ICMLCI 2019
other author:	Patnaik, Srikanta.
corporate name:
Published:	Singapore :Springer Singapore :2021.
Description:	xviii, 878 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Machine learningCongresses.
Online resource:	https://doi.org/10.1007/978-981-15-5243-4
ISBN:	9789811552434$q(electronic bk.)

Advances in machine learning and computational intelligenceproceedings of ICMLCI 2019 /
Advances in machine learning and computational intelligenceproceedings of ICMLCI 2019 /[electronic resource] :ICMLCI 2019edited by Srikanta Patnaik, Xin-She Yang, Ishwar K. Sethi. - Singapore :Springer Singapore :2021. - xviii, 878 p. :ill., digital ;24 cm. - Algorithms for intelligent systems,2524-7565. - Algorithms for intelligent systems..

Part 1: Modeling & Optimization -- Chapter 1. Intrusion Detection using a Hybrid Sequential Model -- Chapter 2. Simulation and Analysis of the PV Arrays Connected to Buck-Boost converters using MPPT Technique by Implementing Incremental Conductance Algorithm and Integral Controller -- Chapter 3. A New Congestion Control Algorithm for SCTP -- Chapter 4. RGNet: The Novel Framework to Model Linked Research Gate Information into Network using Hierarchical Data Rendering -- Chapter 5. A New Approach for Momentum Particle Swarm Optimization -- Chapter 6. Neural Networks Modeling Based On Recent Global Optimization Techniques -- Part 2: Part 2 - Machine Learning Techniques -- Chapter 7. Network Intrusion Detection Model Using One Class Support Vector Machine -- Chapter 8. Query Performance Analysis Tool for Distributed Systems -- Chapter 9. A Robust Multiple Moving Vehicle Tracking for Intelligent Transportation System -- Chapter 10. Bug Priority Assessment in Cross Project context using Entropy based Measure -- Chapter 11. Internet of Things Security using Machine Learning -- Chapter 12. Churn Prediction and Retention in Banking, Telecom and IT Sector using Machine Learning Techniques.

This book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of Science and Technology and the Interscience Research Network, Bhubaneswar, India, from April 6 to 7, 2019. Addressing virtually all aspects of intelligent systems, soft computing and machine learning, the topics covered include: prediction; data mining; information retrieval; game playing; robotics; learning methods; pattern visualization; automated knowledge acquisition; fuzzy, stochastic and probabilistic computing; neural computing; big data; social networks and applications of soft computing in various areas.

ISBN: 9789811552434$q(electronic bk.)

Standard No.: 10.1007/978-981-15-5243-4doiSubjects--Topical Terms:

384498
Machine learning
--Congresses.

LC Class. No.: Q325.5 / .I26 2019

Dewey Class. No.: 006.31

Advances in machine learning and computational intelligenceproceedings of ICMLCI 2019 /
LDR:03052nmm a2200349 a 4500 001 594908
003 DE-He213
005 20200725095354.0
006 m d
007 cr nn 008maaau
008 211005s2021 si s 0 eng d
020 $a 9789811552434$q(electronic bk.)
020 $a 9789811552427$q(paper)
024 7 $a 10.1007/978-981-15-5243-4 $2 doi
035 $a 978-981-15-5243-4
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5 $b .I26 2019
072 7 $a TBJ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a TBJ $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .I17 2019
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Advances in machine learning and computational intelligence $h [electronic resource] : $b proceedings of ICMLCI 2019 / $c edited by Srikanta Patnaik, Xin-She Yang, Ishwar K. Sethi.
246 3 $a ICMLCI 2019
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a xviii, 878 p. : $b ill., digital ; $c 24 cm.
490 1 $a Algorithms for intelligent systems, $x 2524-7565
505 0 $a Part 1: Modeling & Optimization -- Chapter 1. Intrusion Detection using a Hybrid Sequential Model -- Chapter 2. Simulation and Analysis of the PV Arrays Connected to Buck-Boost converters using MPPT Technique by Implementing Incremental Conductance Algorithm and Integral Controller -- Chapter 3. A New Congestion Control Algorithm for SCTP -- Chapter 4. RGNet: The Novel Framework to Model Linked Research Gate Information into Network using Hierarchical Data Rendering -- Chapter 5. A New Approach for Momentum Particle Swarm Optimization -- Chapter 6. Neural Networks Modeling Based On Recent Global Optimization Techniques -- Part 2: Part 2 - Machine Learning Techniques -- Chapter 7. Network Intrusion Detection Model Using One Class Support Vector Machine -- Chapter 8. Query Performance Analysis Tool for Distributed Systems -- Chapter 9. A Robust Multiple Moving Vehicle Tracking for Intelligent Transportation System -- Chapter 10. Bug Priority Assessment in Cross Project context using Entropy based Measure -- Chapter 11. Internet of Things Security using Machine Learning -- Chapter 12. Churn Prediction and Retention in Banking, Telecom and IT Sector using Machine Learning Techniques.
520 $a This book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of Science and Technology and the Interscience Research Network, Bhubaneswar, India, from April 6 to 7, 2019. Addressing virtually all aspects of intelligent systems, soft computing and machine learning, the topics covered include: prediction; data mining; information retrieval; game playing; robotics; learning methods; pattern visualization; automated knowledge acquisition; fuzzy, stochastic and probabilistic computing; neural computing; big data; social networks and applications of soft computing in various areas.
650 0 $a Machine learning $v Congresses. $3 384498
650 0 $a Computational intelligence $v Congresses. $3 384502
650 1 4 $a Mathematical and Computational Engineering. $3 775095
650 2 4 $a Artificial Intelligence. $3 212515
700 1 $a Patnaik, Srikanta. $3 278789
700 1 $a Yang, Xin-She. $3 522569
700 1 $a Sethi, Ishwar K. $3 713653
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Algorithms for intelligent systems. $3 857955
856 4 0 $u https://doi.org/10.1007/978-981-15-5243-4
950 $a Engineering (SpringerNature-11647)