Intelligent data engineering and automated learning - IDEAL 2007: 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2007
|
| Schriftenreihe: | Lecture notes in computer science
4881 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XX, 1173 S. graph. Darst. 235 mm x 155 mm |
| ISBN: | 9783540772255 3540772251 |
Internformat
MARC
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| 245 | 1 | 0 | |a Intelligent data engineering and automated learning - IDEAL 2007 |b 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings |c Hujun Yin ... (eds.) |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2007 | |
| 300 | |a XX, 1173 S. |b graph. Darst. |c 235 mm x 155 mm | ||
| 336 | |b txt |2 rdacontent | ||
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| 490 | 1 | |a Lecture notes in computer science |v 4881 | |
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| 650 | 4 | |a Bioinformatik - Kongress - Birminham <2007> | |
| 650 | 4 | |a Data Mining - Wissenstechnik - Kongress - Birminham <2007> | |
| 650 | 4 | |a Financial Engineering - Kongress - Birminham <2007> | |
| 650 | 4 | |a Maschinelles Lernen - Kongress - Birminham <2007> | |
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Datensatz im Suchindex
| _version_ | 1820875033524830208 |
|---|---|
| adam_text |
TABLE OF CONTENTS
LEARNIN
G AN
D INFORMATIO
N PROCESSIN
G
SUPPOR
T FUNCTION MACHINES 1
JIUZHEN HANG
DIFFERENT BAYESIAN NETWORK MODELS IN TH
E CLASSIFICATION OF REMOT
E
SENSING IMAGES 10
CRISTINA SOLARES AND ANA MARIA SANZ
GROU
P DECISION MAKING WIT
H TRIANGULAE
R FUZZY LINGUISTIC VARIABLES 17
ZESHUI XU
SPARSE KERNE
L MODELLING: A UNIFIED APPROACH 27
S. CHEN, X. HONG, AND C.J. HARRIS
ADVANCED FORECASTING AN
D CLASSIFICATION TECHNIQUE FOR CONDITION
MONITORIN
G OF ROTATIN
G MACHINERY 37
ILYA MOKHOV AND ALEXEY MININ
OU
T OF BOOTSTRA
P ESTIMATIO
N OF GENERALIZATION ERRO
R CURVES IN BAGGING
ENSEMBLES 47
DANIEL HERNAENDEZ-LOBATO, GONZALO MARTINEZ-MUNOZ, AND
ALBERTO SUDREZ
AN EDI
T DISTANC
E APPROACH T
O SHALLOW SEMANTIC LABELING 57
SAMUEL W.K. CHAN
A COMPARISON OF ONE-CLASS CLASSIFIERS FOR NOVELTY DETECTION IN FORENSIC
CASE DAT
A 67
FREDERIC RATLE, MIKHAIL KANEVSKI, ANNE-LAURE TERRETTAZ-ZUFFEREY,
PIERRE ESSEIVA, AND OLIVIER RIBAUX
VARIATIONA
L GT
M 77
IVAN OLIER AND ALFREDO VELLIDO
SKILL COMBINATION FOR REINFORCEMENT LEARNING 87
ZHIHUI LUO, DAVID BELL, AND BARRY MCCOLLUM
A NEW RECURRIN
G MULTISTAG
E EVOLUTIONAR
Y ALGORITHM FOR SOLVING
PROBLEM
S EFFICIENTLY 97
MD. MONIRUL ISLAM, MOHAMMAD SHAFIUL ALAM, AND KAZUYUKI MURASE
TH
E EFFECT OF MISSING WIN
D SPEED DAT
A ON WIN
D POWER ESTIMATIO
N 107
FATIH ONUR HOCAOGLU AND MEHMET KURBAN
GESCANNT DURCH
BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/986338907
DIGITALISIERT DURCH
TABLE OF CONTENTS
EXPLORATIO
N OF A TEX
T COLLECTION AN
D IDENTIFICATION OF TOPICS BY
CLUSTERIN
G 115
ANTOINE NAUD AND SHIRO USUI
ASYNCHRONOU
S BC
I CONTRO
L OF A ROBO
T SIMULATO
R WIT
H SUPERVISE
D
ONLINE TRAININ
G 125
CHUN SING LOUIS TSUI AND JOHN Q. GAN
FUZZY RIDGE REGRESSION WIT
H NON SYMMETRI
E MEMBERSHI
P FUNCTION
S
AN
D QUADRATI
C MODELS 135
S. DONOSO, N. MARIN, AND M.A. VILA
A SUBJECTIV
E AN
D OBJECTIV
E INTEGRATE
D METHO
D FOR MAGD
M PROBLEM
S
WIT
H MULTIPL
E TYPE
S OF EXAC
T PREFERENCE FORMAT
S 145
ZESHUI XU AND JIAN CHEN
ENERG
Y SAVING BY MEANS OF FUZZY SYSTEM
S 155
JOSE R. VILLAR, ENRIQUE DE LA CAL, AND JAVIER SEDANO
A COMPARATIV
E STUD
Y OF LOCAL CLASSIFIERS BASED O
N CLUSTERIN
G
TECHNIQUES AN
D ONE-LAYER NEURA
L NETWORKS 168
YURIDIA GAGO-PALLARES, OSCAR FONTENLA-ROMERO, AND
AMPARO ALONSO-BETANZOS
FILTE
R METHOD
S FOR FEATUR
E SELECTION - A COMPARATIV
E STUD
Y 178
NOELIA SDNCHEZ-MARONO, AMPARO ALONSO-BETANZOS, AND
MARIA TOMBILLA-SANROMDN
FPGA-BASE
D ARCHITECTUR
E FOR COMPUTIN
G TESTOR
S 188
ALEJANDRO ROJAS, RENE CUMPLIDO, J. ARIEL CARRASCO-OCHOA,
CLAUDIA FEREGRINO, AND J. FRANCISCO MARTINEZ-TRINIDAD
MINIMAL BSD
T ABSTRAC
T SELECTIONAL MACHINES AN
D THEI
R SELECTIONAL
AN
D COMPUTATIONA
L PERFORMANC
E 198
PETRO GOPYCH
ACTIVE LEARNING FOR REGRESSION BASED ON QUER
Y BY COMMITTE
E 209
ROBERT BURBIDGE, JEM J. ROWLAND, AND ROSS D. KING
INFLUENCE OF WAVELET FREQUENCY AN
D ORIENTATIO
N IN A
N SVM-BASED
PARALLEL GABO
R PC
A FACE VERIFICATION SYSTE
M 219
ANGEL SERRANO, ISAAC MARTIN DE DIEGO, CRISTINA CONDE,
ENRIQUE CABELLO, LINIIN SHEN, AND LI BAI
WRAPPIN
G TH
E NAIVE BAYES CLASSIFIER T
O RELA
X TH
E EFFECT OF
DEPENDENCES 229
JOSE CARLOS CORTIZO, IGNACIO GIRALDEZ, AND MARI CRUZ GAYA
TABLE OF CONTENTS
PREFERENCE LEARNING FROM INTERVA
L PAIRWISE DATA
. A DISTANCE-BASED
APPROAC
H 240
ESTHER DOPAZO, MAURICIO RUIZ- TAGLE, AND JUAN ROBLES
PSYCHOMETRI
C FUNCTIONS WITHI
N TH
