Linguistic summarization of time series by using the Choquet integral

J. Kacprzyk; A. Wilbik; S. Zadrozny

doi:10.1007/978-3-540-72950-1_29

Linguistic summarization of time series by using the Choquet integral

J. Kacprzyk
, A. Wilbik
, S. Zadrozny

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

17 Citations (Scopus)

Abstract

We further extend a new approach to a linguistic summarization of time series proposed in our previous works (cf. Kacprzyk, Wilbik and Zadrożny [1,2,3,4,5]) in which we put forward the use of a fuzzy linguistic quantifier driven aggregation of trends (partial scores) via the traditional Zadeh calculus of linguistically quantified propositions and the Sugeno integral. Here we use for this purpose the Choquet integral that has been widely advocated for many decision analytic and economic problems. The results are intuitively appealing and the method is effective and efficient.

Original language	English
Title of host publication	Foundations of Fuzzy Logic and Soft Computing
Subtitle of host publication	12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, June 18-21, 2007. Proceedings
Editors	Patricia Melin, Oscar Castillo, Luis T. Aguilar, Janusz Kacprzyk, Witold Pedrycz
Place of Publication	Berlin
Publisher	Springer
Chapter	29
Pages	284-294
Number of pages	11
ISBN (Electronic)	978-3-540-72950-1
ISBN (Print)	978-3-540-72917-4
DOIs	https://doi.org/10.1007/978-3-540-72950-1_29
Publication status	Published - 2007
Externally published	Yes

Publication series

Name	Lecture Notes in Computer Science (LNCS)
Volume	4529
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Access to Document

10.1007/978-3-540-72950-1_29

Cite this

Kacprzyk, J., Wilbik, A., & Zadrozny, S. (2007). Linguistic summarization of time series by using the Choquet integral. In P. Melin, O. Castillo, L. T. Aguilar, J. Kacprzyk, & W. Pedrycz (Eds.), Foundations of Fuzzy Logic and Soft Computing : 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, June 18-21, 2007. Proceedings (pp. 284-294). (Lecture Notes in Computer Science (LNCS); Vol. 4529). Springer. https://doi.org/10.1007/978-3-540-72950-1_29

Kacprzyk, J. ; Wilbik, A. ; Zadrozny, S. / Linguistic summarization of time series by using the Choquet integral. Foundations of Fuzzy Logic and Soft Computing : 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, June 18-21, 2007. Proceedings. editor / Patricia Melin ; Oscar Castillo ; Luis T. Aguilar ; Janusz Kacprzyk ; Witold Pedrycz. Berlin : Springer, 2007. pp. 284-294 (Lecture Notes in Computer Science (LNCS)).

@inproceedings{7c91c0da1b8a421ea1885a912b9fe639,

title = "Linguistic summarization of time series by using the Choquet integral",

abstract = "We further extend a new approach to a linguistic summarization of time series proposed in our previous works (cf. Kacprzyk, Wilbik and Zadro{\.z}ny [1,2,3,4,5]) in which we put forward the use of a fuzzy linguistic quantifier driven aggregation of trends (partial scores) via the traditional Zadeh calculus of linguistically quantified propositions and the Sugeno integral. Here we use for this purpose the Choquet integral that has been widely advocated for many decision analytic and economic problems. The results are intuitively appealing and the method is effective and efficient.",

author = "J. Kacprzyk and A. Wilbik and S. Zadrozny",

year = "2007",

doi = "10.1007/978-3-540-72950-1\_29",

language = "English",

isbn = "978-3-540-72917-4",

series = "Lecture Notes in Computer Science (LNCS)",

publisher = "Springer",

pages = "284--294",

editor = "Patricia Melin and Oscar Castillo and Aguilar, \{Luis T.\} and Janusz Kacprzyk and Witold Pedrycz",

booktitle = "Foundations of Fuzzy Logic and Soft Computing",

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}

Kacprzyk, J, Wilbik, A & Zadrozny, S 2007, Linguistic summarization of time series by using the Choquet integral. in P Melin, O Castillo, LT Aguilar, J Kacprzyk & W Pedrycz (eds), Foundations of Fuzzy Logic and Soft Computing : 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, June 18-21, 2007. Proceedings. Lecture Notes in Computer Science (LNCS), vol. 4529, Springer, Berlin, pp. 284-294. https://doi.org/10.1007/978-3-540-72950-1_29

Linguistic summarization of time series by using the Choquet integral. / Kacprzyk, J.; Wilbik, A.; Zadrozny, S.
Foundations of Fuzzy Logic and Soft Computing : 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, June 18-21, 2007. Proceedings. ed. / Patricia Melin; Oscar Castillo; Luis T. Aguilar; Janusz Kacprzyk; Witold Pedrycz. Berlin: Springer, 2007. p. 284-294 (Lecture Notes in Computer Science (LNCS); Vol. 4529).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Linguistic summarization of time series by using the Choquet integral

AU - Kacprzyk, J.

AU - Wilbik, A.

AU - Zadrozny, S.

PY - 2007

Y1 - 2007

N2 - We further extend a new approach to a linguistic summarization of time series proposed in our previous works (cf. Kacprzyk, Wilbik and Zadrożny [1,2,3,4,5]) in which we put forward the use of a fuzzy linguistic quantifier driven aggregation of trends (partial scores) via the traditional Zadeh calculus of linguistically quantified propositions and the Sugeno integral. Here we use for this purpose the Choquet integral that has been widely advocated for many decision analytic and economic problems. The results are intuitively appealing and the method is effective and efficient.

AB - We further extend a new approach to a linguistic summarization of time series proposed in our previous works (cf. Kacprzyk, Wilbik and Zadrożny [1,2,3,4,5]) in which we put forward the use of a fuzzy linguistic quantifier driven aggregation of trends (partial scores) via the traditional Zadeh calculus of linguistically quantified propositions and the Sugeno integral. Here we use for this purpose the Choquet integral that has been widely advocated for many decision analytic and economic problems. The results are intuitively appealing and the method is effective and efficient.

U2 - 10.1007/978-3-540-72950-1_29

DO - 10.1007/978-3-540-72950-1_29

M3 - Conference contribution

SN - 978-3-540-72917-4

T3 - Lecture Notes in Computer Science (LNCS)

SP - 284

EP - 294

BT - Foundations of Fuzzy Logic and Soft Computing

A2 - Melin, Patricia

A2 - Castillo, Oscar

A2 - Aguilar, Luis T.

A2 - Kacprzyk, Janusz

A2 - Pedrycz, Witold

PB - Springer

CY - Berlin

ER -

Kacprzyk J, Wilbik A, Zadrozny S. Linguistic summarization of time series by using the Choquet integral. In Melin P, Castillo O, Aguilar LT, Kacprzyk J, Pedrycz W, editors, Foundations of Fuzzy Logic and Soft Computing : 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, June 18-21, 2007. Proceedings. Berlin: Springer. 2007. p. 284-294. (Lecture Notes in Computer Science (LNCS)). doi: 10.1007/978-3-540-72950-1_29

Linguistic summarization of time series by using the Choquet integral

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