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

Building bridges between soft and st...

International Conference on Soft Methods in Probability and Statistics (2022 :)

Linked to FindBook

Google Book

Amazon

博客來

Building bridges between soft and statistical methodologies for data science

Record Type:	Electronic resources : Monograph/item
Title/Author:	Building bridges between soft and statistical methodologies for data science/ edited by Luis A. García-Escudero ... [et al.].
other author:	García-Escudero, Luis A.
corporate name:	International Conference on Soft Methods in Probability and Statistics
Published:	Cham :Springer International Publishing : : 2023.,
Description:	xiii, 408 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Big data - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-15509-3
ISBN:	9783031155093

Building bridges between soft and statistical methodologies for data science
Building bridges between soft and statistical methodologies for data science[electronic resource] /edited by Luis A. García-Escudero ... [et al.]. - Cham :Springer International Publishing :2023. - xiii, 408 p. :ill. (some col.), digital ;24 cm. - Advances in intelligent systems and computing,v. 14332194-5365 ;. - Advances in intelligent systems and computing ;v. 1433..

Nowadays, data analysis is becoming an appealing topic due to the emergence of new data types, dimensions, and sources. This motivates the development of probabilistic/statistical approaches and tools to cope with these data. Different communities of experts, namely statisticians, mathematicians, computer scientists, engineers, econometricians, and psychologists are more and more interested in facing this challenge. As a consequence, there is a clear need to build bridges between all these communities for Data Science. This book contains more than fifty selected recent contributions aiming to establish the above referred bridges. These contributions address very different and relevant aspects such as imprecise probabilities, information theory, random sets and random fuzzy sets, belief functions, possibility theory, dependence modelling and copulas, clustering, depth concepts, dimensionality reduction of complex data and robustness.

ISBN: 9783031155093

Standard No.: 10.1007/978-3-031-15509-3doiSubjects--Topical Terms:

3166510
Big data
--Congresses.

LC Class. No.: QA76.9.B45

Dewey Class. No.: 005.7

Building bridges between soft and statistical methodologies for data science
LDR:02064nmm a2200325 a 4500 001 2314832
003 DE-He213
005 20220824202327.0
006 m d
007 cr nn 008maaau
008 230902s2023 sz s 0 eng d
020 $a 9783031155093 $q (electronic bk.)
020 $a 9783031155086 $q (paper)
024 7 $a 10.1007/978-3-031-15509-3 $2 doi
035 $a 978-3-031-15509-3
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.B45
072 7 $a UN $2 bicssc
072 7 $a COM018000 $2 bisacsh
072 7 $a UN $2 thema
082 0 4 $a 005.7 $2 23
090 $a QA76.9.B45 $b I61 2022
111 2 $a International Conference on Soft Methods in Probability and Statistics $n (10th : $d 2022 : $c Valladolid, Spain) $3 3626633
245 1 0 $a Building bridges between soft and statistical methodologies for data science $h [electronic resource] / $c edited by Luis A. García-Escudero ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2023.
300 $a xiii, 408 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Advances in intelligent systems and computing, $x 2194-5365 ; $v v. 1433
520 $a Nowadays, data analysis is becoming an appealing topic due to the emergence of new data types, dimensions, and sources. This motivates the development of probabilistic/statistical approaches and tools to cope with these data. Different communities of experts, namely statisticians, mathematicians, computer scientists, engineers, econometricians, and psychologists are more and more interested in facing this challenge. As a consequence, there is a clear need to build bridges between all these communities for Data Science. This book contains more than fifty selected recent contributions aiming to establish the above referred bridges. These contributions address very different and relevant aspects such as imprecise probabilities, information theory, random sets and random fuzzy sets, belief functions, possibility theory, dependence modelling and copulas, clustering, depth concepts, dimensionality reduction of complex data and robustness.
650 0 $a Big data $v Congresses. $3 3166510
650 0 $a Soft computing $v Congresses. $3 606821
650 0 $a Electronic data processing $x Congresses. $3 660077
650 1 4 $a Data Engineering. $3 3409361
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Artificial Intelligence. $3 769149
700 1 $a García-Escudero, Luis A. $3 3626634
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Advances in intelligent systems and computing ; $v v. 1433. $3 3626635
856 4 0 $u https://doi.org/10.1007/978-3-031-15509-3
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)