Discovery Science: 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings
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Format: | Elektronisch Tagungsbericht E-Book |
Sprache: | English |
Veröffentlicht: |
Cham
Springer International Publishing
[2015]
|
Ausgabe: | 1st ed. |
Schriftenreihe: | Lecture Notes in Computer Science
9356 |
Schlagworte: | |
Online-Zugang: | Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | XV, 342 Seiten Illustrationen |
ISBN: | 9783319242828 9783319242811 |
ISSN: | 0302-9743 |
DOI: | 10.1007/978-3-319-24282-8 |
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650 | 4 | |a Data Mining and Knowledge Discovery | |
650 | 4 | |a Information Storage and Retrieval | |
650 | 4 | |a Database Management | |
650 | 4 | |a Algorithm Analysis and Problem Complexity | |
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Datensatz im Suchindex
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---|---|
adam_text | DISCOVERY SCIENCE
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
BILINEAR PREDICTION USING LOW RANK MODELS
FINDING HIDDEN STRUCTURE IN DATA WITH TENSOR DECOMPOSITIONS
TURNING PREDICTION TOOLS INTO DECISION TOOLS
OVERCOMING OBSTACLES TO THE ADOPTION OF MACHINE LEARNING BY DOMAIN
EXPERTS
RESOLUTION TRANSFER IN CANCER CLASSIFICATION BASED ON AMPLIFICATION
PATTERNS
VERY SHORT-TERM WIND SPEED FORECASTING USING SPATIO-TEMPORAL LAZY
LEARNING
DISCOVERY OF PARAMETERS FOR ANIMATION OF MIDGE SWARMS
NO SENTIMENT IS AN ISLAND: AUTHOR S ACTIVITY AND SENTIMENTS TRANSACTIONS
IN SENTIMENT CLASSIFICATION
ACTIVE LEARNING FOR CLASSIFYING TEMPLATE MATCHES IN HISTORICAL MAPS
AN EVALUATION OF SCORE DESCRIPTORS COMBINED WITH NON-LINEAR MODELS OF
EXPRESSIVE DYNAMICS IN MUSIC
GEO-COORDINATED PARALLEL COORDINATES (GCPC): A CASE STUDY OF
ENVIRONMENTAL DATA ANALYSIS
GENERALIZED SHORTEST PATH KERNEL ON GRAPHS
ENSEMBLES OF EXTREMELY RANDOMIZED TREES FOR MULTI-TARGET REGRESSION
CLUSTERING-BASED OPTIMISED PROBABILISTIC ACTIVE LEARNING (COPAL)
PREDICTIVE ANALYSIS ON TRACKING EMAILS FOR TARGETED MARKETING
SEMI-SUPERVISED LEARNING FOR STREAM RECOMMENDER SYSTEMS
DETECTING TRANSMEMBRANE PROTEINS USING DECISION TREES
CHANGE POINT DETECTION FOR INFORMATION DIFFUSION TREE
MULTI-LABEL CLASSIFICATION VIA MULTI-TARGET REGRESSION ON DATA STREAMS
PERIODICAL SKELETONIZATION FOR PARTIALLY PERIODIC PATTERN MINING
PREDICTING DRUGS ADVERSE SIDE-EFFECTS USING A RECOMMENDER-SYSTEM
DR. INVENTOR FRAMEWORK: EXTRACTING STRUCTURED INFORMATION FROM
SCIENTIFIC PUBLICATIONS
PREDICTING PROTEIN FUNCTION AND PROTEIN-LIGAND INTERACTION WITH THE 3D
NEIGHBORHOOD KERNEL
HIERARCHICAL MULTIDIMENSIONAL CLASSIFICATION OF WEB DOCUMENTS WITH
MULTIWEBCLASS
EVALUATING THE EFFECTIVENESS OF HASHTAGS AS PREDICTORS OF THE SENTIMENT
OF TWEETS
ON THE FEASIBILITY OF DISCOVERING META-PATTERNS FROM A DATA ENSEMBLE
AN ALGORITHM FOR INFLUENCE MAXIMIZATION IN A TWO-TERMINAL SERIES
PARALLEL GRAPH AND ITS APPLICATION TO A REAL NETWORK
BENCHMARKING STREAM CLUSTERING FOR CHURN DETECTION IN DYNAMIC NETWORKS
CANONICAL CORRELATION METHODS FOR EXPLORING MICROBE-ENVIRONMENT
INTERACTIONS IN DEEP SUBSURFACE
KECO: KERNEL-BASED ONLINE CO-AGREEMENT ALGORITHM
TREE PCA FOR EXTRACTING DOMINANT SUBSTRUCTURES FROM LABELED ROOTED TREES
ENUMERATING MAXIMAL CLIQUE SETS WITH PSEUDO-CLIQUE CONSTRAINT
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DISCOVERY SCIENCE
/
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK CONSTITUTES THE PROCEEDINGS OF THE 17TH INTERNATIONAL
CONFERENCE ON DISCOVERY SCIENCE, DS 2015, HELD IN BANFF, AB, CANADA IN
OCTOBER 2015. THE 16 LONG AND 12 SHORT PAPERS PRESENDTED TOGETHER WITH 4
INVITED TALKS IN THIS VOLUME WERE CAREFULLY REVIEWED AND SELECTED FROM
44 SUBMISSIONS. THE COMBINATION OF RECENTADVANCES IN THE DEVELOPMENT
AND ANALYSIS OF METHODS FOR DISCOVERING SCIENTI CKNOWLEDGE, COMING
FROM MACHINE LEARNING, DATA MINING, AND INTELLIGENT DATAANALYSIS, AS
WELL AS THEIR APPLICATION IN VARIOUS SCIENTI C DOMAINS, ON THE
ONEHAND, WITH THE ALGORITHMIC ADVANCES IN MACHINE LEARNING THEORY, ON
THE OTHERHAND, MAKES EVERY INSTANCE OF THIS JOINT EVENT UNIQUE AND
ATTRACTIVE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
any_adam_object | 1 |
author2 | Japkowicz, Nathalie |
author2_role | edt |
author2_variant | n j nj |
author_GND | (DE-588)14398425X |
author_facet | Japkowicz, Nathalie |
building | Verbundindex |
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dewey-full | 006.3 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.3 |
