Discovery science: 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2011
|
| Schriftenreihe: | Lecture notes in computer science
6926 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XIII, 379 S. graph. Darst. 24 cm |
| ISBN: | 9783642244766 3642244769 |
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Datensatz im Suchindex
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| adam_text |
IMAGE 1
TABLE OF CONTENTS
ON THE EXPRESSIVE POWER OF DEEP ARCHITECTURES 1
YOSHUA BENGIO AND OLIVIER DELALLEAU
LEARNING FROM LABEL PREFERENCES 2
EYKE HUELLERMEIER AND JOHANNES FUERNKRANZ
INFORMATION DISTANCE AND ITS EXTENSIONS 18
MING LI
MODELS FOR AUTONOMOUSLY MOTIVATED EXPLORATION IN REINFORCEMENT LEARNING
29
PETER AUER, SHIAU HONG LIM, AND CHRIS WATKINS
OPTIMAL ESTIMATION 30
JORMA RISSANEN
MONOTONE INSTANCE RANKING WITH MIRA 31
NICOLA BARILE AND AD FEELDERS
MOA-TWEETREADER: REAL-TIME ANALYSIS IN TWITTER STREAMING DATA . . . 46
ALBERT BIFET, GEOFFREY HOLMES, AND BERNHARD PFAHRINGER
APPLICATION OF SEMANTIC KERNELS TO LITERATURE-BASED GENE FUNCTION
ANNOTATION 61
MATHIEU BLONDEL, KAZUHIRO SEKI, AND KUNIAKI UEHARA
"TELL ME MORE" : FINDING RELATED ITEMS FROM USER PROVIDED FEEDBACK. 76
JEROEN DE KNIJF, ANTHONY LIEKENS, AND BART GOETHALS
MEI: MUTUAL ENHANCED INFINITE GENERATIVE MODEL FOR SIMULTANEOUS
COMMUNITY AND TOPIC DETECTION 91
DONGSHENG DUAN, YUHUA LI, RUIXUAN LI, ZHENGDING LU, AND AIMING WEN
A METHODOLOGY FOR MINING DOCUMENT-ENRICHED HETEROGENEOUS INFORMATION
NETWORKS 107
MIHA GRCAR AND NADA LAVRAC
MULTIPLE HYPOTHESIS TESTING IN PATTERN DISCOVERY 122
SAMI HANHIJAERVI
A PARAMETER-FREE METHOD FOR DISCOVERING GENERALIZED CLUSTERS IN A
NETWORK 135
HIROSHI HIRAI, BIN-HUI CHOU, AND EINOSHIN SUZUKI
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1014764424
DIGITALISIERT DURCH
IMAGE 2
XII TABLE OF CONTENTS
DETECTING ANTI-MAJORITY OPINIONISTS USING VALUE-WEIGHTED MIXTURE VOTER
MODEL 150
MASAHIRO KIMURA, KAZUMI SAITO, KOUZOU OHARA, AND HIROSHI MOTODA
USING ONTOLOGIES IN SEMANTIC D A TA MINING WITH SEGS AND G-SEGS . . .
