Data mining applications using artificial adaptive systems:
Gespeichert in:
| Weitere Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Springer
2013
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| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHM01 FHN01 FKE01 UBG01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (VII, 275 S.) Ill., graph. Darst., Kt. |
| ISBN: | 9781461442233 |
| DOI: | 10.1007/978-1-4614-4223-3 |
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Datensatz im Suchindex
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|---|---|
| adam_text | DATA MINING APPLICATIONS USING ARTIFICIAL ADAPTIVE SYSTEMS
/
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
ASSESSING POST-RADIOTHERAPY TREATMENT INVOLVING BRAIN VOLUME DIFFERENCES
IN CHILDREN
J-NET: AN ADAPTIVE SYSTEM FOR COMPUTER-AIDED DIAGNOSIS IN LUNG NODULE
CHARACTERIZATION
POPULATION ALGORITHM: A NEW METHOD OF MULTI-DIMENSIONAL SCALING
SEMANTICS OF POINT SPACES THROUGH THE TOPOLOGICAL WEIGHTED CENTROID AND
OTHER MATHEMATICAL QUANTITIES
META NET: A NEW META-CLASSIFIER FAMILY
OPTIMAL INFORMATIONAL SORTING: THE ACS-ULA APPROACH
GUACAMOLE: A NEW PARADIGM FOR UNSUPERVISED COMPETITIVE LEARNING
SPATIOTEMPORAL MINING: A SYSTEMATIC APPROACH TO DISCRETE DIFFUSION
MODELS FOR TIME AND SPACE EXTRAPOLATION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DATA MINING APPLICATIONS USING ARTIFICIAL ADAPTIVE SYSTEMS
/
: 2013
ABSTRACT / INHALTSTEXT
THIS VOLUME DIRECTLY ADDRESSES THE COMPLEXITIES INVOLVED IN DATA MINING
AND THE DEVELOPMENT OF NEW ALGORITHMS, BUILT ON AN UNDERLYING THEORY
CONSISTING OF LINEAR AND NON-LINEAR DYNAMICS, DATA SELECTION, FILTERING,
AND ANALYSIS, WHILE INCLUDING ANALYTICAL PROJECTION AND PREDICTION. THE
RESULTS DERIVED FROM THE ANALYSIS ARE THEN FURTHER MANIPULATED SUCH THAT
A VISUAL REPRESENTATION IS DERIVED WITH AN ACCOMPANYING ANALYSIS. THE
BOOK BRINGS VERY CURRENT METHODS OF ANALYSIS TO THE FOREFRONT OF THE
DISCIPLINE, PROVIDES RESEARCHERS AND PRACTITIONERS THE MATHEMATICAL
UNDERPINNING OF THE ALGORITHMS, AND THE NON-SPECIALIST WITH A VISUAL
REPRESENTATION SUCH THAT A VALID UNDERSTANDING OF THE MEANING OF THE
ADAPTIVE SYSTEM CAN BE ATTAINED WITH CAREFUL ATTENTION TO THE VISUAL
REPRESENTATION. THE BOOK PRESENTS, AS A COLLECTION OF DOCUMENTS,
SOPHISTICATED AND MEANINGFUL METHODS THAT CAN BE IMMEDIATELY UNDERSTOOD
AND APPLIED TO VARIOUS OTHER DISCIPLINES OF RESEARCH. THE CONTENT IS
COMPOSED OF CHAPTERS ADDRESSING: AN APPLICATION OF ADAPTIVE SYSTEMS
METHODOLOGY IN THE FIELD OF POST-RADIATION TREATMENT INVOLVING BRAIN
VOLUME DIFFERENCES IN CHILDREN;A NEW ADAPTIVE SYSTEM FOR
COMPUTER-AIDED DIAGNOSIS OF THE CHARACTERIZATION OF LUNG NODULES;A NEW
METHOD OF MULTI-DIMENSIONAL SCALING WITH MINIMAL LOSS OF INFORMATION;A
DESCRIPTION OF THE SEMANTICS OF POINT SPACES WITH AN APPLICATION ON THE
ANALYSIS OF TERRORIST ATTACKS IN AFGHANISTAN;THE DESCRIPTION OF A NEW
FAMILY OF META-CLASSIFIERS;A NEW METHOD OF OPTIMAL INFORMATIONAL
SORTING;A GENERAL METHOD FOR THE UNSUPERVISED ADAPTIVE CLASSIFICATION
FOR LEARNING; AND THE PRESENTATION OF TWO NEW THEORIES, ONE IN TARGET
DIFFUSION AND THE OTHER IN TWISTING THEORY
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
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| dewey-full | 006.3/12 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/12 |
| dewey-search | 006.3/12 |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-1-4614-4223-3 |
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| language | English |
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| spelling | Data mining applications using artificial adaptive systems William J. Tastle (ed.) New York, NY [u.a.] Springer 2013 1 Online-Ressource (VII, 275 S.) Ill., graph. Darst., Kt. txt rdacontent c rdamedia cr rdacarrier Data Mining (DE-588)4428654-5 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Biometrie (DE-588)4124925-2 gnd rswk-swf Datenstruktur (DE-588)4011146-5 gnd rswk-swf Datenstruktur (DE-588)4011146-5 s Data Mining (DE-588)4428654-5 s Künstliche Intelligenz (DE-588)4033447-8 s Biometrie (DE-588)4124925-2 s DE-604 Tastle, William J. edt Erscheint auch als Druckausgabe 978-1-4614-4222-6 https://doi.org/10.1007/978-1-4614-4223-3 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025358950&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=025358950&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Data mining applications using artificial adaptive systems Data Mining (DE-588)4428654-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Biometrie (DE-588)4124925-2 gnd Datenstruktur (DE-588)4011146-5 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4033447-8 (DE-588)4124925-2 (DE-588)4011146-5 |
| title | Data mining applications using artificial adaptive systems |
| title_auth | Data mining applications using artificial adaptive systems |
| title_exact_search | Data mining applications using artificial adaptive systems |
| title_full | Data mining applications using artificial adaptive systems William J. Tastle (ed.) |
| title_fullStr | Data mining applications using artificial adaptive systems William J. Tastle (ed.) |
| title_full_unstemmed | Data mining applications using artificial adaptive systems William J. Tastle (ed.) |
| title_short | Data mining applications using artificial adaptive systems |
| title_sort | data mining applications using artificial adaptive systems |
| topic | Data Mining (DE-588)4428654-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Biometrie (DE-588)4124925-2 gnd Datenstruktur (DE-588)4011146-5 gnd |
| topic_facet | Data Mining Künstliche Intelligenz Biometrie Datenstruktur |
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