Synergies of soft computing and statistics for intelligent data analysis:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schriftenreihe: | Advances in intelligent systems and computing
190 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XVI, 584 S. 235 mm x 155 mm |
| ISBN: | 364233041X 9783642330414 9783642330421 |
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Datensatz im Suchindex
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IMAGE 1
C O N T E N T S
PART I: INVITED PAPERS SOFT P A T T E R N M I N I N G I N N E U R O S C
I E N C E 3
CHRISTIAN BORGELT
E X P L O R I N G B I G D A T A W I T H S C A L A B L E S O F T C L U S
T E R I N G 11
LAWRENCE 0 . HALL
O N C R E A T I V E U S E S O F W O R D A S S O C I A T I O N S 17
HANNU TOIVONEN, OSKAR GROSS, JUKKA M. TOIVANEN, ALESSAND.RO VALITUTTI
PART II: FOUNDATIONS
IMPRECISE PROBABILITIES
C O M B I N I N G I M P R E C I S E P R O B A B I L I T Y M A S S E S W
I T H M A X I M A L C O H E R E N T S U B S E T S : A P P L I C A T I O
N T O E N S E M B L E C L A S S I F I C A T I O N . . . . 27
SEBASTIEN DESTERCKE, VIOLAINE ANTOINE
T H E G O O D M A N - N G U Y E N R E L A T I O N I N U N C E R T A I N
T Y
M E A S U R E M E N T 37
RENATO PELESSONI, PAOLO VICIG
T H E C O N E S T R I P A L G O R I T H M 45
ERIK QUAEGHEBEUR
T O W A R D S A R O B U S T I M P R E C I S E L I N E A R D E C O N V O
L U T I O N 55
OLIVER STRAUSS, AGNES RICO
HTTP://D-NB.INFO/102462952X
IMAGE 2
XII CONTENTS
P R O B A B I L I T Y AND FUZZY SETS
2 D P R O B A B I L I T Y - P O S S I B I L I T Y T R A N S F O R M A T
I O N S 63
ALESSAND.RO FERRERO, MARCO PRIOLI, SIMONA SALICONE, BARBARA VANTAGGI
A N O T E O N T H E C O N V E X S T R U C T U R E O F U N C E R T A I N
T Y M E A S U R E S
O N M V - A L G E B R A S 73
TOMMASO FLAMINIO, LLUIS GODO LACASA
C U M U L A T I V E D I S T R I B U T I O N F U N C T I O N E S T I M A
T I O N W I T H F U Z Z Y D A T A : S O M E E S T I M A T O R S A N D F
U R T H E R P R O B L E M S 83
XUECHENG LIU, SHOUMEI L I
O N E Q U A T I O N S W I T H A F U Z Z Y S T O C H A S T I C I N T E G
R A L W I T H
R E S P E C T T O S E M I M A R T I N G A L E S 93
MAREK T. MALINOUISKI
P A R T III: STATISTICAL M E T H O D S
STATISTICS W I T H IMPRECISE D A T A
A L I N E A R R E G R E S S I O N M O D E L FOR I N T E R V A L - V A L
U E D R E S P O N S E B A S E D O N S E T A R I T H M E T I C 105
ANGELA BLANCO-FERNANDEZ, A N A COLUBI, MARIA GARCIA-BARZANA, MANUEL
MONTENEGRO
A P R O P O S A L O F R O B U S T R E G R E S S I O N FOR R A N D O M F
U Z Z Y S E T S . . . . 115
MARIA BRIGIDA FERRARO, PAOLO GIORDANI
B O O T S T R A P C O M P A R I S O N O F S T A T I S T I C S FOR T E S
T I N G T H E
H O M O S C E D A S T I C I T Y O F R A N D O M F U Z Z Y S E T S 125
A N A BELEN RAMOS-GUAJARDO, MARIA ASUNCION LUBIANO, GIL
GONZALEZ-RODRIGUEZ
F U Z Z Y R A T I N G VS. F U Z Z Y C O N V E R S I O N SCALES: A N E M
P I R I C A L
C O M P A R I S O N T H R O U G H T H E M S E 135
SARA DE LA ROSA DE SAA, MARIA ANGELES GIL, MARIA TERESA LOPEZ GARCIA,
MARIA ASUNCION LUBIANO
FUZZY R A N D O M VARIABLES
A L A W O F L A R G E N U M B E R S FOR E X C H A N G E A B L E R A N D
O M
V A R I A B L E S O N N O N A D D I T I V E M E A S U R E S 145
LI GUAN, SHOUMEI L I
C R E D I B I L I T Y T H E O R Y O R I E N T E D S I G N T E S T FOR I
M P R E C I S E
O B S E R V A T I O N S A N D I M P R E C I S E H Y P O T H E S E S 153
GHOLAMREZA HESAMIAN, SEYED MAHMOOD TAHERI
IMAGE 3
CONTENTS
XIII
