Advances in intelligent data analysis XI: 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2012
|
| Schriftenreihe: | Lecture notes in computer science
7619 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XIV, 426 S. Ill., graph. Darst. 235 mm x 155 mm |
| ISBN: | 3642341551 9783642341557 |
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IMAGE 1
T A B L E O F C O N T E N T S
I N V I T E D P A P E R S
OVER-FITTING IN MODEL SELECTION AND ITS AVOIDANCE (ABSTRACT) " 1
GAVIN C. CAWLEY
INTELLIGENT D A T A ANALYSIS OF HUMAN GENETIC DATA 2
PAOLA SEBASTIANI
QUERIES FOR D A T A ANALYSIS 7
A M O SIEBES
S E L E C T E D C O N T R I B U T I O N S
PARALLEL D A T A MINING REVISITED. BETTER, NOT FASTER 23
ZAENAL AKBAR, VIOLETA N. IVANOVO,, AND MICHAEL B. BERTHOLD
WEIGHTING FEATURES FOR PARTITION AROUND MEDOIDS USING THE MINKOWSKI
METRIC 35
RENATO CORDEIRO DE A M O R I M AND TREVOR FENNER
ON INITIALIZATIONS FOR THE MINKOWSKI WEIGHTED K-MEANS 45
RENATO CORDEIRO DE A M O R I M A N D P E T E R KOMISARCZUK
A SKEW-T-NORMAL MULTI-LEVEL REDUCED-RANK FUNCTIONAL P C A MODEL FOR THE
ANALYSIS OF REPLICATED GENOMICS TIME COURSE DATA 56
MAURICE B E R K AND GIOVANNI M O N T A N A
METHODOLOGICAL FOUNDATION FOR SIGN LANGUAGE 3D MOTION TRAJECTORY
ANALYSIS 67
MEHREZ BOULARES AND MOHAMED J E M N I
ASSEMBLY DETECTION IN CONTINUOUS NEURAL SPIKE TRAIN DATA 78
CHRISTIAN BRAUNE. CHRISTIAN BORGELT, AND SONJA GRIIN
ONLINE TECHNIQUES FOR DEALING WITH CONCEPT DRIFT IN PROCESS MINING . . .
90 JOSEP CARMONA AND RICARD GAVALDA
AN EVOLUTIONARY BASED CLUSTERING ALGORITHM APPLIED T O DADA COMPRESSION
FOR INDUSTRIAL SYSTEMS 103
J U N CHEN, MAHDI MAHFOUF. CHRIS BINGHAM, YU ZHANG, ZHIJING YANG, AND
MICHAEL GALLIMORE
HTTP://D-NB.INFO/102594481X
IMAGE 2
XII TABLE OF CONTENTS
MULTI-LABEL LEGO - ENHANCING MULTI-LABEL CLASSIFIERS WITH LOCAL PATTERNS
114
WOUTER DUIVESTEIJN, ENELDO LOZA MENCIA, JOHANNES FIIRNKRANZ, AND A R N O
KNOBBE
DISCRIMINATIVE DIMENSIONALITY REDUCTION MAPPINGS 126
ANDREJ GISBRECHT. DANIELA HOFMANN, AND BARBARA H A M M E R
FINDING INTERESTING CONTEXTS FOR EXPLAINING DEVIATIONS IN BUS TRIP
DURATION USING DISTRIBUTION RULES 139
AUPIO M. JORGE. JOAO MENDES-MOREIRA, JORGE FREIRE DE SOUSA, CARLOS
SOARES, AND PAULO J. AZEVEDO
CURVE FITTING FOR SHORT TIME SERIES D A T A FROM HIGH THROUGHPUT
EXPERIMENTS WITH CORRECTION FOR BIOLOGICAL VARIATION 150
FRANK KLAWONN, NADA ABIDI, EVELIN BERGER, AND LOTHAR JANSCH
FORMALIZING COMPLEX PRIOR INFORMATION TO QUANTIFY SUBJECTIVE
INTERESTINGNESS OF FREQUENT PATTERN SETS 161
KLEANTHIS-NIKOLAOS KONTONASIOS AND TIJL DEBIE
MCUT: A THRESHOLDING STRATEGY FOR MULTI-LABEL CLASSIFICATION 172
