Information visualization in data mining and knowledge discovery:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
San Francisco u.a.
Morgan Kaufmann
2002
|
| Series: | The Morgan Kaufmann series in data management systems
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIII, 407 S. Ill., graph. Darst. |
| ISBN: | 1558606890 |
Staff View
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV014067631 | ||
| 003 | DE-604 | ||
| 005 | 20210610 | ||
| 007 | t | ||
| 008 | 011219s2002 ad|| |||| 00||| eng d | ||
| 020 | |a 1558606890 |9 1-55860-689-0 | ||
| 035 | |a (OCoLC)44933773 | ||
| 035 | |a (DE-599)BVBBV014067631 | ||
| 040 | |a DE-604 |b ger |e rakwb | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-384 |a DE-473 |a DE-91 |a DE-824 |a DE-11 |a DE-525 |a DE-706 |a DE-355 | ||
| 050 | 0 | |a QA76.9.D343 | |
| 050 | 0 | |a TK7882.I6 | |
| 082 | 0 | |a 006.3 |2 21 | |
| 082 | 0 | |a 005.741 |2 21 | |
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 084 | |a ST 304 |0 (DE-625)143653: |2 rvk | ||
| 084 | |a ST 320 |0 (DE-625)143657: |2 rvk | ||
| 084 | |a DAT 758f |2 stub | ||
| 245 | 1 | 0 | |a Information visualization in data mining and knowledge discovery |c ed. by Usama Fayyad ... |
| 264 | 1 | |a San Francisco u.a. |b Morgan Kaufmann |c 2002 | |
| 300 | |a XIII, 407 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a The Morgan Kaufmann series in data management systems | |
| 650 | 4 | |a Data Mining | |
| 650 | 7 | |a Data mining |2 gtt | |
| 650 | 7 | |a Kennisverwerving |2 gtt | |
| 650 | 7 | |a Presentatie |2 gtt | |
| 650 | 7 | |a Visuele informatie |2 gtt | |
| 650 | 4 | |a Data mining | |
| 650 | 4 | |a Information visualization | |
| 650 | 4 | |a Knowledge acquisition (Expert systems) | |
| 650 | 0 | 7 | |a Visualisierung |0 (DE-588)4188417-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Wissensextraktion |0 (DE-588)4546354-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Data Mining |0 (DE-588)4428654-5 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4143413-4 |a Aufsatzsammlung |2 gnd-content | |
| 655 | 7 | |0 (DE-588)4123623-3 |a Lehrbuch |2 gnd-content | |
| 689 | 0 | 0 | |a Data Mining |0 (DE-588)4428654-5 |D s |
| 689 | 0 | 1 | |a Visualisierung |0 (DE-588)4188417-6 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Wissensextraktion |0 (DE-588)4546354-2 |D s |
| 689 | 1 | 1 | |a Visualisierung |0 (DE-588)4188417-6 |D s |
| 689 | 1 | |5 DE-604 | |
| 700 | 1 | |a Fayyad, Usama |e Sonstige |4 oth | |
| 856 | 4 | 2 | |m Digitalisierung UB Regensburg |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009634319&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-009634319 | ||
Record in the Search Index
| _version_ | 1804128929695399936 |
|---|---|
| adam_text | Coeteets
Foreword from the Series Editor by Jim Gray
v
Foreword by Stephen G. Eick
vii
Color Plates following page
194
Introduction
1
Usama Fayyad and Georges G. Grinstein
Part I Data Visualization
1
Introduction to Data Visualization
21
Georges G. Grinstein and Matthew O. Ward
t
2
A Survey of Visualizations for High-Dimensional Data Mining
47
Patrick E. Hoffman and Georges G. Grinstein
3
Evaluation of Visualization Systems
83
Ronald M. Pickettand Georges G. Grinstein
4
The Data Visualization Environment
87
Mike Foster and Alexander G. Gee
5
Visualizing Massive Multivariate Time-Series Data
95
Dennis DeCoste
6
Portable Document Indexes
99
John Light
7
Character-Based Data Visualization for Data Mining
103
Michel
Pilote
and Madeleine Fillion
ix
Contents
Part
Π
KDD and Model Visualization
8
Visualization in the Knowledge Discovery Process
121
Ken Collier, Muralidhar
Mediai,
and Donald Sautter
9
What Can Visualization Do for Data Mining?