A N O T E O N L A R G E D E V I A T I O N S O F R A N D O M S E T S A N
D R A N D O M
U P P E R S E M I C O N T I N U O U S F U N C T I O N S 165
XIA WANG
FUZZY REGRESSION M E T H O D S
CONDITIONAL D E N S I T Y E S T I M A T I O N U S I N G F U Z Z Y G A R
C H
M O D E L S 173
RUI JORGE ALMEIDA, NALAN BA§TIIRK. UZAY KAYMAK. JOAO MIGUEL DA COSTA
SOUSA
L P M E T H O D S FOR F U Z Z Y R E G R E S S I O N A N D A N E W A P P
R O A C H 183
BEKIR QETINTAV, FIRAT OZDEMIR
F U Z Z Y L E A S T S Q U A R E S E S T I M A T I O N W I T H N E W F U
Z Z Y
O P E R A T I O N S 193
JIN HEE YOON, SEUNG HOE CHOI
SOFT COMPUTING AND STATISTICS
EFFICIENT C A L C U L A T I O N O F K E N D A L L ' S T F O R I N T E R
V A L D A T A 203
OLGIERD HRYNIEWICZ, KAROL OPARA
C O N T I N U O U S G A U S S I A N E S T I M A T I O N O F D I S T R I
B U T I O N
A L G O R I T H M 211
SHAHRAM SHAHRAKI, MOHAMMAD REZA AKBARZADEH TUTUNCHY
R E G I O N A L S P A T I A L A N A L Y S I S C O M B I N I N G F U Z Z
Y C L U S T E R I N G A N D N O N - P A R A M E T R I C C O R R E L A T
I O N 219
BIILENT TIITMEZ. UZAY KAYMAK
ROBUST STATISTICS
T H E P - V A L U E LINE: A W A Y T O C H O O S E F R O M D I F F E R E
N T T E S T
R E S U L T S 229
ALFONSO GARCIA-PEREZ
O U T L I E R D E T E C T I O N I N H I G H D I M E N S I O N U S I N G
R E G U L A R I Z A T I O N 237
MORITZ GSCHWANDTNER, PETER FILZMOSER
R O B U S T D I A G N O S T I C S O F F U Z Z Y C L U S T E R I N G R E
S U L T S U S I N G T H E
C O M P O S I T I O N A L A P P R O A C H 245
KAREL HRON, PETER FILZMOSER
R A N K T E S T S U N D E R U N C E R T A I N T Y : R E G R E S S I O N
A N D L O C A L
H E T E R O S C E D A S T I C I T Y 255
JANA JURECKOVD, RADIM NAVRATIL
IMAGE 4
XIV
CONTENTS
R O B U S T N E S S I S S U E S I N T E X T M I N I N G 263
MARCO TURCHI, DOMENICO PERROTTA, MARCO RIA.NI, ANDREA CERIOLI
A N A L T E R N A T I V E A P P R O A C H T O T H E M E D I A N O F A R
A N D O M
I N T E R V A L U S I N G A N L 2 M E T R I C 273
BEATRIZ SINOVA, GIL GONZALEZ-RODRIGUEZ, STEFAN VAN AELST
C O M P A R I N G C L A S S I C A L A N D R O B U S T S P A R S E P C A
283
VALENTIN TODOROV, PETER FILZMOSER
A N E X A C T A L G O R I T H M FOR L I K E L I H O O D - B A S E D I M
P R E C I S E R E G R E S S I O N I N T H E C A S E O F S I M P L E L I
N E A R R E G R E S S I O N W I T H
I N T E R V A L D A T A 293
ANDREA WIENCIERZ, MARCO E. G. V. CATTANEO
P A R T IV: MATHEMATICAL A S P E C T S
COPULAS
E V O L U T I O N O F T H E D E P E N D E N C E O F R E S I D U A L L I
F E T I M E S 305
FABRIZIO DURANTE, RACHELE FOSCHI
A S P A T I A L C O N T A G I O N T E S T FOR F I N A N C I A L M A R K
E T S 313
FABRIZIO DURANTE, ENRICO FOSCOLO, MIROSLAV SABO
O N C O P U L A S A N D D I F F E R E N T I A L I N C L U S I O N S 321
PIOTR JAWORSKI
A N A N A L Y T I C A L C H A R A C T E R I Z A T I O N O F T H E E X C
H A N G E A B L E
W I D E - S E N S E G E O M E T R I C L A W 331
JAN-FREDERIK MAI, MATTHIAS SCHERER, NATALIA SHENKMAN
H M M A N D H A C 341
WEINING WANG, OSTAP OKHRIN, WOLFGANG KARL HARDLE
S O M E S M O O T H I N G P R O P E R T I E S O F T H E S T A R P R O D
U C T
O F C O P U L A S 349
WOLFGANG TRUTSCHNIG
DECISION MAKING AND SOFT COMPUTING
STATISTICAL H Y P O T H E S I S T E S T F O R T H E D I F F E R E N C E
B E T W E E N
H I R S C H I N D I C E S O F T W O P A R E T O - D I S T R I B U T E D
R A N D O M
S A M P L E S 359
MAREK GAGOLEWSKI
H O W T O I N T R O D U C E F U Z Z Y R A T I O N A L I T Y M E A S U R
