New frontiers in mining complex patterns: first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers
Gespeichert in:
| Format: | Elektronisch Tagungsbericht E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schriftenreihe: | Lecture notes in computer science
7765 |
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (X, 229 S.) |
| ISBN: | 364237381X 9783642373824 |
| DOI: | 10.1007/978-3-642-37382-4 |
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Datensatz im Suchindex
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| adam_text |
NEW FRONTIERS IN MINING COMPLEX PATTERNS
/
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
LEARNING WITH CONFIGURABLE OPERATORS AND RL-BASED HEURISTICS.-REDUCING
EXAMPLES IN RELATIONAL LEARNING WITH BOUNDED-TREEWIDTH
HYPOTHESES.-MINING COMPLEX EVENT PATTERNS IN COMPUTER NETWORKS
LEARNING IN THE PRESENCE OF LARGE FLUCTUATIONS: A STUDY OF AGGREGATION
AND CORRELATION
MACHINE LEARNING AS AN OBJECTIVE APPROACH TO UNDERSTANDING
MUSIC.-PAIR-BASED OBJECT-DRIVEN ACTION RULES
EFFECTIVELY GROUPING TRAJECTORY STREAMS.-HEALTHCARE TRAJECTORY MINING
BY COMBINING MULTIDIMENSIONAL COMPONENT AND ITEMSETS
GRAPH-BASED APPROACHES TO CLUSTERING NETWORK-CONSTRAINED TRAJECTORY DATA
FINDING THE MOST DESCRIPTIVE SUBSTRUCTURES IN GRAPHS WITH DISCRETE AND
NUMERIC LABELS.-LEARNING IN PROBABILISTIC GRAPHS EXPLOITING
LANGUAGE-CONSTRAINED PATTERNS.-IMPROVING ROBUSTNESS AND FLEXIBILITY OF
CONCEPT TAXONOMY LEARNING FROM TEXT.-DISCOVERING EVOLUTION CHAINS IN
DYNAMIC NETWORKS.-SUPPORTING INFORMATION SPREAD IN A SOCIAL
INTERNETWORKING SCENARIO.-CONTEXT-AWARE PREDICTIONS ON BUSINESS
PROCESSES: AN ENSEMBLE-BASED SOLUTION. REDUCING EXAMPLES IN RELATIONAL
LEARNING WITH BOUNDED-TREEWIDTH HYPOTHESES.-MINING COMPLEX EVENT
PATTERNS IN COMPUTER NETWORKS
LEARNING IN THE PRESENCE OF LARGE FLUCTUATIONS: A STUDY OF AGGREGATION
AND CORRELATION
MACHINE LEARNING AS AN OBJECTIVE APPROACH TO UNDERSTANDING
MUSIC.-PAIR-BASED OBJECT-DRIVEN ACTION RULES
EFFECTIVELY GROUPING TRAJECTORY STREAMS.-HEALTHCARE TRAJECTORY MINING
BY COMBINING MULTIDIMENSIONAL COMPONENT AND ITEMSETS
GRAPH-BASED APPROACHES TO CLUSTERING NETWORK-CONSTRAINED TRAJECTORY DATA
FINDING THE MOST DESCRIPTIVE SUBSTRUCTURES IN GRAPHS WITH DISCRETE AND
NUMERIC LABELS.-LEARNING IN PROBABILISTIC GRAPHS EXPLOITING
LANGUAGE-CONSTRAINED PATTERNS.-IMPROVING ROBUSTNESS AND FLEXIBILITY OF
CONCEPT TAXONOMY LEARNING FROM TEXT.-DISCOVERING EVOLUTION CHAINS IN
DYNAMIC NETWORKS.-SUPPORTING INFORMATION SPREAD IN A SOCIAL
INTERNETWORKING SCENARIO.-CONTEXT-AWARE PREDICTIONS ON BUSINESS
PROCESSES: AN ENSEMBLE-BASED SOLUTION.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
NEW FRONTIERS IN MINING COMPLEX PATTERNS
/
: 2013
ABSTRACT / INHALTSTEXT
THIS BOOK CONSTITUTES THE THOROUGHLY REFEREED CONFERENCE PROCEEDINGS OF
THE FIRST INTERNATIONAL WORKSHOP ON NEW FRONTIERS IN MINING COMPLEX
PATTERNS, NFMCP 2012, HELD IN CONJUNCTION WITH ECML/PKDD 2012, IN
BRISTOL, UK, IN SEPTEMBER 2012. THE 15 REVISED FULL PAPERS WERE
CAREFULLY REVIEWED AND SELECTED FROM NUMEROUS SUBMISSIONS. THE PAPERS
ARE ORGANIZED IN TOPICAL SECTIONS ON MINING RICH (RELATIONAL) DATASETS,
MINING COMPLEX PATTERNS FROM MISCELLANEOUS DATA, MINING COMPLEX PATTERNS
FROM TRAJECTORY AND SEQUENCE DATA, AND MINING COMPLEX PATTERNS FROM
GRAPHS AND NETWORKS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
