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

Data mining and big data = 5th Inter...

DMBD (Conference) (2020 :)

Linked to FindBook

Google Book

Amazon

博客來

Data mining and big data = 5th International Conference, DMBD 2020, Belgrade, Serbia, July 14-20, 2020 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data mining and big data/ edited by Ying Tan, Yuhui Shi, Milan Tuba.
Reminder of title:	5th International Conference, DMBD 2020, Belgrade, Serbia, July 14-20, 2020 : proceedings /
remainder title:	DMBD 2020
other author:	Tan, Ying.
corporate name:	DMBD (Conference)
Published:	Singapore :Springer Singapore : : 2020.,
Description:	xi, 119 p. :ill., digital ;24 cm.
[NT 15003449]:	Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks -- RPP Algorithm: a Method for Discovering Interesting Rare Itemsets -- Pareto Optimization in Oil Refinery -- Hypothesis Verication for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations -- Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection -- An Evaluation Algorithm of the Importance of Network Node Based on Community Influence -- PCA Based Kernel Initialization for Convolutional Neural Networks -- Research on PM2.5 Integrated Prediction Model Based on lasso-RF-GAM -- Research on Short-term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning -- Analysis of Breast Cancer Detection Using Different Machine Learning Techniques.
Contained By:	Springer Nature eBook
Subject:	Data mining - Congresses. -
Online resource:	https://doi.org/10.1007/978-981-15-7205-0
ISBN:	9789811572050

Data mining and big data = 5th International Conference, DMBD 2020, Belgrade, Serbia, July 14-20, 2020 : proceedings /
Data mining and big data5th International Conference, DMBD 2020, Belgrade, Serbia, July 14-20, 2020 : proceedings /[electronic resource] :DMBD 2020edited by Ying Tan, Yuhui Shi, Milan Tuba. - Singapore :Springer Singapore :2020. - xi, 119 p. :ill., digital ;24 cm. - Communications in computer and information science,12341865-0929 ;. - Communications in computer and information science ;1234..

Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks -- RPP Algorithm: a Method for Discovering Interesting Rare Itemsets -- Pareto Optimization in Oil Refinery -- Hypothesis Verication for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations -- Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection -- An Evaluation Algorithm of the Importance of Network Node Based on Community Influence -- PCA Based Kernel Initialization for Convolutional Neural Networks -- Research on PM2.5 Integrated Prediction Model Based on lasso-RF-GAM -- Research on Short-term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning -- Analysis of Breast Cancer Detection Using Different Machine Learning Techniques.

This book constitutes refereed proceedings of the 5th International Conference on Data Mining and Big Data, DMBD 2020, held in July 2020. Due to the COVID-19 pandemic the conference was held in a fully virtual format. The 7 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 39 submissions. The papers present the latest research on advantages in theories, technologies, and applications in data mining and big data. The volume covers many aspects of data mining and big data as well as intelligent computing methods applied to all fields of computer science, machine learning, data mining and knowledge discovery, data science, etc.

ISBN: 9789811572050

Standard No.: 10.1007/978-981-15-7205-0doiSubjects--Topical Terms:

551626
Data mining
--Congresses.

LC Class. No.: QA76.9.D343 / D53 2020

Dewey Class. No.: 006.312

Data mining and big data = 5th International Conference, DMBD 2020, Belgrade, Serbia, July 14-20, 2020 : proceedings /
LDR:02743nmm a2200349 a 4500 001 2222361
003 DE-He213
005 20200710153409.0
006 m d
007 cr nn 008maaau
008 210108s2020 si s 0 eng d
020 $a 9789811572050 $q (electronic bk.)
020 $a 9789811572043 $q (paper)
024 7 $a 10.1007/978-981-15-7205-0 $2 doi
035 $a 978-981-15-7205-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D343 $b D53 2020
072 7 $a UB $2 bicssc
072 7 $a COM018000 $2 bisacsh
072 7 $a UB $2 thema
082 0 4 $a 006.312 $2 23
090 $a QA76.9.D343 $b D627 2020
111 2 $a DMBD (Conference) $n (5th : $d 2020 : $c Online) $3 3461015
245 1 0 $a Data mining and big data $h [electronic resource] : $b 5th International Conference, DMBD 2020, Belgrade, Serbia, July 14-20, 2020 : proceedings / $c edited by Ying Tan, Yuhui Shi, Milan Tuba.
246 3 $a DMBD 2020
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2020.
300 $a xi, 119 p. : $b ill., digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0929 ; $v 1234
505 0 $a Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks -- RPP Algorithm: a Method for Discovering Interesting Rare Itemsets -- Pareto Optimization in Oil Refinery -- Hypothesis Verication for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations -- Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection -- An Evaluation Algorithm of the Importance of Network Node Based on Community Influence -- PCA Based Kernel Initialization for Convolutional Neural Networks -- Research on PM2.5 Integrated Prediction Model Based on lasso-RF-GAM -- Research on Short-term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning -- Analysis of Breast Cancer Detection Using Different Machine Learning Techniques.
520 $a This book constitutes refereed proceedings of the 5th International Conference on Data Mining and Big Data, DMBD 2020, held in July 2020. Due to the COVID-19 pandemic the conference was held in a fully virtual format. The 7 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 39 submissions. The papers present the latest research on advantages in theories, technologies, and applications in data mining and big data. The volume covers many aspects of data mining and big data as well as intelligent computing methods applied to all fields of computer science, machine learning, data mining and knowledge discovery, data science, etc.
650 0 $a Data mining $v Congresses. $3 551626
650 0 $a Big data $v Congresses. $3 3166510
650 1 4 $a Computer Applications. $3 891249
650 2 4 $a Information Systems and Communication Service. $3 891044
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Mathematics of Computing. $3 891213
650 2 4 $a Computer Systems Organization and Communication Networks. $3 891212
700 1 $a Tan, Ying. $3 1004107
700 1 $a Shi, Yuhui. $3 577798
700 1 $a Tuba, Milan. $3 3442990
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 1234. $3 3461016
856 4 0 $u https://doi.org/10.1007/978-981-15-7205-0
950 $a Computer Science (SpringerNature-11645)