Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings
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| adam_text |
IMAGE 1
TABLE OF CONTENTS
INVITED PAPERS ENSEMBLE METHODS FOR TRACKING AND SEGMENTATION (ABSTRACT)
1 SHAI AVIDAN
ENSEMBLES AND MULTIPLE CLASSIFIERS: A GAME-THEORETIC VIEW 2 NICOLO
CESA-BIANCHI
CLASSIFIER ENSEMBLES I
ANOMALY DETECTION USING ENSEMBLES 6
LARRY SHOEMAKER AND LAWRENCE 0. HALL
LEARNING TO RANK WITH NONLINEAR MONOTONIE ENSEMBLE 16
NIKITA SPIRIN AND KONSTANTIN VORONTSOV
A BAYESIAN APPROACH FOR COMBINING ENSEMBLES OF GP CLASSIFIERS 26 C. DE
STEFANO, F. FONTANELLA, G. FOLINO, AND A. SCOTTO DI FRECA
CLASSIFIER ENSEMBLES II
MULTIPLE CLASSIFIERS FOR GRAPH OF WORDS EMBEDDING 36
JAUME GIBERT, ERNEST VALVENY, ORIOL RAMOS TERRADES, AND HORST BUNKE
A DYNAMIC LOGISTIC MULTIPLE CLASSIFIER SYSTEM FOR ONLINE CLASSIFICATION
46
AMBER TOMAS
ENSEMBLE METHODS FOR REINFORCEMENT LEARNING WITH FUNCTION APPROXIMATION
56
STEFAN FAUSSER AND FRIEDHELM SCHWENKER
TREES AND FORESTS
GRASP FOREST: A NEW ENSEMBLE METHOD FOR TREES 66
JOSE F. DIEZ-PASTOR, CESAR GARCIA-OSORIO, JUAN J. RODRIGUEZ, AND ANDRES
BUSTILLO
ENSEMBLES OF DECISION TREES FOR IMBALANCED DATA 76
JUAN J. RODRIGUEZ, JOSE F. DIEZ-PASTOR, AND CESAR GARCIA-OSORIO
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1011530414
DIGITALISIERT DURCH
IMAGE 2
X TABLE OF CONTENTS
COMPACT ENSEMBLE TREES FOR IMBALANCED DATA 86
YUBIN PARK AND JOYDEEP GHOSH
ONE-CLASS CLASSIFIERS
PRUNED RANDOM SUBSPACE METHOD FOR ONE-CLASS CLASSIFIERS 96
VERONIKA CHEPLYGINA AND DAVID M.J. TAX
APPROXIMATE CONVEX HULLS FAMILY FOR ONE-CLASS CLASSIFICATION 106
PIERLUIGI CASALE, ORIOL PUJOL, AND PETIA RADEVA
MULTIPLE KERNELS
GENERALIZED AUGMENTATION OF MULTIPLE KERNELS 116
WAN-JUI LEE, ROBERT P. W. DUIN, AND MARCO LOOG
A MODIFIED NEUTRAL POINT METHOD FOR KERNEL-BASED FUSION OF
PATTERN-RECOGNITION MODALITIES WITH INCOMPLETE DATA SETS 126
MAXIM PANOV, ALEXANDER TATARCHUK, VADIM MOTTL, AND DAVID WINDRIDGE
TWO-STAGE AUGMENTED KERNEL MATRIX FOR OBJECT RECOGNITION 137 MUHAMMAD
AWAIS, FEI YAN, KRYSTIAN MIKOLAJCZYK, AND JOSEF KITTLER
MULTIPLE KERNEL LEARNING VIA DISTANCE METRIC LEARNING FOR INTERACTIVE
IMAGE RETRIEVAL 147
FEI YAN, KRYSTIAN MIKOLAJCZYK, AND JOSEF KITTLER
CLASSIFIER SELECTION
DYNAMIC ENSEMBLE SELECTION FOR OFF-LINE SIGNATURE VERIFICATION 157 LUANA
BATISTA, ERIC GRANGER, AND ROBERT SABOURIN
CLASSIFIER SELECTION APPROACHES FOR MULTI-LABEL PROBLEMS 167
IGNAZIO PILLAI, GIORGIO FUMERA, AND FABIO ROLI
S E L E C T I ON S T R A T E G I ES FOR P A U C - B A S ED C O M B I N A
T I ON OF D I C H O T O M I Z E RS . . . 177
MARIA TERESA RICAMATO, MARIO MOLINARA, AND FRANCESCO TORTORELLA
SEQUENTIAL COMBINATION
SEQUENTIAL CLASSIFIER COMBINATION FOR PATTERN RECOGNITION IN WIRELESS
SENSOR NETWORKS 187
JANOS CSIRIK, PETER BERTHOLET, AND HORST BUNKE
MULTI-CLASS MULTI-SCALE STACKED SEQUENTIAL LEARNING 197
ELOI PUERTAS, SERGIO ESCALERA, AND ORIOL PUJOL
IMAGE 3
TABLE OF CONTENTS XI
ECOC
A COMPARISON OF RANDOM FOREST WITH ECOC-BASED CLASSIFIERS 207 R.S.