E FRAMEWORK OF BINAR
Y SIGNAL
DETECTIO
N THEORY
: CODING TH
E FACE IDENTIT
Y 248
PETRO GOPYCH AND ANNA KOLOT
LOAD FORECASTING WIT
H SUPPOR
T VECTOR MACHINES AN
D SEMI-PARAMETRI
C
METHO
D 258
J.A. JORDAAN AND A. UKIL
REPRODUCIN
G KERNEL HUBER
T SPACE METHOD
S T
O REDUCE PULS
E
COMPRESSION SIDELOBES 268
J.A. JORDAAN, M.A. VAN WYK, AND B.J. VAN WYK
SUPPOR
T KERNE
L MACHINE-BASED ACTIVE LEARNING T
O FIN
D LABELS AN
D A
PROPE
R KERNE
L SIMULTANEOUSLY 277
YASUSI SINOHARA AND ATSUHIRO TAKASU
MAKING CLASS BIAS USEFUL: A STRATEG
Y OF LEARNIN
G FROM IMBALANCED
DAT
A 287
JIE GU, YUANBING ZHOU, AND XIANQIANG ZUO
DETECTIN
G PHISHIN
G E-MAILS BY HETEROGENEOUS CLASSIFICATION 296
M. DOLORES DEL CASTILLO, ANGEL IGLESIAS, AND J. IGNADO SERRANO
LOAD BALANCING IN FAULT TOLERANT VIDEO SERVER 306
D.N. SUJATHA, K. GIRISH, B. RASHMI, K.R. VENUGOPAL, AND
L.M. PATNAIK
POSITION-AWAR
E STRING KERNELS WIT
H WEIGHTED SHIFTS AN
D A GENERAL
FRAMEWORK T
O APPLY STRIN
G KERNELS T
O OTHE
R STRUCTURE
D DAT
A 316
KILHO SHIN
A NEW REGRESSION BASED SOFTWARE COST ESTIMATIO
N MODEL USING POWER
VALUES 326
OKTAY ADALIER, AYBARS UGUR, SERDAR KORUKOGLU, AND KADIR ERTAS
VISUALISING AN
D CLUSTERIN
G VIDEO DAT
A 335
COLIN FYFE, WEI CHUANG OOI, AND HANSEOK KO
NEURA
L NETWORK-BASED RECEIVER FOR UPLINK MULTIUSER CODE DIVISION
MULTIPL
E ACCESS COMMUNICATIO
N SYSTEM 345
ZI-WEI ZHENG
EVOLVING TREE ALGORITH
M MODIFICATIONS 356
VINCENZO CANNELLA, RICCARDO RIZZO, AND ROBERTO PIRRONE
TABLE OF CONTENTS
A LINEA
R LEARNIN
G METHO
D FOR MULTILAYE
R PERCEPTRON
S USING
LEAST-SQUARE
S 365
BERTHA GUIJARRO-BERDINAS, OSCAR FONTENLA-ROMERO,
BEATRIZ PEREZ-SDNCHEZ, AND PAULA FRAGUELA
A DISCRIMINATIV
E MODEL CORRESPONDIN
G T
O HIERARCHICAL HMMS 375
TAKAAKI SUGIURA, NAOTO GOTO, AND AKIRA HAYASHI
FINDIN
G UNSATISFIABLE SUBFORMULAS WIT
H STOCHASTI
C METHO
D 385
JIANMIN ZHANG, SHENGYU SHEN, AND SIKUN LI
A NEW EFHCIENT APPROAC
H IN CLUSTERIN
G ENSEMBLES 395
JAVAD AZIMI, MONIREH ABDOOS, AND MORTEZA ANALOUI
A
N EVOLUTIONAR
Y HYPERHEURISTI
C T
O SOLVE STRIP-PACKIN
G PROBLEM
S 406
PABLO GARRIDO AND MARIA-CRISTINA RIFF
STATISTICA
L ANALYSIS OF SAMPLE-SIZE EFFECTS I
N IC
A 416
J. MICHAEL HERRMANN AND FABIAN J. THEIS
HPGP
: AN ABSTRACTION-BASE
D FRAMEWORK FOR DECISION-THEORETI
C
PLANNIN
G 426
LETICIA FRISKE AND CARLOS HENRIQUE COSTA RIBEIRO
CORRECTION OF MEDICAL HANDWRITIN
G OC
R BASED ON SEMANTI
C
SIMILARITY 437
BARTOSZ BRODA AND MACIEJ PIASECKI
MULTIPLE CLASSIFIER FUSION USING FC-NEAREST LOCALIZED TEMPLATE
S 447
JUN-KI MIN AND SUNG-BAE CHO
DATA MINING AND INFORMATION MANAGEMENT
COLOR IMAGE SEGMENTATION APPLIED T
O MEDICAL DOMAIN 457
LIANA STANESCU, DAN DUMITRU BURDESCU, AND COSMIN STOICA
HIERARCHICAL PROGRA
M REPRESENTATIO
N FOR PROGRA
M ELEMEN
T MATCHIN
G . .
. 467
FERNANDO BERZAL, JUAN-CARLOS CUBERO, AND AIDA JIMENEZ
A COMBINATION-OF-TOOLS METHO
D FOR LEARNIN
G INTERPRETABL
E FUZZY
RULE-BASED CLASSIFIERS FROM SUPPOR
T VECTOR MACHINES 477
TAMAS KENESEI, JOHANNES A. ROUBOS, AND JANOS ABONYI
AN EFFECTIVE CONTENT-BASE
D IMAG
E RETRIEVA
L SYSTE
M BY HIERACHICAL
SEGMENTATIO
N 487
MINGXIN ZHANG, ZHAOGAN LU, AND JUNYI SHEN
KNOWLEDGE EXTRACTIO
N FROM UNSTRUCTURE
D SURFACE MESHES 497
LARS GRAENING, MARKUS OLHOFER, AND BERNHARD SENDHOFF
TABLE OF CONTENTS
CLUSTERIN
G WIT
H REINFORCEMENT LEARNING 507
WESAM BARBAKH AND COLIN FYFE
MINING FREQUENT ITEMSET
S IN LARGE DAT
A WAREHOUSES: A NOVEL
APPROACH PROPOSE
D FOR SPARSE DAT
A SETS 517
S.M. FAKHRAHMAD, M. ZOLGHADRI JAHROMI, AND M.H. SADREDDINI
A SPARSE BAYESIAN POSITIO
N WEIGHTED BIO-KERNEL NETWORK 527
DAVID C. TRUDGIAN AND ZHENG RONG YANG
SQUAR
E PENALT
Y SUPPOR
T VECTOR REGRESSION 537
ALVARO BARBERO, JORGE LOPEZ, AND JOSE R. DORRONSORO
CONSTRUCTIN
G ACCURAT
E FUZZY RULE-BASED CLASSIFICATION SYSTEMS USING
APRIOR
I PRINCIPLES AN
D RULE-WEIGHTING 547
S.M. FAKHRAHMAD, A. ZARE, AND M. ZOLGHADRI JAHROMI
VISUALIZATION OF TOPOLOGY REPRESENTIN
G NETWORKS 557
AGNES VATHY-FOGARASSY, AGNES WERNER-STARK, BALAZS GAL, AND
JANOS ABONYI
TH
E OUTE
R IMPARTATIO
N INFORMATIO
N CONTEN
T OF RULE
S AN
D RUL
E SET
S .
. 56
7
DAN HU AND YUAN/U FENG
AN ENGINEERING APPROACH T
O DAT
A MINING PROJECT
S 578
OSCAR MARBDN, GONZALO MARISCAL, ERNESTINA MENASALVAS, AND
JAVIER SEGOVIA
CLASSIFYING POLYPHONIC MELODIES BY CHOR
D ESTIMATIO
N BASED ON HIDDEN
MARKOV MODEL 589
YUKITERU YOSHIHARA, TAKAO MIURA, AND ISAMU SHIOYA
ELASTI
C NON-CONTIGUOUS SEQUENCE PATTER
N DETECTIO
N FOR DAT
A STREA
M
MONITORIN
G 599
XINQIANG ZUO, YUANBING ZHOU, AND CHUNHUI ZHAO .
JOIN
T CUTOFF PROBABILISTI
C ESTIMATIO
N USING SIMULATION: A MAILING
CAMPAIG
N APPLICATION 609
ANTONIO BELLA, CESAR FERRI, JOSE HERNDNDEZ-ORALLO, AND
MARIA JOSE RAMIREZ-QUINTANA
.YYYYYYYYYY.
