Real World Data Mining Applications:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
2015
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| Schriftenreihe: | Annals of Information Systems
17 |
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| Beschreibung: | Online-Ressource (XVI, 418 p. 144 illus., 96 illus. in color) |
| ISBN: | 9783319078120 |
| DOI: | 10.1007/978-3-319-07812-0 |
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| adam_text | REAL WORLD DATA MINING APPLICATIONS
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
WHAT DATA SCIENTISTS CAN LEARN FROM HISTORY
ON LINE MINING OF CYCLIC ASSOCIATION RULES FROM PARALLEL DIMENSION
HIERARCHIES
PROFIT: A PROJECTED CLUSTERING TECHNIQUE
MULTI-LABEL CLASSIFICATION WITH A CONSTRAINED MINIMUM CUT MODEL
ON THE SELECTION OF DIMENSION REDUCTION TECHNIQUES FOR SCIENTIFIC
APPLICATIONS
RELEARNING PROCESS FOR SPRT IN STRUCTURAL CHANGE DETECTION OF
TIME-SERIES DATA
K-MEANS CLUSTERING ON A CLASSIFIER-INDUCED REPRESENTATION SPACE:
APPLICATION TO CUSTOMER CONTACT PERSONALIZATION
DIMENSIONALITY REDUCTION USING GRAPH WEIGHTED SUBSPACE LEARNING FOR
BANKRUPTCY PREDICTION
CLICK FRAUD DETECTION: ADVERSARIAL PATTERN RECOGNITION OVER 5 YEARS AT
MICROSOFT
A NOVEL APPROACH FOR ANALYSIS OF REAL WORLD DATA: A DATA MINING ENGINE
FOR IDENTIFICATION OF MULTI-AUTHOR STUDENT DOCUMENT SUBMISSION
DATA MINING BASED TAX AUDIT SELECTION: A CASE STUDY OF A PILOT PROJECT
AT THE MINNESOTA DEPARTMENT OF REVENUE
A NEAREST NEIGHBOR APPROACH TO BUILD A READABLE RISK SCORE FOR BREAST
CANCER
MACHINE LEARNING FOR MEDICAL EXAMINATION REPORT PROCESSING
DATA MINING VORTEX CORES CONCURRENT WITH COMPUTATIONAL FLUID DYNAMICS
SIMULATIONS
ADATA MINING BASED METHOD FOR DISCOVERY OF WEB SERVICES AND THEIR
COMPOSITIONS
EXPLOITING TERRAIN INFORMATION FOR ENHANCING FUEL ECONOMY OF CRUISING
VEHICLES BY SUPERVISED TRAINING OF RECURRENT NEURAL OPTIMIZERS
EXPLORATION OF FLIGHT STATE AND CONTROL SYSTEM PARAMETERS FOR PREDICTION
OF HELICOPTER LOADS VIA GAMMA TEST AND MACHINE LEARNING TECHNIQUES
MULTILAYER SEMANTIC ANALYSIS IN IMAGE DATABASES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
REAL WORLD DATA MINING APPLICATIONS
/
: 2015
ABSTRACT / INHALTSTEXT
INTRODUCTION MAHMOUD ABOU-NASR, STEFAN LESSMANN. ROBERT STAHLBOCK, GARY
M.WEISS WHAT DATA SCIENTISTS CAN LEARN FROM HISTORY AARON LAI ON
LINE MINING OF CYCLIC ASSOCIATION RULES FROM PARALLEL DIMENSION
HIERARCHIES EYA BEN AHMED, AHLEM NABLI, FAIEZ GARGOURI PROFIT: A
PROJECTED CLUSTERING TECHNIQUE DHARMVEER SINGH RAJPUT, PRAMOD KUMAR
SINGH, MAHUA BHATTACHARYA MULTI-LABEL CLASSIFICATION WITH A
CONSTRAINED MINIMUM CUT MODEL GUANGZHI QU, ISHWAR SETHI, CRAIG HARTRICK,
HUI ZHANG ON THE SELECTION OF DIMENSION REDUCTION TECHNIQUES FOR
SCIENTIFIC APPLICATIONS YA JU FAN, CHANDRIKA KAMATH RELEARNING
PROCESS FOR SPRT IN STRUCTURAL CHANGE DETECTION OF TIME-SERIES DATA
RYOSUKE SAGA, NAOKI KAISAKU, HIROSHI TSUJI K-MEANS CLUSTERING ON A
CLASSIFIER-INDUCED REPRESENTATION SPACE: APPLICATION TO CUSTOMER CONTACT
PERSONALIZATION VINCENT LEMAIRE, FABRICE CLEROT, NICOLAS CREFF
DIMENSIONALITY REDUCTION USING GRAPH WEIGHTED SUBSPACE LEARNING FOR
BANKRUPTCY PREDICTION BERNARDETE RIBEIRO,NING CHEN CLICK FRAUD
DETECTION: ADVERSARIAL PATTERN RECOGNITION OVER 5 YEARS AT MICROSOFT
BRENDAN KITTS, JING YING ZHANG, GANG WU, WESLEY BRANDI, JULIEN BEASLEY,
KIERAN MORRILL, JOHN ETTEDGUI, SID SIDDHARTHA, HONG YUAN, FENG GAO,
PETER AZO, RAJ MAHATO A NOVEL APPROACH FOR ANALYSIS OF ’REAL
WORLD’ DATA: A DATA MINING ENGINE FOR IDENTIFICATION OF MULTI-AUTHOR