E S A N D F U Z Z Y
R E V E A L E D P R E F E R E N C E S I N T O A D I S C R E T E C H O I
C E M O D E L 369
DAVIDE MARTINETTI, ANTONIO LUCADAMO, SUSANA MONTES
IMAGE 5
CONTENTS XV
F U Z Z Y R U L E - B A S E D E N S E M B L E F O R E C A S T I N G : I
N T R O D U C T O R Y S T U D Y 379
DAVID SIKORA, MARTIN STEPNICKA, LENKA VAVNCKOVA
PARTIAL KNOWLEDGE AND CONDITIONAL UNCERTAINTY MEASURES
H Y B R I D M O D E L S : P R O B A B I L I S T I C A N D F U Z Z Y I N
F O R M A T I O N 389
GIULIANELLA COLETTI, BARBARA VANTAGGI
C O N J U N C T I O N , D I S J U N C T I O N A N D I T E R A T E D C O
N D I T I O N I N G OF
C O N D I T I O N A L E V E N T S 399
ANGELO GILIO, GIUSEPPE SANFILIPPO
O C K H A M ' S R A Z O R I N P R O B A B I L I T Y L O G I C 409
GEMOT D. KLEITER
C O N G L O M E R A T E C O H E R E N T L O W E R P R E V I S I O N S
419
ENRIQUE MIRANDA, MARCO ZAFFALON
E V I D E N T I A L N E T W O R K S F R O M A D I F F E R E N T P E R S
P E C T I V E 429
JIFINA VEJNAROVA
PART V: ENGINEERING
BIOINFORMATICS AND INFORMATION MINING
GENERALISED M E D I A N P O L I S H B A S E D O N A D D I T I V E G E N
E R A T O R S . . . 439
BALASUBRAMANIAM JAYARAM. FRANK KLAWONN
G R A S P I N G T H E C O N T E N T O F W E B S E R V E R S LOGS: A L I
N G U I S T I C
S U M M A R I Z A T I O N A P P R O A C H 449
JANUSZ KACPRZYK, SLAWOMIR ZADROZNY
A U T O M A T I C T U N I N G O F I M A G E S E G M E N T A T I O N P A
R A M E T E R S
B Y M E A N S O F F U Z Z Y F E A T U R E E V A L U A T I O N 459
ARIF UL MAULA KHAN, RALF MIKUT, BRIGITTE SCHWEITZER, CARSTEN WEISS,
MARKUS REISCHL
M O D I F I E D S E Q U E N T I A L F O R W A R D S E L E C T I O N A P
P L I E D T O
P R E D I C T I N G S E P T I C S H O C K O U T C O M E I N T H E I N T
E N S I V E C A R E
U N I T 469
RUBEN DUARTE PEREIRA, JOAO SOUSA, SUSANA VIEIRA, SHANE RETI, STAN
FINKELSTEIN
IMAGE 6
XVI
CONTENTS
C O M P U T A T I O N A L INTELLIGENCE
POSSIBILISTIC L O C A L S T R U C T U R E FOR C O M P I L I N G M I N -
B A S E D N E T W O R K S 479
RAOUIA AYACHI, NAHLA BEN AMOR, SALEM BENFERHAT
N A I V E B A Y E S A N T C O L O N Y O P T I M I Z A T I O N FOR E X P
E R I M E N T A L
D E S I G N 489
MATTEO BORROTTI, IRENE POLI
I N F E R E N C E S I N B I N A R Y R E G R E S S I O N M O D E L S F O
R I N D E P E N D E N T
D A T A W I T H M E A S U R E M E N T E R R O R S I N C O V A R I A T E
S 499
VANDNA JOWAHEER, BRAJENDRA C. SUTRADHAR, ZHAOZHI FAN
M U L T I - D I M E N S I O N A L F A I L U R E P R O B A B I L I T Y E
S T I M A T I O N I N
A U T O M O T I V E I N D U S T R Y B A S E D O N C E N S O R E D W A R
R A N T Y D A T A . . . . 507
MARK LAST, ALEXANDRA ZHMUDYAK, HEZI HALPERT, SUGATO CHAKRABARTY
INDUSTRIAL APPLICATIONS
R E S O L U T I O N O F I N C O N S I S T E N T R E V I S I O N P R O B
L E M S I N M A R K O V
N E T W O R K S 517
ALJOSCHA KLOSE, JAN WENDLER, JORG GEBHARDT, HEINZ DETMER
A N A L Y S I S O F D Y N A M I C B R A I N N E T W O R K S U S I N G V
A R M O D E L S . . . . 525
CHRISTIAN MOEWES, RUDOLF KRUSE, BERNHARD A. SABEL
V I S U A L I S I N G T E M P O R A L I T E M S E T S : G U I D E D D R
I L L - D O W N W I T H
H I E R A R C H I C A L A T T R I B U T E S 533
FABIAN SCHMIDT, MARTIN SPOTT
MACHINE LEARNING
B A Y E S I A N B L O C K - D I A G O N A L P R E D I C T I V E
CLASSIFIER FOR G A U S S I A N D A T A 543
JUKKA CORANDER, TIMO KOSKI, TATJANA PAVLENKO, ANNIKA TILLANDER
S T O C H A S T I C M E A S U R E O F I N F O R M A T I V I T Y A N D I
T S A P P L I C A T I O N T O