SEGMENTATIO
N AN
D ANNOTATIO
N OF AUDIOVISUAL RECORDINGS BASED ON
AUTOMATE
D SPEECH RECOGNITION 620
STEPHAN REPP, JOERG WAITELONIS, HARALD SACK,
[
AND CHRISTOPH MEINEL -
MINING DISJUNCTIVE SEQUENTIAL PATTERN
S FROM NEWS STREA
M 630
KAZUHIRO SHIMIZU, ISAMU SHIOYA, AND TAKAO MIURA
TABLE OF CONTENTS
A NEW DISSIMILARITY MEASUR
E BETWEEN TREES BY DECOMPOSITIO
N OF
UNIT-COS
T EDI
T DISTANC
E 643
HISASHI KOGA, HIROAKI SAITO, TOSHINORI WATANABE, AND
TAKANORI YOKOYAMA
OPTIMIZIN
G WEB STRUCTURE
S USING WEB MINING TECHNIQUES 653
JONATHAN JEFFREY, PETER KARSKI, BJOERN LOHRMANN,
KEIVAN KIANMEHR, AND REDA ALHAJJ
A COLLABORATIV
E RECOMMENDER SYSTEM BASED ON ASYMMETRI
E USER
SIMILARITY 663
MARIA MILLAN, MARIA TRUJILLO, AND EDWARD ORTIZ
STO
P WASTING TIME: ON PREDICTIN
G TH
E SUCCESS OR FAILURE OF LEARNIN
G
FOR INDUSTRIA
L APPLICATIONS 673
J.E. SMITH AND M.A. TAHIR
PARALLE
L WAVELET TRANSFORM FOR SPATIO-TEMPORA
L OUTLIE
R DETECTIO
N IN
LARGE METEOROLOGICAL DAT
A 684
SAJIB BARUA AND REDA ALHAJJ
A TOOL FOR WEB USAGE MINING 695
JOSE M. DOMENECH AND JAVIER LORENZO
AN ALGORITHM T
O MINE GENERAL ASSOCIATION RULES FROM TABULA
R DAT
A . .
. 705
SIYAMAND AYUBI, MAYBIN MUYEBA, AND JOHN KEANE
INTRUSION DETECTION A
T PACKET LEVEL BY UNSUPERVISED ARCHITECTURE
S 718
ALVARO HERRERO, EMILIO CORCHADO, PAOLO GASTALDO, DAVIDE LEONCINI,
FRANCESCO PICASSO, AND RODOLFO ZUNINO
QUALITY OF ADAPTATIO
N OF FUSION VISOM 728
BRUNO BARUQUE, EMILIO CORCHADO, AND HUJUN YIN
CLASSIFICATION BASED ON TH
E TRACE OF VARIABLES OVER TIM
E 739
FRANK HOEPPNER AND ALEXANDER TOPP
EXTRACTIN
G MEANINGFUL CONTEXT
S FROM MOBILE LIFE LOG 750
YOUNGSEOL LEE AND SUNG-BAE CHO
TOPOLOGICAL TREE CLUSTERING OF SOCIAL NETWORK SEARCH RESULT
S 760
RICHARD T. FREEMAN
BIOINFORMATIC
S AN
D NEUROINFORMATIC
S
A FRAMEWORK T
O ANALYZE BICLUSTERING RESULT
S ON MICROARRA
Y
EXPERIMENT
S 770
RODRIGO SANTAMARIA, ROBERTO THERON, AND LUIS QUINTALES
TABLE OF CONTENTS
METHOD
S T
O BICLUSTER VALIDATION AN
D COMPARISON IN MICROARRAY DAT
A . .
. 780
RODRIGO SANTAMARIA, LUIS QUINTALES, AND ROBERTO THEROEN
CAPTURIN
G HEURISTICS AN
D INTELLIGENT METHOD
S FOR IMPROVING MICRO-ARRAY
DAT
A CLASSIFICATION 790
ANDREA BOSIN, NICOLETTA DESSI, AND BARBARA PES
CLASSIFICATION OF MICROARRAY
S WIT
H KNN: COMPARISON OF DIMENSIONALITY
REDUCTIO
N METHOD
S 800
SAMPATH DEEGALLA AND HENRIK BOSTROEM
PROTEI
N DAT
A CONDENSATIO
N FOR EFFECTIVE QUATERNAR
Y STRUCTUR
E
CLASSIFICATION 810
FABRIZIO ANGIULLI, VALERIA FIONDA, AND SIMONA E. ROMBO
PINCOC:
A CO-CLUSTERING BASED APPROACH T
O ANALYZE PROTEIN-PROTEI
N
INTERACTIO
N NETWORKS 821
CLARA PIZZUTI AND SIMONA E. ROMBO
DISCOVERING A-PATTERN
S FROM GENE EXPRESSION DAT
A 831
DOMINGO S. RODRIGUEZ BAENA, NORBERTO DIAZ DIAZ,
JESUS S. AGUILAR-RUIZ, AND ISABEL NEPOMUCENO CHAMORRO
BICLUSTERS EVALUATIO
N BASED ON SHIFTING AN
D SCALING PATTERN
S 840
JUAN A. NEPOMUCENO, ALICIA TRONCOSO LORA,
JESUS S. AGUILAR-RUIZ, AND JORGE GARCIA-GUTIERREZ
A DETERMINISTI
C MODEL T
O INFER GENE NETWORKS FROM MICROARRAY
DAT
A 850
ISABEL NEPOMUCENO-CHAMORRO, JESUS S. AGUILAR-RUIZ,
NORBERTO DIAZ-DIAZ, DOMINGO S. RODRIGUEZ-BAENA, AND
JORGE GARCIA
PROFILING OF HIGH-THROUGHPU
T MASS SPECTROMETR
Y DAT
A FOR OVARIAN
CANCER DETECTIO
N 860
SHAN HE AND XIAOLI LI
ADAPTIN
G MACHINE LEARNING TECHNIQUE FOR PERIODICITY DETECTION IN
NUCLEOSOMAL LOCATIONS IN SEQUENCES 870
FARAZ RASHEED, MOHAMMED ALSHALALFA, AND REDA ALHAJJ
ANALYSIS OF TILING MICROARRAY DAT
A BY LEARNING VECTOR QUANTIZATIO
N
AN
D RELEVANCE LEARNIN
G 880
MICHAEL BIEHL, RAINER BREITLING, AND YANG LI
DISCRIMINATIN
G MICROBIAL SPECIES USING PROTEI
N SEQUENCE PROPERTIE
S
AN
D MACHINE LEARNING 890
ALI AL-SHAHIB, DAVID GILBERT, AND RAINER BREITLING
TABLE OF CONTENTS
AUTOMATI
C PROGNOSTI
C DETERMINATIO
N AN
D EVOLUTIO
N OF COGNITIV
E
DECLINE USING ARTIFICIAL NEURA
L NETWORK
S 898
PATRICIA GARCIA BDEZ, CARMEN PAZ SUDREZ ARAUJO,
CARLOS FERNAENDEZ VIADERO, AND JOSE REGIDOR GARCIA
AGENTS AND DISTRIBUTED SYSTEMS
SCSTALLOCATOR
: SIZE
D AN
D CALL-SIT
E TRACING-BASE
D SHARE
D MEMOR
Y
ALLOCATO
R FOR FALS
E SHARIN
G REDUCTIO
N I
N PAGE-BASE
D DS
M SYSTEM
S .
