Abstract
| Original language | English |
|---|---|
| Title of host publication | Artificial Intelligence and Soft Computing |
| Subtitle of host publication | 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I |
| Editors | L. Rutkowski, R. Scherer, R. Tadeusiewicz, L.A. Zadeh, J.M. Zurada |
| Place of Publication | Berlin |
| Publisher | Springer |
| Chapter | 14 |
| Pages | 105-113 |
| Number of pages | 9 |
| ISBN (Electronic) | 978-3-642-13208-7 |
| ISBN (Print) | 978-3-642-13207-0 |
| DOIs | |
| Publication status | Published - 2010 |
| Externally published | Yes |
| Event | 10th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2010) - Zakopane, Poland Duration: 13 Jun 2010 → 17 Jun 2010 Conference number: 10 http://link.springer.com/book/10.1007/978-3-642-13208-7 |
Publication series
| Name | Lecture Notes in Computer Science (LNCS) |
|---|---|
| Volume | 6113 |
| ISSN (Print) | 0302-9743 |
| Name | Lecture Notes in Artificial Intelligence (LNAI) |
|---|---|
| Volume | 6113 |
| ISSN (Print) | 1611-3349 |
Conference
| Conference | 10th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2010) |
|---|---|
| Abbreviated title | ICAISC 2010 |
| Country | Poland |
| City | Zakopane |
| Period | 13/06/10 → 17/06/10 |
| Internet address |
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A multi-criteria evaluation of linguistic summaries of time series via a measure of informativeness. / Kacprzyk, J.; Wilbik, A.
Artificial Intelligence and Soft Computing: 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I. ed. / L. Rutkowski; R. Scherer; R. Tadeusiewicz; L.A. Zadeh; J.M. Zurada. Berlin : Springer, 2010. p. 105-113 (Lecture Notes in Computer Science (LNCS); Vol. 6113), (Lecture Notes in Artificial Intelligence (LNAI); Vol. 6113).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
TY - GEN
T1 - A multi-criteria evaluation of linguistic summaries of time series via a measure of informativeness
AU - Kacprzyk, J.
AU - Wilbik, A.
PY - 2010
Y1 - 2010
N2 - We extend our works of deriving linguistic summaries of time series using a fuzzy logic approach to linguistic summarization. We proceed towards a multicriteria analysis of summaries by assuming as a quality criterion Yager’s measure of informativeness that combines in a natural way the measures of truth, focus and specificity, to obtain a more advanced evaluation of summaries. The use of the informativeness measure for the purpose of a multicriteria evaluation of linguistic summaries of time series seems to be an effective and efficient approach, yet simple enough for practical applications. Results on the summarization of quotations of an investment (mutual) fund are very encouraging.
AB - We extend our works of deriving linguistic summaries of time series using a fuzzy logic approach to linguistic summarization. We proceed towards a multicriteria analysis of summaries by assuming as a quality criterion Yager’s measure of informativeness that combines in a natural way the measures of truth, focus and specificity, to obtain a more advanced evaluation of summaries. The use of the informativeness measure for the purpose of a multicriteria evaluation of linguistic summaries of time series seems to be an effective and efficient approach, yet simple enough for practical applications. Results on the summarization of quotations of an investment (mutual) fund are very encouraging.
U2 - 10.1007/978-3-642-13208-7_14
DO - 10.1007/978-3-642-13208-7_14
M3 - Conference contribution
SN - 978-3-642-13207-0
T3 - Lecture Notes in Computer Science (LNCS)
SP - 105
EP - 113
BT - Artificial Intelligence and Soft Computing
A2 - Rutkowski, L.
A2 - Scherer, R.
A2 - Tadeusiewicz, R.
A2 - Zadeh, L.A.
A2 - Zurada, J.M.
PB - Springer
CY - Berlin
ER -