國立虎尾科技大學 |

Information Processing and Management of Uncertainty in Knowledge-Based Systems = 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Information Processing and Management of Uncertainty in Knowledge-Based Systems/ edited by Davide Ciucci, Inés Couso, Jesús Medina, Dominik Ślęzak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager.
其他題名:	19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II /
其他作者:	Yager, Ronald R.
面頁冊數:	XXVI, 792 p. 197 illus., 162 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer Application in Social and Behavioral Sciences. -
電子資源:	https://doi.org/10.1007/978-3-031-08974-9
ISBN:	9783031089749

Information Processing and Management of Uncertainty in Knowledge-Based Systems = 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II /
Information Processing and Management of Uncertainty in Knowledge-Based Systems19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II /[electronic resource] :edited by Davide Ciucci, Inés Couso, Jesús Medina, Dominik Ślęzak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager. - 1st ed. 2022. - XXVI, 792 p. 197 illus., 162 illus. in color.online resource. - Communications in Computer and Information Science,16021865-0937 ;. - Communications in Computer and Information Science,498.

Data Science and Machine Learning -- Decision Making Modeling and Applications -- E-Health -- Fuzzy Methods in Data Mining and Knowledge Discovery -- Soft Computing and Artificia Intelligence Techniques in Image Processing -- Soft Methods in Statistics and Data Analysis -- Uncertainty, Heterogeneity, Reliability and Explainability in AI -- Weak and Cautious Supervised Learning.

This two-volume set (CCIS 1601-1602) constitutes the proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2021, held in Milan, Italy, in July 2022. The 124 papers were carefully reviewed and selected from 188 submissions. The papers are organized in topical sections as follows: aggregation theory beyond the unit interval; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy mathematical analysis and its applications; generalized sets and operators; information fusion techniques based on aggregation functions, pre-aggregation functions, and their generalizations; interval uncertainty; knowledge acquisition, representation and reasoning; logical structures of opposition and logical syllogisms; mathematical fuzzy logics; theoretical and applied aspects of imprecise probabilities; data science and machine learning; decision making modeling and applications; e-health; fuzzy methods in data mining and knowledge discovery; soft computing and artificia intelligence techniques in image processing; soft methods in statistics and data analysis; uncertainty, heterogeneity, reliability and explainability in AI; weak and cautious supervised learning.

ISBN: 9783031089749

Standard No.: 10.1007/978-3-031-08974-9doiSubjects--Topical Terms:

1365738
Computer Application in Social and Behavioral Sciences.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Information Processing and Management of Uncertainty in Knowledge-Based Systems = 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II /
LDR:03291nam a22004095i 4500 001 1088190
003 DE-He213
005 20220625083620.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783031089749 $9 978-3-031-08974-9
024 7 $a 10.1007/978-3-031-08974-9 $2 doi
035 $a 978-3-031-08974-9
050 4 $a Q334-342
050 4 $a TA347.A78
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Information Processing and Management of Uncertainty in Knowledge-Based Systems $h [electronic resource] : $b 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II / $c edited by Davide Ciucci, Inés Couso, Jesús Medina, Dominik Ślęzak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XXVI, 792 p. 197 illus., 162 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 Communications in Computer and Information Science, $x 1865-0937 ; $v 1602
505 0 $a Data Science and Machine Learning -- Decision Making Modeling and Applications -- E-Health -- Fuzzy Methods in Data Mining and Knowledge Discovery -- Soft Computing and Artificia Intelligence Techniques in Image Processing -- Soft Methods in Statistics and Data Analysis -- Uncertainty, Heterogeneity, Reliability and Explainability in AI -- Weak and Cautious Supervised Learning.
520 $a This two-volume set (CCIS 1601-1602) constitutes the proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2021, held in Milan, Italy, in July 2022. The 124 papers were carefully reviewed and selected from 188 submissions. The papers are organized in topical sections as follows: aggregation theory beyond the unit interval; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy mathematical analysis and its applications; generalized sets and operators; information fusion techniques based on aggregation functions, pre-aggregation functions, and their generalizations; interval uncertainty; knowledge acquisition, representation and reasoning; logical structures of opposition and logical syllogisms; mathematical fuzzy logics; theoretical and applied aspects of imprecise probabilities; data science and machine learning; decision making modeling and applications; e-health; fuzzy methods in data mining and knowledge discovery; soft computing and artificia intelligence techniques in image processing; soft methods in statistics and data analysis; uncertainty, heterogeneity, reliability and explainability in AI; weak and cautious supervised learning.
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 1365738
650 2 4 $a Numerical Analysis. $3 671433
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 671334
650 2 4 $a Formal Languages and Automata Theory. $3 1365747
650 2 4 $a Computer Engineering and Networks. $3 1365733
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Social sciences—Data processing. $3 1280453
650 0 $a Numerical analysis. $3 527939
650 0 $a Computer vision. $3 561800
650 0 $a Image processing—Digital techniques. $3 1365735
650 0 $a Machine theory. $3 527775
650 0 $a Computer networks . $3 1365720
650 0 $a Computer engineering. $3 569006
650 0 $a Artificial intelligence. $3 559380
700 1 $a Yager, Ronald R. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 784777
700 1 $a Bouchon-Meunier, Bernadette. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1267415
700 1 $a Petturiti, Davide. $e editor. $1 https://orcid.org/0000-0002-3277-4217 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1395334
700 1 $a Ślęzak, Dominik. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1269533
700 1 $a Medina, Jesús. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1283023
700 1 $a Couso, Inés. $e editor. $1 https://orcid.org/0000-0002-1675-6203 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1395333
700 1 $a Ciucci, Davide. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1069417
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783031089732
776 0 8 $i Printed edition: $z 9783031089756
830 0 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 498 $3 1253583
856 4 0 $u https://doi.org/10.1007/978-3-031-08974-9
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)