CHRISTINE LARGERON, CHRISTOPHE MOULIN, AND MATHIAS GERY
IMPROVING TAG RECOMMENDATION USING FEW ASSOCIATIONS 184
MATTHIJS VAN LEEUWEN AND DIYAH PUSPITANINGRUM
IDENTIFYING ANOMALOUS SOCIAL CONTEXTS FROM MOBILE PROXIMITY D A T A
USING BINOMIAL MIXTURE MODELS 195
ERIC MALMI, JUHA RAITIO, OSKAR KOHONEN, K R I S T A LAGUS, AND TIMO
HONKELA
CONSTRAINED CLUSTERING USING SAT 207
JEAN-PHILIPPE METIVIER, PATRICE BOIZUMAULT, B R U N O CREMILLEUX, MEHDI
KHIARI, AND S A M I R LOUDNI
TWO-STAGE APPROACH FOR ELECTRICITY CONSUMPTION FORECASTING IN PUBLIC
BUILDINGS ~ 219
ANTONIO MORDN, MIGUEL A . PRADA, SERAFIN ALONSO, PABLO BARRIENTOS, J U A
N J. FUERTES, MANUEL DOMINGUEZ, AND IGNACIO DIAZ
ONLINE PREDICTIVE MODEL FOR TAXI SERVICES 230
LUIS MOREIRA-MATIAS, JOAO GAMA, MICHEL FERREIRA, JOAO MENDES-MOREIRA,
AND LUIS D A M A S
ANALYSIS OF NOISY BIOSIGNALS FOR MUSICAL PERFORMANCE 241
JOONAS PAALASMAA, DAVID J. MURPHY, A N D OVE HOLMQVIST
IMAGE 3
TABLE OF CONTENTS XIII
INFORMATION THEORETIC APPROACH TO IMPROVE PERFORMANCE OF NETWORKED
CONTROL SYSTEMS 253
MARKO PAAVOLA, MIKA RUUSUNEN, A K I SORSA, AND KAUKO LEIVISKA
LEARNING PATTERN GRAPHS FOR MULTIVARIATE TEMPORAL P A T T E R N
RETRIEVAL ; . . . . 264
SEBASTIAN PETER. FRANK HOPPNER, AND MICHAEL R . BERTHOLD
G E T J V I O V E : AN EFFICIENT AND UNIFYING SPATIO-TEMPORAL PATTERN
MINING ALGORITHM FOR MOVING OBJECTS 276
PHAN NHAT HAI. PASCAL PONCELET, AND MAGUELONNE TEISSEIRE
FUZZY FREQUENT PATTERN MINING IN SPIKE TRAINS 289
DAVID PICADO MUINO, IVAN CASTRO LEON, A N D CHRISTIAN BORGELT
MASS SCALE MODELING AND SIMULATION OF THE AIR-INTERFACE LOAD IN 3G RADIO
ACCESS NETWORKS 301
DEJAN RADOSAVLJEVIK, P E T E R VAN DER PUTTEN, AND KIRN KYLLESBECH
LARSEN
BATCH-INCREMENTAL VERSUS INSTANCE-INCREMENTAL LEARNING IN DYNAMIC AND
EVOLVING DATA 313
JESSE READ, ALBERT BIFET, BERNHARD PFAHRINGER, AND GEOFF HOLMES
APPLYING PIECEWISE APPROXIMATION IN PERCEPTION TRAINING OF CONDITIONAL
RANDOM FIELDS 324
TEEMU RUOKOLAINEN
PATCH-BASED DATA ANALYSIS USING LINEAR-PROJECTION DIFFUSION 334
MOSHE SALHOV, GUY WOLF, A M I R AVERBUCH, AND PEKKA NEITTAANMDKI
DICTIONARY CONSTRUCTION FOR PATCH-TO-TENSOR EMBEDDING 346
MOSHE SALHOV, GUY WOLF, A M I T BERMANIS, A M I R AVERBUCH, AND PEKKA
NEITTAANMDKI
WHERE ARE WE GOING? PREDICTING THE EVOLUTION OF INDIVIDUALS 357
ZAIGHAM FARAZ SIDDIQUI, MDRCIA OLIVEIRA, JOAO GAMA, AND MYRA
SPILIOPOULOU
USE OF GENERAL PURPOSE G P U PROGRAMMING TO ENHANCE T H E CLASSIFICATION
OF LEUKAEMIA BLAST CELLS IN BLOOD SMEAR IMAGES 369
STEFAN SKROBANSKI, STELIOS PAVLIDIS, WAIDAH ISMAIL, ROSLINE HASSAN,
STEVE COUNSELL, AND STEPHEN SWIFT
INTELLIGENT DATA ANALYSIS BY A HOME-USE HUMAN MONITORING ROBOT . . . .