123
Andreas Wierse
10
Multidimensional Information Visualizations
for Data Mining
125
Patrick E. Hoffman and Georges G. Grinstein
11
Benchmark Development for the Evaluation
of Visualization for Data Mining
129
Georges G. Grinstein, Patrick E. Hoffman,
Ronald M. Pickett, and Sharon
].
Laskowski
12
Data Visualization for Decision Support Activities
177
Henry S. Gertzman
13
A Visualization-Driven Approach for Strategic
Knowledge Discovery
181
David Law Yuh Foong
14
A Visual Metaphor for Knowledge Discovery: An Integrated
Approach to Visualizing the Task, Data, and Results
191
Peter Docherty and Allan Beck
15
Visualizing Data Mining Models
205
Kurt Thearling, Barry Becker, Dennis DeCoste,
William D. Mawby, Michel
Pilote,
and Dan Sommerfleld
16
Model Visualization
223
Wesley Johnston
17
Issues in Time-Series and Categorical Data Exploration
229
Nancy
Grady,
Raymond Flanery, Jr., June
Donato,
and Jack Schryver
18
Visualizing the Simple Bayesian Classifier
237
Barry Becker, Ron Kohavi, and Dan Sommerfleld
Contents xi
19
Visualizing Data
Mining
Results with
Domain
Generalization Graphs
251
Robert
J.
Uilderman, Liangchun Li, and
Howard
J.
Hamilton
20
An Adaptive Interface Approach for
Real-Time
Data Exploration
271
Martin R. Stytz and Sheila B. Banks
Part III Integrating KDD and Visualization in Exploration Environments
21
Discovering New Relationships: A Brief Overview
of Data Mining and Knowledge Discovery
277
Philip J.Rhodes
22
A Taxonomy for Integrating Data Mining and
Data Visualization
291
Thomas H.
Hinke
and Timothy S. Newman
23
Integrating Data Mining and Visualization Processes
299
Nancy
Grady,
Loretta
Auvil, Allan Beck, Peter R. Bono,
and
Claudio
J.
Meneses
24
Multidimensional Education: Visual and Algorithmic
Data Mining Domains and Symbiosis
305
TedW.Mihalisin
25
Robust Beta Mining
309
R. Douglas Martin and Tim Simin
26
Use of the Manifold Concept in Model Visualization
313
William D. Mawby
27
Data Warfare and Multidimensional Education
315
TedW.Mihalisin
28
Document Mining and Visualization
345
Alexander G. Gee and John Light
29
Research Issues in the Analysis and Visualization
of Massive Data Sets
355
Claudio
J
.
Meneses
and Georges
G. Grinstein
xii Contents
30
Toward
Smarter
Databases: A Case-Building Toolkit
361
Marc Ringuette
31
The NASD Regulation Advanced Detection System:
Integrating Data Mining and Visualization for Break
Detection in the NASDAQ Stock Market
363
Ted E. Senator, Henry G. Goldberg, Ping Shyr,
Scott Bennett, Steve Donoho, and Craig Lovell
Index
373
About the Authors
391
|
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV014067631 |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.9.D343 TK7882.I6 |
| callnumber-search | QA76.9.D343 TK7882.I6 |
| callnumber-sort | QA 276.9 D343 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 300 ST 304 ST 320 |
| classification_tum | DAT 758f |
| ctrlnum | (OCoLC)44933773 (DE-599)BVBBV014067631 |
| dewey-full | 006.3 005.741 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods 005 - Computer programming, programs, data, security |
| dewey-raw | 006.3 005.741 |
| dewey-search | 006.3 005.741 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02288nam a2200601 c 4500</leader><controlfield tag="001">BV014067631</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20210610 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">011219s2002 ad|| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1558606890</subfield><subfield code="9">1-55860-689-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)44933773</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV014067631</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-384</subfield><subfield code="a">DE-473</subfield><subfield code="a">DE-91</subfield><subfield code="a">DE-824</subfield><subfield code="a">DE-11</subfield><subfield code="a">DE-525</subfield><subfield code="a">DE-706</subfield><subfield code="a">DE-355</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">QA76.9.D343</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">TK7882.I6</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3</subfield><subfield code="2">21</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">005.741</subfield><subfield code="2">21</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 300</subfield><subfield code="0">(DE-625)143650:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 304</subfield><subfield code="0">(DE-625)143653:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 320</subfield><subfield code="0">(DE-625)143657:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">DAT 758f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Information visualization in data mining and knowledge discovery</subfield><subfield code="c">ed. by Usama Fayyad ...</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">San Francisco u.a.</subfield><subfield code="b">Morgan Kaufmann</subfield><subfield code="c">2002</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XIII, 407 S.