T H E T A S K O F S T A B L E E X T R A C T I O N O F F E A T U R E S
553
ALEXANDER LEPSKIY
C L U S T E R I N G O N D Y N A M I C S O C I A L N E T W O R K D A T A
563
PASCAL HELD, KAI DANNIES
M E R G I N G P A R T I T I O N S U S I N G S I M I L A R I T I E S O F
A N C H O R S U B S E T S 573
THOMAS A. RUNKLER
A U T H O R I N D E X 583 |
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| genre | (DE-588)1071861417 Konferenzschrift 2012 Konstanz gnd-content |
| genre_facet | Konferenzschrift 2012 Konstanz |
| id | DE-604.BV040767994 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-21T00:33:48Z |
| institution | BVB |
| isbn | 364233041X 9783642330414 9783642330421 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025746427 |
| oclc_num | 830908780 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-473 DE-BY-UBG |
| owner_facet | DE-91 DE-BY-TUM DE-473 DE-BY-UBG |
| physical | XVI, 584 S. 235 mm x 155 mm |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Springer |
| record_format | marc |
| series | Advances in intelligent systems and computing |
| series2 | Advances in intelligent systems and computing |
| spelling | Synergies of soft computing and statistics for intelligent data analysis Rudolf Kruse ... (ed.) Berlin [u.a.] Springer 2013 XVI, 584 S. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Advances in intelligent systems and computing 190 Soft Computing (DE-588)4455833-8 gnd rswk-swf Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Konstanz gnd-content Wahrscheinlichkeitstheorie (DE-588)4079013-7 s Statistik (DE-588)4056995-0 s Soft Computing (DE-588)4455833-8 s DE-604 Kruse, Rudolf 1952- (DE-588)123772540 edt Advances in intelligent systems and computing 190 (DE-604)BV040368268 190 text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4093510&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025746427&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Synergies of soft computing and statistics for intelligent data analysis Advances in intelligent systems and computing Soft Computing (DE-588)4455833-8 gnd Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4455833-8 (DE-588)4079013-7 (DE-588)4056995-0 (DE-588)1071861417 |
| title | Synergies of soft computing and statistics for intelligent data analysis |
| title_auth | Synergies of soft computing and statistics for intelligent data analysis |
| title_exact_search | Synergies of soft computing and statistics for intelligent data analysis |
| title_full | Synergies of soft computing and statistics for intelligent data analysis Rudolf Kruse ... (ed.) |
| title_fullStr | Synergies of soft computing and statistics for intelligent data analysis Rudolf Kruse ... (ed.) |
| title_full_unstemmed | Synergies of soft computing and statistics for intelligent data analysis Rudolf Kruse ... (ed.) |
| title_short | Synergies of soft computing and statistics for intelligent data analysis |
| title_sort | synergies of soft computing and statistics for intelligent data analysis |
| topic | Soft Computing (DE-588)4455833-8 gnd Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Soft Computing Wahrscheinlichkeitstheorie Statistik Konferenzschrift 2012 Konstanz |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4093510&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025746427&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV040368268 |
| work_keys_str_mv | AT kruserudolf synergiesofsoftcomputingandstatisticsforintelligentdataanalysis |