. 90
8
JONGWOO LEE, YOUNGHO PARK, AND YONGIK YOON
A HYBRI
D SOCIAL MODEL FOR SIMULATIN
G TH
E EFFECTS OF POLICIES ON
RESIDENTIA
L POWER CONSUMPTIO
N 919
MINJIE XU, ZHAOGUANG HU, XIAOYOU JIAO, AND JUNYONG WU
ON INTELLIGENT INTERFACE AGENT
S FOR HUMA
N BASED COMPUTATIO
N 930
F. AZNAR, M. SEMPERE, M. PUJOL, AND R. RIZO
REVERSE ENGINEERING A
N AGENT-BASED HIDDE
N MARKOV MODEL FOR
COMPLEX SOCIAL SYSTEMS 940
HUNG-CHING CHEN, MARK GOLDBERG, MALIK MAGDON-ISMAIL, AND
WILLIAM A. WALLACE
EFFECTS OF NEIGHBOURHOOD STRUCTUR
E ON EVOLUTIO
N OF COOPERATIO
N IN
N-PLAYE
R ITERATE
D PRISONER'
S DILEMMA 950
RAYMOND CHIONG, SANDEEP DHAKAL, AND LUBO JANKOVIC
INTERFACE AGENTS
' DESIGN FOR A DR
T TRANSPORTATIO
N SYSTE
M USING
PASSI 960
CLAUDIO CUBILLOS AND SANDRA GAETE
A MULTI-AGENT SYSTEM APPROAC
H T
O POWER SYSTEM TOPOLOGY
VERIFICATION 970
KAZIMIERZ WILKOSZ
FINANCIA
L ENGINEERIN
G AN
D MODELLIN
G
A SYSTE
M FOR EFFICIENT PORTFOLIO MANAGEMEN
T 980
VIVIAN F. LOPEZ, LUIS ALONSO, MARIA N. MORENO,
SADDYS SEGRERA, AND ALFREDO BELLOSO
PARTITIONING-CLUSTERIN
G TECHNIQUES APPLIED T
O TH
E ELECTRICIT
Y PRIC
E
TIM
E SERIES 990
F. MARTINEZ-AELVAREZ, A. TRONCOSO, J.C. RIQUELME, AND
J.M. RIQUELME
TIME-SERIES PREDICTIO
N USING SELF-ORGANISING MIXTUR
E AUTOREGRESSIVE
NETWORK 1000
HE NI AND HUJUN YIN
TABLE OF CONTENTS
ADJUSTIN
G TH
E GENERALIZED PARET
O DISTRIBUTIO
N WIT
H EVOLUTIO
N
STRATEGIE
S - AN APPLICATIO
N T
O A SPANISH MOTO
R LIABILITY INSURANC
E
DATABAS
E 1010
MARIA J. PEREZ-FRUCTUOSO, ALMUDENA GARCIA,
ANTONIO BERLANGA, AND JOSE M. MOLINA
INDEPENDEN
T FACTOR REINFORCEMENT LEARNING FOR PORTFOLIO
MANAGEMEN
T 1020
JIAN LI, KUN ZHANG, AND LAIWAN CHAN
DISCRETE TIM
E PORTFOLIO SELECTION WIT
H LEVY PROCESSES 1032
CESARINO BERTINI, SERGIO ORTOBELLI LOZZA, AND ALESSANDRO STAINO
AGENT-BASE
D APPROAC
H T
O SERVIC
E SCIENCES
ANALYZING TH
E INFLUENCE OF OVERCONFIDENT INVESTORS ON FINANCIA
L
MARKET
S THROUG
H AGENT-BASED MODEL 1042
HIROSHI TAKAHASHI AND TAKAO TERANO
MODULARITY, PRODUC
T INNOVATION, AN
D CONSUMER SATISFACTION: AN
AGENT-BASED APPROACH 1053
SHU-HENG CHEN AND BIN-TZONG CHIE
A
N AGENT-BASE
D MODE
L O
F INTERACTION
S I
N TH
E PAYMEN
T CAR
D MARKET.
. 106
3
BILIANA ALEXANDROVA-KABADJOVA, ANDREAS KRAUSE, AND EDWARD TSANG
TH
E POSSIBILITY OF A
N EPIDEMIE MEME ANALOGY FOR WEB COMMUNITY
POPULATIO
N ANALYSIS 1073
MASAO KUBO, KEITARO NARUSE, HIROSHI SATO, AND TAKASHI MATUBARA
TH
E ECONOMETRI
C ANALYSIS OF AGENT-BASED MODELS IN FINANCE
: AN
APPLICATIO
N 1081
YOUWEI LI, BAS DONKERS, AND BERTRAND MELENBERG
SHOR
T RU
N DYNAMICS IN A
N ARTIFICIAL FUTURE
S MARKET WIT
H HUMA
N
SUBJECT
S 1092
TAKASHI YAMADA, YUSUKE KOYAMA, AND TAKAO TERANO
VIDEO-BASED CONJOINT ANALYSIS AN
D AGENT BASED SIMULATION FOR
ESTIMATIN
G CUSTOMER'
S BEHAVIOR 1102
HIROSHI SATO, MASAO KUBO, AND AKIRA NAMATAME
EFFECT OF TH
E NUMBER OF USERS AN
D BIAS OF USERS
' PREFERENCE ON
RECOMMENDE
R SYSTEMS 1112
AKIHIRO YAMASHITA, HIDENORI KAWAMURA, HIROYUKI IIZUKA, AND
AZUMA OHUCHI
TABLE OF CONTENTS
EXPLORING QUANTITATIVE EVALUATION CRITERIA FOR SERVICE AND POTENTIALS
OF NEW SERVICE IN TRANSPORTATION: ANALYZING TRANSPORT NETWORKS OF
RAILWAY, SUBWAY, AND WATERBUS 1122
KEIKI TAKADAMA, TAKAHIRO MAJIMA, DAISUKE WATANABE, AND
MITSUJIRO KATSUHARA
NEURAL-EVOLUTIONARY FUSION ALGORITHMS AND THEIR
APPLICATIONS
SAW-TOOTH ALGORITHM GUIDED BY THE VARIANCE OF BEST INDIVIDUAL
DISTRIBUTIONS FOR DESIGNING EVOLUTIONARY NEURAL NETWORKS 1131
PEDRO ANTONIO GUTIERREZ, CESAR HERVDS, AND MANUEL LOZANO
USING A GENETIC ALGORITHM FOR EDITING K-NEAREST NEIGHBOR CLASSIFIERS .
