Advanced methodologies for Bayesian networks: Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings
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| Corporate Author: | |
|---|---|
| Other Authors: | , |
| Format: | Electronic Conference Proceeding eBook |
| Language: | English |
| Published: |
[Cham]
Springer
[2015]
|
| Series: | Lecture notes in computer science
9505 : Lecture notes in artificial intelligence |
| Subjects: | |
| Online Access: | DE-860 DE-355 Volltext Abstract Inhaltsverzeichnis |
| Physical Description: | 1 Online Ressource (XVIII, 265 Seiten, 102 illus. in color) |
| ISBN: | 9783319283791 9783319283784 |
| DOI: | 10.1007/978-3-319-28379-1 |
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ADVANCED METHODOLOGIES FOR BAYESIAN NETWORKS
/
: 2015
ABSTRACT / INHALTSTEXT
THIS VOLUME CONSTITUTES THE REFEREED PROCEEDINGS OF THE SECOND
INTERNATIONAL WORKSHOP ON ADVANCED METHODOLOGIES FOR BAYESIAN NETWORKS,
AMBN 2015, HELD IN YOKOHAMA, JAPAN, IN NOVEMBER 2015. THE 18 REVISED
FULL PAPERS AND 6 INVITED ABSTRACTS PRESENTED WERE CAREFULLY REVIEWED
AND SELECTED FROM NUMEROUS SUBMISSIONS. IN THE INTERNATIONAL WORKSHOP ON
ADVANCED METHODOLOGIES FOR BAYESIAN NETWORKS (AMBN), THE RESEARCHERS
EXPLORE METHODOLOGIES FOR ENHANCING THE EFFECTIVENESS OF GRAPHICAL
MODELS INCLUDING MODELING, REASONING, MODEL SELECTION, LOGIC-PROBABILITY
RELATIONS, AND CAUSALITY. THE EXPLORATION OF METHODOLOGIES IS
COMPLEMENTED DISCUSSIONS OF PRACTICAL CONSIDERATIONS FOR APPLYING
GRAPHICAL MODELS IN REAL WORLD SETTINGS, COVERING CONCERNS LIKE
SCALABILITY, INCREMENTAL LEARNING, PARALLELIZATION, AND SO ON
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ADVANCED METHODOLOGIES FOR BAYESIAN NETWORKS
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
EFFECTIVENESS OF GRAPHICAL MODELS INCLUDING MODELING. REASONING, MODEL
SELECTION
LOGIC-PROBABILITY RELATIONS
CAUSALITY. APPLYING GRAPHICAL MODELS IN REAL WORLD SETTINGS
SCALABILITY
INCREMENTAL LEARNING.-PARALLELIZATION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
| any_adam_object | 1 |
| author2 | Suzuki, Joe Ueno, Maomi |
| author2_role | edt edt |
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| author_GND | (DE-588)1024214508 |
| author_corporate | AMBN Yokohama |
| author_corporate_role | aut |
| author_facet | Suzuki, Joe Ueno, Maomi AMBN Yokohama |
| author_sort | AMBN Yokohama |
| building | Verbundindex |
| bvnumber | BV043408651 |
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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 | 10.1007/978-3-319-28379-1 |
| format | Electronic Conference Proceeding eBook |
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| spelling | AMBN 2. 2015 Yokohama Verfasser (DE-588)1090894341 aut Advanced methodologies for Bayesian networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings Joe Suzuki, Maomi Ueno (eds.) [Cham] Springer [2015] © 2015 1 Online Ressource (XVIII, 265 Seiten, 102 illus. in color) txt rdacontent c rdamedia cr rdacarrier Lecture notes in computer science 9505 Lecture notes in artificial intelligence Computer science Computers Algorithms Mathematical statistics Database management Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Algorithm Analysis and Problem Complexity Probability and Statistics in Computer Science Computation by Abstract Devices Database Management Information Systems Applications (incl. Internet) Informatik Künstliche Intelligenz (DE-588)1071861417 Konferenzschrift 2015 Yokohama gnd-content Suzuki, Joe edt Ueno, Maomi (DE-588)1024214508 edt Lecture notes in computer science 9505 : Lecture notes in artificial intelligence (DE-604)BV014880109 9505 https://doi.org/10.1007/978-3-319-28379-1 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826998&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Abstract Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826998&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advanced methodologies for Bayesian networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings Lecture notes in computer science Computer science Computers Algorithms Mathematical statistics Database management Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Algorithm Analysis and Problem Complexity Probability and Statistics in Computer Science Computation by Abstract Devices Database Management Information Systems Applications (incl. Internet) Informatik Künstliche Intelligenz |
| subject_GND | (DE-588)1071861417 |
| title | Advanced methodologies for Bayesian networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings |
| title_auth | Advanced methodologies for Bayesian networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings |
| title_exact_search | Advanced methodologies for Bayesian networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings |
| title_full | Advanced methodologies for Bayesian networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings Joe Suzuki, Maomi Ueno (eds.) |
| title_fullStr | Advanced methodologies for Bayesian networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings Joe Suzuki, Maomi Ueno (eds.) |
| title_full_unstemmed | Advanced methodologies for Bayesian networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings Joe Suzuki, Maomi Ueno (eds.) |
| title_short | Advanced methodologies for Bayesian networks |
| title_sort | advanced methodologies for bayesian networks second international workshop ambn 2015 yokohama japan november 16 18 2015 proceedings |
| title_sub | Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015 ; proceedings |
| topic | Computer science Computers Algorithms Mathematical statistics Database management Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Algorithm Analysis and Problem Complexity Probability and Statistics in Computer Science Computation by Abstract Devices Database Management Information Systems Applications (incl. Internet) Informatik Künstliche Intelligenz |
| topic_facet | Computer science Computers Algorithms Mathematical statistics Database management Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Algorithm Analysis and Problem Complexity Probability and Statistics in Computer Science Computation by Abstract Devices Database Management Information Systems Applications (incl. Internet) Informatik Künstliche Intelligenz Konferenzschrift 2015 Yokohama |
| url | https://doi.org/10.1007/978-3-319-28379-1 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826998&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=028826998&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV014880109 |
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