</subfield><subfield code="b">Ill., graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">The Morgan Kaufmann series in data management systems</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Data Mining</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Data mining</subfield><subfield code="2">gtt</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Kennisverwerving</subfield><subfield code="2">gtt</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Presentatie</subfield><subfield code="2">gtt</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Visuele informatie</subfield><subfield code="2">gtt</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Data mining</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Information visualization</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Knowledge acquisition (Expert systems)</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Visualisierung</subfield><subfield code="0">(DE-588)4188417-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Wissensextraktion</subfield><subfield code="0">(DE-588)4546354-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)4143413-4</subfield><subfield code="a">Aufsatzsammlung</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)4123623-3</subfield><subfield code="a">Lehrbuch</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Visualisierung</subfield><subfield code="0">(DE-588)4188417-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Wissensextraktion</subfield><subfield code="0">(DE-588)4546354-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Visualisierung</subfield><subfield code="0">(DE-588)4188417-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Fayyad, Usama</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Regensburg</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009634319&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-009634319</subfield></datafield></record></collection> |
| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content (DE-588)4123623-3 Lehrbuch gnd-content |
| genre_facet | Aufsatzsammlung Lehrbuch |
| id | DE-604.BV014067631 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:57:03Z |
| institution | BVB |
| isbn | 1558606890 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009634319 |
| oclc_num | 44933773 |
| open_access_boolean | |
| owner | DE-384 DE-473 DE-BY-UBG DE-91 DE-BY-TUM DE-824 DE-11 DE-525 DE-706 DE-355 DE-BY-UBR |
| owner_facet | DE-384 DE-473 DE-BY-UBG DE-91 DE-BY-TUM DE-824 DE-11 DE-525 DE-706 DE-355 DE-BY-UBR |
| physical | XIII, 407 S. Ill., graph. Darst. |
| publishDate | 2002 |
| publishDateSearch | 2002 |
| publishDateSort | 2002 |
| publisher | Morgan Kaufmann |
| record_format | marc |
| series2 | The Morgan Kaufmann series in data management systems |
| spelling | Information visualization in data mining and knowledge discovery ed. by Usama Fayyad ... San Francisco u.a. Morgan Kaufmann 2002 XIII, 407 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier The Morgan Kaufmann series in data management systems Data Mining Data mining gtt Kennisverwerving gtt Presentatie gtt Visuele informatie gtt Data mining Information visualization Knowledge acquisition (Expert systems) Visualisierung (DE-588)4188417-6 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content (DE-588)4123623-3 Lehrbuch gnd-content Data Mining (DE-588)4428654-5 s Visualisierung (DE-588)4188417-6 s DE-604 Wissensextraktion (DE-588)4546354-2 s Fayyad, Usama Sonstige oth Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009634319&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Information visualization in data mining and knowledge discovery Data Mining Data mining gtt Kennisverwerving gtt Presentatie gtt Visuele informatie gtt Data mining Information visualization Knowledge acquisition (Expert systems) Visualisierung (DE-588)4188417-6 gnd Wissensextraktion (DE-588)4546354-2 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4188417-6 (DE-588)4546354-2 (DE-588)4428654-5 (DE-588)4143413-4 (DE-588)4123623-3 |
| title | Information visualization in data mining and knowledge discovery |
| title_auth | Information visualization in data mining and knowledge discovery |
| title_exact_search | Information visualization in data mining and knowledge discovery |
| title_full | Information visualization in data mining and knowledge discovery ed. by Usama Fayyad ... |
| title_fullStr | Information visualization in data mining and knowledge discovery ed. by Usama Fayyad ... |
| title_full_unstemmed | Information visualization in data mining and knowledge discovery ed. by Usama Fayyad ... |
| title_short | Information visualization in data mining and knowledge discovery |
| title_sort | information visualization in data mining and knowledge discovery |
| topic | Data Mining Data mining gtt Kennisverwerving gtt Presentatie gtt Visuele informatie gtt Data mining Information visualization Knowledge acquisition (Expert systems) Visualisierung (DE-588)4188417-6 gnd Wissensextraktion (DE-588)4546354-2 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Data Mining Data mining Kennisverwerving Presentatie Visuele informatie Information visualization Knowledge acquisition (Expert systems) Visualisierung Wissensextraktion Aufsatzsammlung Lehrbuch |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009634319&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT fayyadusama informationvisualizationindataminingandknowledgediscovery |