. 1141
R. GIL-PITA AND X. YAO
AN EVOLUTION OF GEOMETRIE STRUCTURES ALGORITHM FOR TH
E AUTOMATIC
CLASSIFICATION OF HRR RADAR TARGETS 1151
LEOPOLDO CARRO-CALVO, SANCHO SALCEDO-SANZ, ROBERTO GIL-PITA,
ANTONIO PORTIILA-FIGUERAS, AND MANUEL ROSA-ZURERA
HYBRID CROSS-ENTROPY METHOD/HOPFIELD NEURAL NETWORK FOR
COMBINATORIAL OPTIMIZATION PROBLEMS 1160
EMILIO G. ORTIZ-GARCIA AND ANGEL M. PEREZ-BELLIDO
AUTHO
R INDE
X
1171 |
| adam_txt |
TABLE OF CONTENTS
LEARNIN
G AN
D INFORMATIO
N PROCESSIN
G
SUPPOR
T FUNCTION MACHINES 1
JIUZHEN HANG
DIFFERENT BAYESIAN NETWORK MODELS IN TH
E CLASSIFICATION OF REMOT
E
SENSING IMAGES 10
CRISTINA SOLARES AND ANA MARIA SANZ
GROU
P DECISION MAKING WIT
H TRIANGULAE
R FUZZY LINGUISTIC VARIABLES 17
ZESHUI XU
SPARSE KERNE
L MODELLING: A UNIFIED APPROACH 27
S. CHEN, X. HONG, AND C.J. HARRIS
ADVANCED FORECASTING AN
D CLASSIFICATION TECHNIQUE FOR CONDITION
MONITORIN
G OF ROTATIN
G MACHINERY 37
ILYA MOKHOV AND ALEXEY MININ
OU
T OF BOOTSTRA
P ESTIMATIO
N OF GENERALIZATION ERRO
R CURVES IN BAGGING
ENSEMBLES 47
DANIEL HERNAENDEZ-LOBATO, GONZALO MARTINEZ-MUNOZ, AND
ALBERTO SUDREZ
AN EDI
T DISTANC
E APPROACH T
O SHALLOW SEMANTIC LABELING 57
SAMUEL W.K. CHAN
A COMPARISON OF ONE-CLASS CLASSIFIERS FOR NOVELTY DETECTION IN FORENSIC
CASE DAT
A 67
FREDERIC RATLE, MIKHAIL KANEVSKI, ANNE-LAURE TERRETTAZ-ZUFFEREY,
PIERRE ESSEIVA, AND OLIVIER RIBAUX
VARIATIONA
L GT
M 77
IVAN OLIER AND ALFREDO VELLIDO
SKILL COMBINATION FOR REINFORCEMENT LEARNING 87
ZHIHUI LUO, DAVID BELL, AND BARRY MCCOLLUM
A NEW RECURRIN
G MULTISTAG
E EVOLUTIONAR
Y ALGORITHM FOR SOLVING
PROBLEM
S EFFICIENTLY 97
MD. MONIRUL ISLAM, MOHAMMAD SHAFIUL ALAM, AND KAZUYUKI MURASE
TH
E EFFECT OF MISSING WIN
D SPEED DAT
A ON WIN
D POWER ESTIMATIO
N 107
FATIH ONUR HOCAOGLU AND MEHMET KURBAN
GESCANNT DURCH
BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/986338907
DIGITALISIERT DURCH
TABLE OF CONTENTS
EXPLORATIO
N OF A TEX
T COLLECTION AN
D IDENTIFICATION OF TOPICS BY
CLUSTERIN
G 115
ANTOINE NAUD AND SHIRO USUI
ASYNCHRONOU
S BC
I CONTRO
L OF A ROBO
T SIMULATO
R WIT
H SUPERVISE
D
ONLINE TRAININ
G 125
CHUN SING LOUIS TSUI AND JOHN Q. GAN
FUZZY RIDGE REGRESSION WIT
H NON SYMMETRI
E MEMBERSHI
P FUNCTION
S
AN
D QUADRATI
C MODELS 135
S. DONOSO, N. MARIN, AND M.A. VILA
A SUBJECTIV
E AN
D OBJECTIV
E INTEGRATE
D METHO
D FOR MAGD
M PROBLEM
S
WIT
H MULTIPL
E TYPE
S OF EXAC
T PREFERENCE FORMAT
S 145
ZESHUI XU AND JIAN CHEN
ENERG
Y SAVING BY MEANS OF FUZZY SYSTEM
S 155
JOSE R. VILLAR, ENRIQUE DE LA CAL, AND JAVIER SEDANO
A COMPARATIV
E STUD
Y OF LOCAL CLASSIFIERS BASED O
N CLUSTERIN
G
TECHNIQUES AN
D ONE-LAYER NEURA
L NETWORKS 168
YURIDIA GAGO-PALLARES, OSCAR FONTENLA-ROMERO, AND
AMPARO ALONSO-BETANZOS
FILTE
R METHOD
S FOR FEATUR
E SELECTION - A COMPARATIV
E STUD
Y 178
NOELIA SDNCHEZ-MARONO, AMPARO ALONSO-BETANZOS, AND
MARIA TOMBILLA-SANROMDN
FPGA-BASE
D ARCHITECTUR
E FOR COMPUTIN
G TESTOR
S 188
ALEJANDRO ROJAS, RENE CUMPLIDO, J. ARIEL CARRASCO-OCHOA,
CLAUDIA FEREGRINO, AND J. FRANCISCO MARTINEZ-TRINIDAD
MINIMAL BSD
T ABSTRAC
T SELECTIONAL MACHINES AN
D THEI
R SELECTIONAL
AN
D COMPUTATIONA
L PERFORMANC
E 198
PETRO GOPYCH
ACTIVE LEARNING FOR REGRESSION BASED ON QUER
Y BY COMMITTE
E 209
ROBERT BURBIDGE, JEM J. ROWLAND, AND ROSS D. KING
INFLUENCE OF WAVELET FREQUENCY AN
D ORIENTATIO
N IN A
N SVM-BASED
PARALLEL GABO
R PC
A FACE VERIFICATION SYSTE
M 219
ANGEL SERRANO, ISAAC MARTIN DE DIEGO, CRISTINA CONDE,
ENRIQUE CABELLO, LINIIN SHEN, AND LI BAI
WRAPPIN
G TH
E NAIVE BAYES CLASSIFIER T
O RELA
X TH
E EFFECT OF
DEPENDENCES 229
JOSE CARLOS CORTIZO, IGNACIO GIRALDEZ, AND MARI CRUZ GAYA
TABLE OF CONTENTS
PREFERENCE LEARNING FROM INTERVA
L PAIRWISE DATA
. A DISTANCE-BASED
APPROAC
H 240
ESTHER DOPAZO, MAURICIO RUIZ- TAGLE, AND JUAN ROBLES
PSYCHOMETRI
C FUNCTIONS WITHI
N TH
E FRAMEWORK OF BINAR
Y SIGNAL
DETECTIO
N THEORY
: CODING TH
E FACE IDENTIT
Y 248
PETRO GOPYCH AND ANNA KOLOT
LOAD FORECASTING WIT
H SUPPOR
T VECTOR MACHINES AN
D SEMI-PARAMETRI
C
METHO
D 258
J.A. JORDAAN AND A. UKIL
REPRODUCIN
G KERNEL HUBER
T SPACE METHOD
S T
O REDUCE PULS
E
COMPRESSION SIDELOBES 268
J.A. JORDAAN, M.A. VAN WYK, AND B.J. VAN WYK
SUPPOR
T KERNE
L MACHINE-BASED ACTIVE LEARNING T
O FIN
D LABELS AN
D A
PROPE
R KERNE
L SIMULTANEOUSLY 277
YASUSI SINOHARA AND ATSUHIRO TAKASU
MAKING CLASS BIAS USEFUL: A STRATEG
Y OF LEARNIN
G FROM IMBALANCED
DAT
A 287
JIE GU, YUANBING ZHOU, AND XIANQIANG ZUO
DETECTIN
G PHISHIN
G E-MAILS BY HETEROGENEOUS CLASSIFICATION 296
M. DOLORES DEL CASTILLO, ANGEL IGLESIAS, AND J. IGNADO SERRANO
LOAD BALANCING IN FAULT TOLERANT VIDEO SERVER 306
D.N. SUJATHA, K. GIRISH, B. RASHMI, K.R. VENUGOPAL, AND
L.M. PATNAIK
POSITION-AWAR
E STRING KERNELS WIT
H WEIGHTED SHIFTS AN
D A GENERAL
FRAMEWORK T
O APPLY STRIN
G KERNELS T
O OTHE
R STRUCTURE
D DAT
A 316
KILHO SHIN
A NEW REGRESSION BASED SOFTWARE COST ESTIMATIO
N MODEL USING POWER
VALUES 326
OKTAY ADALIER, AYBARS UGUR, SERDAR KORUKOGLU, AND KADIR ERTAS
VISUALISING AN
D CLUSTERIN
G VIDEO DAT
A 335
COLIN FYFE, WEI CHUANG OOI, AND HANSEOK KO
NEURA
L NETWORK-BASED RECEIVER FOR UPLINK MULTIUSER CODE DIVISION
MULTIPL
E ACCESS COMMUNICATIO
N SYSTEM 345
ZI-WEI ZHENG
EVOLVING TREE ALGORITH
M MODIFICATIONS 356
VINCENZO CANNELLA, RICCARDO RIZZO, AND ROBERTO PIRRONE
TABLE OF CONTENTS
A LINEA
R LEARNIN
G METHO
D FOR MULTILAYE
R PERCEPTRON
S USING
LEAST-SQUARE
S 365
BERTHA GUIJARRO-BERDINAS, OSCAR FONTENLA-ROMERO,
BEATRIZ PEREZ-SDNCHEZ, AND PAULA FRAGUELA
A DISCRIMINATIV
E MODEL CORRESPONDIN
G T
O HIERARCHICAL HMMS 375
TAKAAKI SUGIURA, NAOTO GOTO, AND AKIRA HAYASHI
FINDIN
G UNSATISFIABLE SUBFORMULAS WIT
H STOCHASTI
C METHO
D 385
JIANMIN ZHANG, SHENGYU SHEN, AND SIKUN LI
A NEW EFHCIENT APPROAC
H IN CLUSTERIN
G ENSEMBLES 395
JAVAD AZIMI, MONIREH ABDOOS, AND MORTEZA ANALOUI
A
N EVOLUTIONAR
Y HYPERHEURISTI
C T
O SOLVE STRIP-PACKIN
G PROBLEM
S 406
PABLO GARRIDO AND MARIA-CRISTINA RIFF
STATISTICA
L ANALYSIS OF SAMPLE-SIZE EFFECTS I
N IC
A 416
J. MICHAEL HERRMANN AND FABIAN J. THEIS
HPGP
: AN ABSTRACTION-BASE
D FRAMEWORK FOR DECISION-THEORETI
C
PLANNIN
G 426
LETICIA FRISKE AND CARLOS HENRIQUE COSTA RIBEIRO
CORRECTION OF MEDICAL HANDWRITIN
G OC
R BASED ON SEMANTI
C
SIMILARITY 437
BARTOSZ BRODA AND MACIEJ PIASECKI
MULTIPLE CLASSIFIER FUSION USING FC-NEAREST LOCALIZED TEMPLATE
S 447
JUN-KI MIN AND SUNG-BAE CHO
DATA MINING AND INFORMATION MANAGEMENT
COLOR IMAGE SEGMENTATION APPLIED T
O MEDICAL DOMAIN 457
LIANA STANESCU, DAN DUMITRU BURDESCU, AND COSMIN STOICA
HIERARCHICAL PROGRA
M REPRESENTATIO
N FOR PROGRA
M ELEMEN
T MATCHIN
G . .