SMITH, M. BOBER, AND T. WINDEATT
TWO STAGE REJECT RULE FOR ECOC CLASSIFICATION SYSTEMS 217
PAOLO SIMEONE, CLAUDIO MARROCCO, AND FRANCESCO TORTORELLA
INTRODUCING THE SEPARABILITY MATRIX FOR ERROR CORRECTING OUTPUT CODES
CODING ._ 227
MIGUEL ANGEL BAUTISTA, ORIOL PUJOL, XAVIER BARD, AND SERGIO ESCALERA
DIVERSITY
IMPROVING ACCURACY AND SPEED OF OPTIMUM-PATH FOREST CLASSIFIER USING
COMBINATION OF DISJOINT TRAINING SUBSETS 237
MOACIR P. PONTI-JR. AND JOAEO P. PAPA
ANALYZING THE RELATIONSHIP BETWEEN DIVERSITY AND EVIDENTIAL FUSION
ACCURACY 249
YAXIN BI
CLUSTERING
CLASSIFICATION BY CLUSTER ANALYSIS: A NEW META-LEARNING BASED APPROACH
259
ANNA JUREK, YAXIN BI, SHENGLI WU, AND CHRIS NUGENT
C 3 E: A FRAMEWORK FOR COMBINING ENSEMBLES OF CLASSIFIERS AND CLUSTERERS
269
A. ACHARYA, E.R. HRUSCHKA, J. GHOSH, AND S. ACHARYYA
A LATENT VARIABLE PAIRWISE CLASSIFICATION MODEL OF A CLUSTERING ENSEMBLE
279
VLADIMIR BERIKOV
CLOOSTING: CLUSTERING DATA WITH BOOSTING 289
F. SMERALDI, M. BICEGO, M. CRISTANI, AND V. MURINO
BIOMETRICS
A GEOMETRIC APPROACH TO FACE DETECTOR COMBINING 299
NIKOLAY DEGTYAREV AND OLEG SEREDIN
INCREASE THE SECURITY OF MULTIBIOMETRIC SYSTEMS BY INCORPORATING A
SPOOFING DETECTION ALGORITHM IN THE FUSION MECHANISM 309
EMANUELA MARASCO, PETER JOHNSON, CARLO SANSONE, AND STEPHANIE SCHUCKERS
IMAGE 4
XII TABLE OF CONTENTS
COHORT BASED APPROACH TO MULTIEXPERT CLASS VERIFICATION 319 JOSEF
KITTLER, NORMAN POH, AND AMIN MERATI
COMPUTER SECURITY
A MODULAR ARCHITECTURE FOR THE ANALYSIS OF HTTP PAYLOADS BASED ON
MULTIPLE CLASSIFIERS 330
DAVIDE ARIU AND GIORGIO GIACINTO
INCREMENTAL BOOLEAN COMBINATION OF CLASSIFIERS 340
WAEL KHREICH, ERIC GRANGER, ALI MIRI, AND ROBERT SABOURIN
BAGGING CLASSIFIERS FOR FIGHTING POISONING ATTACKS IN ADVERSARIAL
CLASSIFICATION TASKS 350
BATTISTA BIGGIO, IGINO CORONA, GIORGIO FUMERA, GIORGIO GIACINTO, AND
FABIO ROLL
USING A BEHAVIOUR KNOWLEDGE SPACE APPROACH FOR DETECTING UNKNOWN IP
TRAFFIC FLOWS 360
ALBERTO DAINOTTI, ANTONIO PESCAPE, CARLO SANSONE, AND ANTONIO
QUINTAVALLE
AUTHOR INDEX 371 |
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV039108957 |
| classification_rvk | SS 4800 |
| ctrlnum | (OCoLC)725282512 (DE-599)DNB1011530414 |
| dewey-full | 006.31 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.31 |
| dewey-search | 006.31 |
| dewey-sort | 16.31 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik |
| format | Conference Proceeding Book |
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| indexdate | 2025-01-27T13:35:58Z |
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| publisher | Springer |
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| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings Carlo Sansone ... (eds.) Berlin [u.a.] Springer 2011 XII, 372 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 6713 Literaturangaben Datensicherung (DE-588)4011144-1 gnd rswk-swf Statistisches Modell (DE-588)4121722-6 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Automatische Klassifikation (DE-588)4120957-6 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2011 Neapel gnd-content Automatische Klassifikation (DE-588)4120957-6 s Mustererkennung (DE-588)4040936-3 s Maschinelles Lernen (DE-588)4193754-5 s Datensicherung (DE-588)4011144-1 s Statistisches Modell (DE-588)4121722-6 s DE-604 Sansone, Carlo Sonstige oth MCS 10 2011 Neapel Sonstige (DE-588)16161612-4 oth Erscheint auch als Online-Ausgabe Multiple Classifier Systems Lecture notes in computer science 6713 (DE-604)BV000000607 6713 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3766169&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=022652713&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings Lecture notes in computer science Datensicherung (DE-588)4011144-1 gnd Statistisches Modell (DE-588)4121722-6 gnd Mustererkennung (DE-588)4040936-3 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
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| title | Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings |
| title_auth | Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings |
| title_exact_search | Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings |
| title_full | Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings Carlo Sansone ... (eds.) |
| title_fullStr | Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings Carlo Sansone ... (eds.) |
| title_full_unstemmed | Multiple classifier systems 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings Carlo Sansone ... (eds.) |
| title_short | Multiple classifier systems |
| title_sort | multiple classifier systems 10th international workshop mcs 2011 naples italy june 15 17 2011 proceedings |
| title_sub | 10th international workshop, MCS 2011, Naples, Italy, June 15 - 17, 2011 ; proceedings |
| topic | Datensicherung (DE-588)4011144-1 gnd Statistisches Modell (DE-588)4121722-6 gnd Mustererkennung (DE-588)4040936-3 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Datensicherung Statistisches Modell Mustererkennung Automatische Klassifikation Maschinelles Lernen Konferenzschrift 2011 Neapel |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=3766169&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=022652713&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT sansonecarlo multipleclassifiersystems10thinternationalworkshopmcs2011naplesitalyjune15172011proceedings AT mcsneapel multipleclassifiersystems10thinternationalworkshopmcs2011naplesitalyjune15172011proceedings |