381 SHINSUKE SUGAYA, DAISUKE TAKAYAMA, A S U K I KOUNO, AND EINOSHIN
SUZUKI
IMAGE 4
XIV TABLE OF CONTENTS
SLEEP MUSICALIZATION: AUTOMATIC MUSIC COMPOSITION FROM SLEEP
MEASUREMENTS 392
AURORA TULILAULU, JOONAS PAALASMAA, MIKKO WARIS, AND H A N N U TOIVONEN
ENGINE PARAMETER OUTLIER DETECTION: VERIFICATION BY SIMULATING P I D
CONTROLLERS GENERATED BY GENETIC ALGORITHM 404
JONI VESTERBACK, VLADIMIR BOCHKO, MIKA RUOHONEN, J A R M O ALANDER,
ANDREAS BACK, M A R T I N NYLUND, ALLAN DAL, AND FREDRIK O S T M A N
UNIT OPERATIONAL PATTERN ANALYSIS AND FORECASTING USING EMD AND SSA FOR
INDUSTRIAL SYSTEMS 416
ZHIJING YANG, CHRIS BINGHAM, WING-KUEN LING, YU ZHANG, MICHAEL
GALLIMORE, AND JILL STEWART
A U T H O R I N D E X 425 |
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| discipline | Informatik Mathematik |
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| spelling | Advances in intelligent data analysis XI 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings Jaakko Hollmén ... (eds.) Berlin [u.a.] Springer 2012 XIV, 426 S. Ill., graph. Darst. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7619 Datenanalyse (DE-588)4123037-1 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Helsinki gnd-content Datenanalyse (DE-588)4123037-1 s DE-604 Hollmén, Jaakko Sonstige (DE-588)1027458173 oth IDA 11 2012 Helsinki Sonstige (DE-588)1027458238 oth Erscheint auch als Online-Ausgabe 978-3-642-34156-4 Lecture notes in computer science 7619 (DE-604)BV000000607 7619 text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4121764&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=025363393&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Advances in intelligent data analysis XI 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings |
| title_auth | Advances in intelligent data analysis XI 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings |
| title_exact_search | Advances in intelligent data analysis XI 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings |
| title_full | Advances in intelligent data analysis XI 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings Jaakko Hollmén ... (eds.) |
| title_fullStr | Advances in intelligent data analysis XI 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings Jaakko Hollmén ... (eds.) |
| title_full_unstemmed | Advances in intelligent data analysis XI 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings Jaakko Hollmén ... (eds.) |
| title_short | Advances in intelligent data analysis XI |
| title_sort | advances in intelligent data analysis xi 11th international symposium ida 2012 helsinki finland october 25 27 2012 proceedings |
| title_sub | 11th international symposium, IDA 2012, Helsinki, Finland, October 25 - 27, 2012 ; proceedings |
| topic | Datenanalyse (DE-588)4123037-1 gnd |
| topic_facet | Datenanalyse Konferenzschrift 2012 Helsinki |
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