. 467
FERNANDO BERZAL, JUAN-CARLOS CUBERO, AND AIDA JIMENEZ
A COMBINATION-OF-TOOLS METHO
D FOR LEARNIN
G INTERPRETABL
E FUZZY
RULE-BASED CLASSIFIERS FROM SUPPOR
T VECTOR MACHINES 477
TAMAS KENESEI, JOHANNES A. ROUBOS, AND JANOS ABONYI
AN EFFECTIVE CONTENT-BASE
D IMAG
E RETRIEVA
L SYSTE
M BY HIERACHICAL
SEGMENTATIO
N 487
MINGXIN ZHANG, ZHAOGAN LU, AND JUNYI SHEN
KNOWLEDGE EXTRACTIO
N FROM UNSTRUCTURE
D SURFACE MESHES 497
LARS GRAENING, MARKUS OLHOFER, AND BERNHARD SENDHOFF
TABLE OF CONTENTS
CLUSTERIN
G WIT
H REINFORCEMENT LEARNING 507
WESAM BARBAKH AND COLIN FYFE
MINING FREQUENT ITEMSET
S IN LARGE DAT
A WAREHOUSES: A NOVEL
APPROACH PROPOSE
D FOR SPARSE DAT
A SETS 517
S.M. FAKHRAHMAD, M. ZOLGHADRI JAHROMI, AND M.H. SADREDDINI
A SPARSE BAYESIAN POSITIO
N WEIGHTED BIO-KERNEL NETWORK 527
DAVID C. TRUDGIAN AND ZHENG RONG YANG
SQUAR
E PENALT
Y SUPPOR
T VECTOR REGRESSION 537
ALVARO BARBERO, JORGE LOPEZ, AND JOSE R. DORRONSORO
CONSTRUCTIN
G ACCURAT
E FUZZY RULE-BASED CLASSIFICATION SYSTEMS USING
APRIOR
I PRINCIPLES AN
D RULE-WEIGHTING 547
S.M. FAKHRAHMAD, A. ZARE, AND M. ZOLGHADRI JAHROMI
VISUALIZATION OF TOPOLOGY REPRESENTIN
G NETWORKS 557
AGNES VATHY-FOGARASSY, AGNES WERNER-STARK, BALAZS GAL, AND
JANOS ABONYI
TH
E OUTE
R IMPARTATIO
N INFORMATIO
N CONTEN
T OF RULE
S AN
D RUL
E SET
S .
. 56
7
DAN HU AND YUAN/U FENG
AN ENGINEERING APPROACH T
O DAT
A MINING PROJECT
S 578
OSCAR MARBDN, GONZALO MARISCAL, ERNESTINA MENASALVAS, AND
JAVIER SEGOVIA
CLASSIFYING POLYPHONIC MELODIES BY CHOR
D ESTIMATIO
N BASED ON HIDDEN
MARKOV MODEL 589
YUKITERU YOSHIHARA, TAKAO MIURA, AND ISAMU SHIOYA
ELASTI
C NON-CONTIGUOUS SEQUENCE PATTER
N DETECTIO
N FOR DAT
A STREA
M
MONITORIN
G 599
XINQIANG ZUO, YUANBING ZHOU, AND CHUNHUI ZHAO .
JOIN
T CUTOFF PROBABILISTI
C ESTIMATIO
N USING SIMULATION: A MAILING
CAMPAIG
N APPLICATION 609
ANTONIO BELLA, CESAR FERRI, JOSE HERNDNDEZ-ORALLO, AND
MARIA JOSE RAMIREZ-QUINTANA
.YYYYYYYYYY.
SEGMENTATIO
N AN
D ANNOTATIO
N OF AUDIOVISUAL RECORDINGS BASED ON
AUTOMATE
D SPEECH RECOGNITION 620
STEPHAN REPP, JOERG WAITELONIS, HARALD SACK,
[
AND CHRISTOPH MEINEL -
MINING DISJUNCTIVE SEQUENTIAL PATTERN
S FROM NEWS STREA
M 630
KAZUHIRO SHIMIZU, ISAMU SHIOYA, AND TAKAO MIURA
TABLE OF CONTENTS
A NEW DISSIMILARITY MEASUR
E BETWEEN TREES BY DECOMPOSITIO
N OF
UNIT-COS
T EDI
T DISTANC
E 643
HISASHI KOGA, HIROAKI SAITO, TOSHINORI WATANABE, AND
TAKANORI YOKOYAMA
OPTIMIZIN
G WEB STRUCTURE
S USING WEB MINING TECHNIQUES 653
JONATHAN JEFFREY, PETER KARSKI, BJOERN LOHRMANN,
KEIVAN KIANMEHR, AND REDA ALHAJJ
A COLLABORATIV
E RECOMMENDER SYSTEM BASED ON ASYMMETRI
E USER
SIMILARITY 663
MARIA MILLAN, MARIA TRUJILLO, AND EDWARD ORTIZ
STO
P WASTING TIME: ON PREDICTIN
G TH
E SUCCESS OR FAILURE OF LEARNIN
G
FOR INDUSTRIA
L APPLICATIONS 673
J.E. SMITH AND M.A. TAHIR
PARALLE
L WAVELET TRANSFORM FOR SPATIO-TEMPORA
L OUTLIE
R DETECTIO
N IN
LARGE METEOROLOGICAL DAT
A 684
SAJIB BARUA AND REDA ALHAJJ
A TOOL FOR WEB USAGE MINING 695
JOSE M. DOMENECH AND JAVIER LORENZO
AN ALGORITHM T
O MINE GENERAL ASSOCIATION RULES FROM TABULA
R DAT
A . .
. 705
SIYAMAND AYUBI, MAYBIN MUYEBA, AND JOHN KEANE
INTRUSION DETECTION A
T PACKET LEVEL BY UNSUPERVISED ARCHITECTURE
S 718
ALVARO HERRERO, EMILIO CORCHADO, PAOLO GASTALDO, DAVIDE LEONCINI,
FRANCESCO PICASSO, AND RODOLFO ZUNINO
QUALITY OF ADAPTATIO
N OF FUSION VISOM 728
BRUNO BARUQUE, EMILIO CORCHADO, AND HUJUN YIN
CLASSIFICATION BASED ON TH
E TRACE OF VARIABLES OVER TIM
E 739
FRANK HOEPPNER AND ALEXANDER TOPP
EXTRACTIN
G MEANINGFUL CONTEXT
S FROM MOBILE LIFE LOG 750
YOUNGSEOL LEE AND SUNG-BAE CHO
TOPOLOGICAL TREE CLUSTERING OF SOCIAL NETWORK SEARCH RESULT
S 760
RICHARD T. FREEMAN
BIOINFORMATIC
S AN
D NEUROINFORMATIC
S
A FRAMEWORK T
O ANALYZE BICLUSTERING RESULT
S ON MICROARRA
Y
EXPERIMENT
S 770
RODRIGO SANTAMARIA, ROBERTO THERON, AND LUIS QUINTALES
TABLE OF CONTENTS
METHOD
S T
O BICLUSTER VALIDATION AN
D COMPARISON IN MICROARRAY DAT
A . .