STUDENT DOCUMENT SUBMISSION KATHRYN BURN-THORNTON, TIM BURMAN DATA
MINING BASED TAX AUDIT SELECTION: A CASE STUDY OF A PILOT PROJECT AT THE
MINNESOTA DEPARTMENT OF REVENUE KUO-WEI HSU, NISHITH PATHAK, JAIDEEP
SRIVASTAVA, GREG TSCHIDA, ERIC BJORKLUND A NEAREST NEIGHBOR APPROACH
TO BUILD A READABLE RISK SCORE FOR BREAST CANCER EMILIEN GAUTHIER,
LAURENT BRISSON, PHILIPPE LENCA, STEPHANE RAGUSA MACHINE LEARNING FOR
MEDICAL EXAMINATION REPORT PROCESSING YINGHAO HUANG, YI LU MURPHEY,
NAEEM SELIYA, ROY B.FRIEDENTHAL DATA MINING VORTEX CORES CONCURRENT
WITH COMPUTATIONAL FLUID DYNAMICS SIMULATIONS CLIFTON MORTENSEN, STEVE
GORRELL, ROBERT WOODLEY, MICHAEL GOSNELL A DATA MINING BASED METHOD
FOR DISCOVERY OF WEB SERVICES AND THEIR COMPOSITIONS RICHI NAYAK,
AISHWARYA BOSE EXPLOITING TERRAIN INFORMATION FOR ENHANCING FUEL
ECONOMY OF CRUISING VEHICLES BY SUPERVISED TRAINING OF RECURRENT NEURAL
OPTIMIZERS MAHMOUD ABOU-NASR, JOHN MICHELINI, DIMITAR FILEV
EXPLORATION OF FLIGHT STATE AND CONTROL SYSTEM PARAMETERS FOR PREDICTION
OF HELICOPTER LOADS VIA GAMMA TEST AND MACHINE LEARNING TECHNIQUES
CATHERINE CHEUNG, JULIO J. VALDES, MATTHEW LI MULTILAYER SEMANTIC
ANALYSIS IN IMAGE DATABASES ISMAIL EL SAYAD, JEAN MARTINET, ZHONGFEI
(MARK) ZHANG, PETER EISERT
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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| id | DE-604.BV042290929 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T12:05:10Z |
| institution | BVB |
| isbn | 9783319078120 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027728102 |
| oclc_num | 897581539 |
| open_access_boolean | |
| owner | DE-473 DE-BY-UBG DE-739 DE-92 DE-2070s DE-703 DE-634 DE-Aug4 DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-859 DE-1043 DE-1046 DE-M347 DE-573 DE-1049 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706 |
| owner_facet | DE-473 DE-BY-UBG DE-739 DE-92 DE-2070s DE-703 DE-634 DE-Aug4 DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-859 DE-1043 DE-1046 DE-M347 DE-573 DE-1049 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706 |
| physical | Online-Ressource (XVI, 418 p. 144 illus., 96 illus. in color) |
| psigel | ZDB-2-SBE |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer International Publishing |
| record_format | marc |
| series | Annals of Information Systems |
| series2 | Annals of Information Systems |
| spellingShingle | Real World Data Mining Applications Annals of Information Systems |
| title | Real World Data Mining Applications |
| title_auth | Real World Data Mining Applications |
| title_exact_search | Real World Data Mining Applications |
| title_full | Real World Data Mining Applications edited by Mahmoud Abou-Nasr, Stefan Lessmann, Robert Stahlbock, Gary M. Weiss |
| title_fullStr | Real World Data Mining Applications edited by Mahmoud Abou-Nasr, Stefan Lessmann, Robert Stahlbock, Gary M. Weiss |
| title_full_unstemmed | Real World Data Mining Applications edited by Mahmoud Abou-Nasr, Stefan Lessmann, Robert Stahlbock, Gary M. Weiss |
| title_short | Real World Data Mining Applications |
| title_sort | real world data mining applications |
| url | https://doi.org/10.1007/978-3-319-07812-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027728102&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=027728102&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV022718881 |
| work_keys_str_mv | AT abounasrmahmoud realworlddataminingapplications AT lessmannstefan realworlddataminingapplications AT stahlbockrobert realworlddataminingapplications |