dewey-search | 006.3 |
dewey-sort | 16.3 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
doi_str_mv | 10.1007/978-3-319-24282-8 |
edition | 1st ed. |
format | Electronic Conference Proceeding eBook |
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spelling | Discovery Science 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings edited by Nathalie Japkowicz, Stan Matwin 1st ed. Cham Springer International Publishing [2015] © 2015 XV, 342 Seiten Illustrationen txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Computer Science 9356 0302-9743 Computer science Algorithms Database management Data mining Information storage and retrieval Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Data Mining and Knowledge Discovery Information Storage and Retrieval Database Management Algorithm Analysis and Problem Complexity Informatik Künstliche Intelligenz Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Algorithmische Lerntheorie (DE-588)4701014-9 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 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 Japkowicz, Nathalie (DE-588)14398425X edt DS 18. 2015 Banff, Alberta Sonstige (DE-588)107703332X oth Lecture Notes in Computer Science 9356 (DE-604)BV014880109 9356 https://doi.org/10.1007/978-3-319-24282-8 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632635&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632635&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
spellingShingle | Discovery Science 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings Lecture Notes in Computer Science Computer science Algorithms Database management Data mining Information storage and retrieval Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Data Mining and Knowledge Discovery Information Storage and Retrieval Database Management Algorithm Analysis and Problem Complexity Informatik Künstliche Intelligenz Maschinelles Lernen (DE-588)4193754-5 gnd Wissensextraktion (DE-588)4546354-2 gnd Data Mining (DE-588)4428654-5 gnd Algorithmische Lerntheorie (DE-588)4701014-9 gnd |
subject_GND | (DE-588)4193754-5 (DE-588)4546354-2 (DE-588)4428654-5 (DE-588)4701014-9 (DE-588)1071861417 |
title | Discovery Science 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings |
title_auth | Discovery Science 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings |
title_exact_search | Discovery Science 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings |
title_full | Discovery Science 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings edited by Nathalie Japkowicz, Stan Matwin |
title_fullStr | Discovery Science 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings edited by Nathalie Japkowicz, Stan Matwin |
title_full_unstemmed | Discovery Science 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings edited by Nathalie Japkowicz, Stan Matwin |
title_short | Discovery Science |
title_sort | discovery science 18th international conference ds 2015 banff ab canada october 4 6 2015 proceedings |
title_sub | 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015 : proceedings |
topic | Computer science Algorithms Database management Data mining Information storage and retrieval Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Data Mining and Knowledge Discovery Information Storage and Retrieval Database Management Algorithm Analysis and Problem Complexity Informatik Künstliche Intelligenz Maschinelles Lernen (DE-588)4193754-5 gnd Wissensextraktion (DE-588)4546354-2 gnd Data Mining (DE-588)4428654-5 gnd Algorithmische Lerntheorie (DE-588)4701014-9 gnd |
topic_facet | Computer science Algorithms Database management Data mining Information storage and retrieval Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Data Mining and Knowledge Discovery Information Storage and Retrieval Database Management Algorithm Analysis and Problem Complexity Informatik Künstliche Intelligenz Maschinelles Lernen Wissensextraktion Data Mining Algorithmische Lerntheorie Konferenzschrift |
url | https://doi.org/10.1007/978-3-319-24282-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632635&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632635&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
volume_link | (DE-604)BV014880109 |
work_keys_str_mv | AT japkowicznathalie discoveryscience18thinternationalconferenceds2015banffabcanadaoctober462015proceedings AT dsbanffalberta discoveryscience18thinternationalconferenceds2015banffabcanadaoctober462015proceedings |