. 780
RODRIGO SANTAMARIA, LUIS QUINTALES, AND ROBERTO THEROEN
CAPTURIN
G HEURISTICS AN
D INTELLIGENT METHOD
S FOR IMPROVING MICRO-ARRAY
DAT
A CLASSIFICATION 790
ANDREA BOSIN, NICOLETTA DESSI, AND BARBARA PES
CLASSIFICATION OF MICROARRAY
S WIT
H KNN: COMPARISON OF DIMENSIONALITY
REDUCTIO
N METHOD
S 800
SAMPATH DEEGALLA AND HENRIK BOSTROEM
PROTEI
N DAT
A CONDENSATIO
N FOR EFFECTIVE QUATERNAR
Y STRUCTUR
E
CLASSIFICATION 810
FABRIZIO ANGIULLI, VALERIA FIONDA, AND SIMONA E. ROMBO
PINCOC:
A CO-CLUSTERING BASED APPROACH T
O ANALYZE PROTEIN-PROTEI
N
INTERACTIO
N NETWORKS 821
CLARA PIZZUTI AND SIMONA E. ROMBO
DISCOVERING A-PATTERN
S FROM GENE EXPRESSION DAT
A 831
DOMINGO S. RODRIGUEZ BAENA, NORBERTO DIAZ DIAZ,
JESUS S. AGUILAR-RUIZ, AND ISABEL NEPOMUCENO CHAMORRO
BICLUSTERS EVALUATIO
N BASED ON SHIFTING AN
D SCALING PATTERN
S 840
JUAN A. NEPOMUCENO, ALICIA TRONCOSO LORA,
JESUS S. AGUILAR-RUIZ, AND JORGE GARCIA-GUTIERREZ
A DETERMINISTI
C MODEL T
O INFER GENE NETWORKS FROM MICROARRAY
DAT
A 850
ISABEL NEPOMUCENO-CHAMORRO, JESUS S. AGUILAR-RUIZ,
NORBERTO DIAZ-DIAZ, DOMINGO S. RODRIGUEZ-BAENA, AND
JORGE GARCIA
PROFILING OF HIGH-THROUGHPU
T MASS SPECTROMETR
Y DAT
A FOR OVARIAN
CANCER DETECTIO
N 860
SHAN HE AND XIAOLI LI
ADAPTIN
G MACHINE LEARNING TECHNIQUE FOR PERIODICITY DETECTION IN
NUCLEOSOMAL LOCATIONS IN SEQUENCES 870
FARAZ RASHEED, MOHAMMED ALSHALALFA, AND REDA ALHAJJ
ANALYSIS OF TILING MICROARRAY DAT
A BY LEARNING VECTOR QUANTIZATIO
N
AN
D RELEVANCE LEARNIN
G 880
MICHAEL BIEHL, RAINER BREITLING, AND YANG LI
DISCRIMINATIN
G MICROBIAL SPECIES USING PROTEI
N SEQUENCE PROPERTIE
S
AN
D MACHINE LEARNING 890
ALI AL-SHAHIB, DAVID GILBERT, AND RAINER BREITLING
TABLE OF CONTENTS
AUTOMATI
C PROGNOSTI
C DETERMINATIO
N AN
D EVOLUTIO
N OF COGNITIV
E
DECLINE USING ARTIFICIAL NEURA
L NETWORK
S 898
PATRICIA GARCIA BDEZ, CARMEN PAZ SUDREZ ARAUJO,
CARLOS FERNAENDEZ VIADERO, AND JOSE REGIDOR GARCIA
AGENTS AND DISTRIBUTED SYSTEMS
SCSTALLOCATOR
: SIZE
D AN
D CALL-SIT
E TRACING-BASE
D SHARE
D MEMOR
Y
ALLOCATO
R FOR FALS
E SHARIN
G REDUCTIO
N I
N PAGE-BASE
D DS
M SYSTEM
S .
. 90
8
JONGWOO LEE, YOUNGHO PARK, AND YONGIK YOON
A HYBRI
D SOCIAL MODEL FOR SIMULATIN
G TH
E EFFECTS OF POLICIES ON
RESIDENTIA
L POWER CONSUMPTIO
N 919
MINJIE XU, ZHAOGUANG HU, XIAOYOU JIAO, AND JUNYONG WU
ON INTELLIGENT INTERFACE AGENT
S FOR HUMA
N BASED COMPUTATIO
N 930
F. AZNAR, M. SEMPERE, M. PUJOL, AND R. RIZO
REVERSE ENGINEERING A
N AGENT-BASED HIDDE
N MARKOV MODEL FOR
COMPLEX SOCIAL SYSTEMS 940
HUNG-CHING CHEN, MARK GOLDBERG, MALIK MAGDON-ISMAIL, AND
WILLIAM A. WALLACE
EFFECTS OF NEIGHBOURHOOD STRUCTUR
E ON EVOLUTIO
N OF COOPERATIO
N IN
N-PLAYE
R ITERATE
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RAYMOND CHIONG, SANDEEP DHAKAL, AND LUBO JANKOVIC
INTERFACE AGENTS
' DESIGN FOR A DR
T TRANSPORTATIO
N SYSTE
M USING
PASSI 960
CLAUDIO CUBILLOS AND SANDRA GAETE
A MULTI-AGENT SYSTEM APPROAC
H T
O POWER SYSTEM TOPOLOGY
VERIFICATION 970
KAZIMIERZ WILKOSZ
FINANCIA
L ENGINEERIN
G AN
D MODELLIN
G
A SYSTE
M FOR EFFICIENT PORTFOLIO MANAGEMEN
T 980
VIVIAN F. LOPEZ, LUIS ALONSO, MARIA N. MORENO,
SADDYS SEGRERA, AND ALFREDO BELLOSO
PARTITIONING-CLUSTERIN
G TECHNIQUES APPLIED T
O TH
E ELECTRICIT
Y PRIC
E
TIM
E SERIES 990
F. MARTINEZ-AELVAREZ, A. TRONCOSO, J.C. RIQUELME, AND
J.M. RIQUELME
TIME-SERIES PREDICTIO
N USING SELF-ORGANISING MIXTUR
E AUTOREGRESSIVE
NETWORK 1000
HE NI AND HUJUN YIN
TABLE OF CONTENTS
ADJUSTIN
G TH
E GENERALIZED PARET
O DISTRIBUTIO
N WIT
H EVOLUTIO
N
STRATEGIE
S - AN APPLICATIO
N T
O A SPANISH MOTO
R LIABILITY INSURANC
E
DATABAS
E 1010
MARIA J. PEREZ-FRUCTUOSO, ALMUDENA GARCIA,
ANTONIO BERLANGA, AND JOSE M. MOLINA
INDEPENDEN
T FACTOR REINFORCEMENT LEARNING FOR PORTFOLIO
MANAGEMEN
T 1020
JIAN LI, KUN ZHANG, AND LAIWAN CHAN
DISCRETE TIM
E PORTFOLIO SELECTION WIT
H LEVY PROCESSES 1032
CESARINO BERTINI, SERGIO ORTOBELLI LOZZA, AND ALESSANDRO STAINO
AGENT-BASE
D APPROAC
H T
O SERVIC
E SCIENCES
ANALYZING TH
E INFLUENCE OF OVERCONFIDENT INVESTORS ON FINANCIA
L
MARKET
S THROUG
H AGENT-BASED MODEL 1042
HIROSHI TAKAHASHI AND TAKAO TERANO
MODULARITY, PRODUC
T INNOVATION, AN
D CONSUMER SATISFACTION: AN
AGENT-BASED APPROACH 1053
SHU-HENG CHEN AND BIN-TZONG CHIE
A
N AGENT-BASE
D MODE
L O
F INTERACTION
S I
N TH
E PAYMEN
T CAR
D MARKET.