165 NADA LAVRAC, ANZE VAVPETIC, LARISA SOLDATOVA, IGOR TRAJKOVSKI, AND
PETRA KRALJ NOVAK
MINING CLASSIFICATION RULES WITHOUT SUPPORT: AN ANTI-MONOTONE PROPERTY
OF JACCARD MEASURE 179
YANNICK LE BRAS, PHILIPPE LENCA, AND STEPHANE LALLICH
BOOTSTRAPPING PARAMETER ESTIMATION IN DYNAMIC SYSTEMS 194
HUMA LODHI AND DAVID GILBERT
NETWORK EFFECTS ON TWEETING 209
JAKE T. LUSSIER AND NITESH V. CHAWLA
CONTEXT-AWARE PERSONAL ROUTE RECOGNITION 221
OLEKSIY MAZHELIS, INDRE ZLIOBAITE, AND MYKOLA PECHENIZKIY
SCALABLE DETECTION OF FREQUENT SUBSTRINGS BY GRAMMAR-BASED COMPRESSION
236
MASAYA NAKAHARA, SHIROU MARUYAMA, TETSUJI KUBOYAMA, AND HIROSHI SAKAMOTO
A STATISTICAL MODEL FOR TOPICALLY SEGMENTED DOCUMENTS 247
GIOVANNI PONTI, ANDREA TAGARELLI, AND GEORGE KARYPIS
PREDICTING STRUCTURED OUTPUTS FC-NEAREST NEIGHBOURS METHOD 262 MITJA
PUGELJ AND SASO DZEROSKI
THE AUGMENTED ITEMSET TREE: A DATA STRUCTURE FOR ONLINE MAXIMUM FREQUENT
PATTERN MINING 277
JANA SCHMIDT AND STEFAN KRAMER
WORD CLOUDS FOR EFFICIENT DOCUMENT LABELING 292
CHRISTIN SEIFERT, EVA ULBRICH, AND MICHAEL GRANITZER
GLOBAL AND LOCAL SPATIAL AUTOCORRELATION IN PREDICTIVE CLUSTERING TREES
307
DANIELA STOJANOVA, MICHELANGELO CECI, ANNALISA APPICE, DONATO MALERBA,
AND SASO DZEROSKI
RULE STACKING: AN APPROACH FOR COMPRESSING AN ENSEMBLE OF RULE SETS INTO
A SINGLE CLASSIFIER 323
JAN-NIKOLAS SULZMANN AND JOHANNES FUERNKRANZ
GRAPH CLUSTERING BASED ON OPTIMIZATION OF A MACROSCOPIC STRUCTURE OF
CLUSTERS 335
YUTA TANIGUCHI AND DAISUKE IKEDA
IMAGE 3
TABLE OF CONTENTS XIII
MODELING THE TEMPERATURE OF HOT ROLLED STEEL PLATE WITH SEMI-SUPERVISED
LEARNING METHODS 351
HENNA TIENSUU, ILMARI JUUTILAINEN, AND JUHA ROENING
CONTROLLED PERMUTATIONS FOR TESTING ADAPTIVE CLASSIFIERS 365
INDRE ZLIOBAITE
AUTHOR INDEX 381 |
| any_adam_object | 1 |
| author_GND | (DE-588)123914701 |
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| dewey-search | 006.31 006.33 |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| spelling | Discovery science 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Tapio Elomaa ... (eds.) Berlin [u.a.] Springer 2011 XIII, 379 S. graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 6926 : Lecture notes in artificial intelligence Literaturangaben Algorithmische Lerntheorie (DE-588)4701014-9 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2011 Espoo gnd-content Wissensextraktion (DE-588)4546354-2 s Data Mining (DE-588)4428654-5 s Maschinelles Lernen (DE-588)4193754-5 s Algorithmische Lerntheorie (DE-588)4701014-9 s DE-604 Elomaa, Tapio 1963- Sonstige (DE-588)123914701 oth DS 14 2011 Espoo Sonstige (DE-588)16325841-7 oth Erscheint auch als Online-Ausgabe Discovery Science Lecture notes in computer science 6926 : Lecture notes in artificial intelligence (DE-604)BV000000607 6926 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3873382&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=024488887&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Discovery science 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Lecture notes in computer science Algorithmische Lerntheorie (DE-588)4701014-9 gnd Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4701014-9 (DE-588)4428654-5 (DE-588)4546354-2 (DE-588)4193754-5 (DE-588)1071861417 |
| title | Discovery science 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings |
| title_auth | Discovery science 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings |
| title_exact_search | Discovery science 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings |
| title_full | Discovery science 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Tapio Elomaa ... (eds.) |
| title_fullStr | Discovery science 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Tapio Elomaa ... (eds.) |
| title_full_unstemmed | Discovery science 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Tapio Elomaa ... (eds.) |
| title_short | Discovery science |
| title_sort | discovery science 14th international conference ds 2011 espoo finland october 5 7 2011 proceedings |
| title_sub | 14th international conference, DS 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings |
| topic | Algorithmische Lerntheorie (DE-588)4701014-9 gnd Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Algorithmische Lerntheorie Data Mining Wissensextraktion Maschinelles Lernen Konferenzschrift 2011 Espoo |
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