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| dewey-ones | 006 - Special computer methods |
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| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-642-37382-4 |
| format | Electronic Conference Proceeding eBook |
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| spelling | New frontiers in mining complex patterns first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers Annalisa Appice ... (eds.) Berlin [u.a.] Springer 2013 1 Online-Ressource (X, 229 S.) txt rdacontent c rdamedia cr rdacarrier Lecture notes in computer science 7765 Merkmalsextraktion (DE-588)4314440-8 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Komplexität (DE-588)4135369-9 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Bristol gnd-content Data Mining (DE-588)4428654-5 s Merkmalsextraktion (DE-588)4314440-8 s Komplexität (DE-588)4135369-9 s DE-604 Appice, Annalisa Sonstige (DE-588)1076896294 oth NFMCP 1 2012 Bristol Sonstige (DE-588)1034350234 oth Erscheint auch als Druck-Ausgabe, Paperback 978-3-642-37381-7 Lecture notes in computer science 7765 (DE-604)BV014880109 7765 https://doi.org/10.1007/978-3-642-37382-4 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026839258&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=026839258&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | New frontiers in mining complex patterns first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers Lecture notes in computer science Merkmalsextraktion (DE-588)4314440-8 gnd Data Mining (DE-588)4428654-5 gnd Komplexität (DE-588)4135369-9 gnd |
| subject_GND | (DE-588)4314440-8 (DE-588)4428654-5 (DE-588)4135369-9 (DE-588)1071861417 |
| title | New frontiers in mining complex patterns first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers |
| title_auth | New frontiers in mining complex patterns first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers |
| title_exact_search | New frontiers in mining complex patterns first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers |
| title_full | New frontiers in mining complex patterns first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers Annalisa Appice ... (eds.) |
| title_fullStr | New frontiers in mining complex patterns first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers Annalisa Appice ... (eds.) |
| title_full_unstemmed | New frontiers in mining complex patterns first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers Annalisa Appice ... (eds.) |
| title_short | New frontiers in mining complex patterns |
| title_sort | new frontiers in mining complex patterns first international workshop nfmcp 2012 held in conjunction with ecml pkdd 2012 bristol uk september 24 2012 revised selected papers |
| title_sub | first international workshop, NFMCP 2012, held in conjunction with ECML PKDD 2012, Bristol, UK, September 24, 2012 ; revised selected papers |
| topic | Merkmalsextraktion (DE-588)4314440-8 gnd Data Mining (DE-588)4428654-5 gnd Komplexität (DE-588)4135369-9 gnd |
| topic_facet | Merkmalsextraktion Data Mining Komplexität Konferenzschrift 2012 Bristol |
| url | https://doi.org/10.1007/978-3-642-37382-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026839258&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=026839258&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV014880109 |
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