. 106
3
BILIANA ALEXANDROVA-KABADJOVA, ANDREAS KRAUSE, AND EDWARD TSANG
TH
E POSSIBILITY OF A
N EPIDEMIE MEME ANALOGY FOR WEB COMMUNITY
POPULATIO
N ANALYSIS 1073
MASAO KUBO, KEITARO NARUSE, HIROSHI SATO, AND TAKASHI MATUBARA
TH
E ECONOMETRI
C ANALYSIS OF AGENT-BASED MODELS IN FINANCE
: AN
APPLICATIO
N 1081
YOUWEI LI, BAS DONKERS, AND BERTRAND MELENBERG
SHOR
T RU
N DYNAMICS IN A
N ARTIFICIAL FUTURE
S MARKET WIT
H HUMA
N
SUBJECT
S 1092
TAKASHI YAMADA, YUSUKE KOYAMA, AND TAKAO TERANO
VIDEO-BASED CONJOINT ANALYSIS AN
D AGENT BASED SIMULATION FOR
ESTIMATIN
G CUSTOMER'
S BEHAVIOR 1102
HIROSHI SATO, MASAO KUBO, AND AKIRA NAMATAME
EFFECT OF TH
E NUMBER OF USERS AN
D BIAS OF USERS
' PREFERENCE ON
RECOMMENDE
R SYSTEMS 1112
AKIHIRO YAMASHITA, HIDENORI KAWAMURA, HIROYUKI IIZUKA, AND
AZUMA OHUCHI
TABLE OF CONTENTS
EXPLORING QUANTITATIVE EVALUATION CRITERIA FOR SERVICE AND POTENTIALS
OF NEW SERVICE IN TRANSPORTATION: ANALYZING TRANSPORT NETWORKS OF
RAILWAY, SUBWAY, AND WATERBUS 1122
KEIKI TAKADAMA, TAKAHIRO MAJIMA, DAISUKE WATANABE, AND
MITSUJIRO KATSUHARA
NEURAL-EVOLUTIONARY FUSION ALGORITHMS AND THEIR
APPLICATIONS
SAW-TOOTH ALGORITHM GUIDED BY THE VARIANCE OF BEST INDIVIDUAL
DISTRIBUTIONS FOR DESIGNING EVOLUTIONARY NEURAL NETWORKS 1131
PEDRO ANTONIO GUTIERREZ, CESAR HERVDS, AND MANUEL LOZANO
USING A GENETIC ALGORITHM FOR EDITING K-NEAREST NEIGHBOR CLASSIFIERS .
. 1141
R. GIL-PITA AND X. YAO
AN EVOLUTION OF GEOMETRIE STRUCTURES ALGORITHM FOR TH
E AUTOMATIC
CLASSIFICATION OF HRR RADAR TARGETS 1151
LEOPOLDO CARRO-CALVO, SANCHO SALCEDO-SANZ, ROBERTO GIL-PITA,
ANTONIO PORTIILA-FIGUERAS, AND MANUEL ROSA-ZURERA
HYBRID CROSS-ENTROPY METHOD/HOPFIELD NEURAL NETWORK FOR
COMBINATORIAL OPTIMIZATION PROBLEMS 1160
EMILIO G. ORTIZ-GARCIA AND ANGEL M. PEREZ-BELLIDO
AUTHO
R INDE
X
1171 |
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| building | Verbundindex |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Biologie Informatik Wirtschaftswissenschaften |
| discipline_str_mv | Biologie Informatik Wirtschaftswissenschaften |
| format | Conference Proceeding Book |
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| genre_facet | Konferenzschrift 2007 Birminham |
| id | DE-604.BV023056275 |
| illustrated | Illustrated |
| index_date | 2024-07-02T19:26:51Z |
| indexdate | 2025-01-10T15:09:12Z |
| institution | BVB |
| institution_GND | (DE-588)16148869-9 |
| isbn | 9783540772255 3540772251 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016259565 |
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| owner_facet | DE-706 DE-91G DE-BY-TUM DE-83 |
| physical | XX, 1173 S. graph. Darst. 235 mm x 155 mm |
| publishDate | 2007 |
| publishDateSearch | 2007 |
| publishDateSort | 2007 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings Hujun Yin ... (eds.) Berlin [u.a.] Springer 2007 XX, 1173 S. graph. Darst. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 4881 Agent <Informatik> - Kongress - Birminham <2007> Bioinformatik - Kongress - Birminham <2007> Data Mining - Wissenstechnik - Kongress - Birminham <2007> Financial Engineering - Kongress - Birminham <2007> Maschinelles Lernen - Kongress - Birminham <2007> Wissenstechnik (DE-588)4192641-9 gnd rswk-swf Financial Engineering (DE-588)4208404-0 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Agent Informatik (DE-588)4455835-1 gnd rswk-swf Bioinformatik (DE-588)4611085-9 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2007 Birminham gnd-content Data Mining (DE-588)4428654-5 s Wissenstechnik (DE-588)4192641-9 s DE-604 Financial Engineering (DE-588)4208404-0 s Maschinelles Lernen (DE-588)4193754-5 s Agent Informatik (DE-588)4455835-1 s Bioinformatik (DE-588)4611085-9 s Yin, Hujun 1962- Sonstige (DE-588)104368543X oth IDEAL 8 2007 Birmingham Sonstige (DE-588)16148869-9 oth Lecture notes in computer science 4881 (DE-604)BV000000607 4881 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016259565&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings Lecture notes in computer science Agent <Informatik> - Kongress - Birminham <2007> Bioinformatik - Kongress - Birminham <2007> Data Mining - Wissenstechnik - Kongress - Birminham <2007> Financial Engineering - Kongress - Birminham <2007> Maschinelles Lernen - Kongress - Birminham <2007> Wissenstechnik (DE-588)4192641-9 gnd Financial Engineering (DE-588)4208404-0 gnd Data Mining (DE-588)4428654-5 gnd Agent Informatik (DE-588)4455835-1 gnd Bioinformatik (DE-588)4611085-9 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
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| title | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings |
| title_auth | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings |
| title_exact_search | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings |
| title_exact_search_txtP | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings |
| title_full | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings Hujun Yin ... (eds.) |
| title_fullStr | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings Hujun Yin ... (eds.) |
| title_full_unstemmed | Intelligent data engineering and automated learning - IDEAL 2007 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings Hujun Yin ... (eds.) |
| title_short | Intelligent data engineering and automated learning - IDEAL 2007 |
| title_sort | intelligent data engineering and automated learning ideal 2007 8th international conference birmingham uk december 16 19 2007 proceedings |
| title_sub | 8th International Conference, Birmingham, UK, December 16 - 19, 2007 ; proceedings |
| topic | Agent <Informatik> - Kongress - Birminham <2007> Bioinformatik - Kongress - Birminham <2007> Data Mining - Wissenstechnik - Kongress - Birminham <2007> Financial Engineering - Kongress - Birminham <2007> Maschinelles Lernen - Kongress - Birminham <2007> Wissenstechnik (DE-588)4192641-9 gnd Financial Engineering (DE-588)4208404-0 gnd Data Mining (DE-588)4428654-5 gnd Agent Informatik (DE-588)4455835-1 gnd Bioinformatik (DE-588)4611085-9 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Agent <Informatik> - Kongress - Birminham <2007> Bioinformatik - Kongress - Birminham <2007> Data Mining - Wissenstechnik - Kongress - Birminham <2007> Financial Engineering - Kongress - Birminham <2007> Maschinelles Lernen - Kongress - Birminham <2007> Wissenstechnik Financial Engineering Data Mining Agent Informatik Bioinformatik Maschinelles Lernen Konferenzschrift 2007 Birminham |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016259565&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
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