Interactive knowledge discovery and data mining in biomedical informatics: state-of-the-art and future challenges
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Heidelberg [u.a.]
Springer
2014
|
| Schriftenreihe: | Lecture notes in computer science
8401 : State-of-the-art survey |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XX, 356 S. 235 mm x 155 mm |
| ISBN: | 3662439670 9783662439678 |
Internformat
MARC
| LEADER | 00000nam a22000008cb4500 | ||
|---|---|---|---|
| 001 | BV041966738 | ||
| 003 | DE-604 | ||
| 005 | 20140723 | ||
| 007 | t | ||
| 008 | 140710s2014 gw |||| 00||| eng d | ||
| 015 | |a 14,N24 |2 dnb | ||
| 016 | 7 | |a 1051866855 |2 DE-101 | |
| 020 | |a 3662439670 |9 3-662-43967-0 | ||
| 020 | |a 9783662439678 |c Pb. : ca. EUR 59.92 (DE) (freier Pr.), ca. EUR 61.60 (AT) (freier Pr.), ca. sfr 75.00 (freier Pr.) |9 978-3-662-43967-8 | ||
| 024 | 3 | |a 9783662439678 | |
| 028 | 5 | 2 | |a Best.-Nr.: 86373587 |
| 035 | |a (OCoLC)881388642 | ||
| 035 | |a (DE-599)DNB1051866855 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c XA-DE-BE | ||
| 049 | |a DE-91G |a DE-83 |a DE-11 | ||
| 082 | 0 | |a 006.312 |2 22/ger | |
| 084 | |a SS 4800 |0 (DE-625)143528: |2 rvk | ||
| 084 | |a 004 |2 sdnb | ||
| 245 | 1 | 0 | |a Interactive knowledge discovery and data mining in biomedical informatics |b state-of-the-art and future challenges |c Andreas Holzinger ... (eds.) |
| 263 | |a 201407 | ||
| 264 | 1 | |a Heidelberg [u.a.] |b Springer |c 2014 | |
| 300 | |a XX, 356 S. |c 235 mm x 155 mm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Lecture notes in computer science |v 8401 : State-of-the-art survey | |
| 650 | 0 | 7 | |a Data Mining |0 (DE-588)4428654-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Wissensextraktion |0 (DE-588)4546354-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Biomedizin |0 (DE-588)4647152-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Medizinische Informatik |0 (DE-588)4038261-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Mensch-Maschine-Kommunikation |0 (DE-588)4125909-9 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4143413-4 |a Aufsatzsammlung |2 gnd-content | |
| 689 | 0 | 0 | |a Medizinische Informatik |0 (DE-588)4038261-8 |D s |
| 689 | 0 | 1 | |a Biomedizin |0 (DE-588)4647152-2 |D s |
| 689 | 0 | 2 | |a Data Mining |0 (DE-588)4428654-5 |D s |
| 689 | 0 | 3 | |a Wissensextraktion |0 (DE-588)4546354-2 |D s |
| 689 | 0 | 4 | |a Mensch-Maschine-Kommunikation |0 (DE-588)4125909-9 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Holzinger, Andreas |d 1969- |0 (DE-588)132680548 |4 edt | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-3-662-43968-5 |
| 830 | 0 | |a Lecture notes in computer science |v 8401 : State-of-the-art survey |w (DE-604)BV000000607 |9 8401 | |
| 856 | 4 | 2 | |m X:MVB |q text/html |u http://deposit.dnb.de/cgi-bin/dokserv?id=4683773&prov=M&dok_var=1&dok_ext=htm |3 Inhaltstext |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027409465&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-027409465 | |
Datensatz im Suchindex
| _version_ | 1809769992663597056 |
|---|---|
| adam_text |
TABLE OF CONTENTS
KNOWLEDGE DISCOVERY AND DATA MINING IN BIOMEDICAL INFORMATICS:
THE FUTURE IS IN INTEGRATIVE, INTERACTIVE MACHINE LEARNING SOLUTIONS .
1
ANDREAS HOLZINGER AND IGOR JURISICA
VISUAL DATA MINING: EFFECTIVE EXPLORATION OF THE BIOLOGICAL UNIVERSE .
19
DAVID OTASEK, CHIARA PASTRELLO, ANDREAS HOLZINGER, AND IGOR JURISICA
DARWIN OR LAMARCK? FUTURE CHALLENGES IN EVOLUTIONARY ALGORITHMS FOR
KNOWLEDGE DISCOVERY AND DATA MINING 35
KATHARINA HOLZINGER, VASILE PALADE, RAUL RABADAN, AND
ANDREAS HOLZINGER
ON THE GENERATION OF POINT CLOUD DATA SETS: STEP ONE IN THE
KNOWLEDGE DISCOVERY PROCESS 57
ANDREAS HOLZINGER, BERND MALLE, MARCUS BLOICE, MARCO WILTGEN,
MASSIMO FERRI, IGNAZIO STANGANELLI, AND RAINER HOFMANN- WELLENHOF
ADAPTED FEATURES AND INSTANCE SELECTION FOR IMPROVING CO-TRAINING .
-81
GILAD KATZ, ASAF SHABTAI, AND LIOR ROKACH
KNOWLEDGE DISCOVERY AND VISUALIZATION OF CLUSTERS FOR ERYTHROMYCIN
RELATED ADVERSE EVENTS IN THE FDA DRUG ADVERSE EVENT REPORTING
SYSTEM 101
PINAR YILDIRIM, MARCUS BLOICE, AND ANDREAS HOLZINGER
ON COMPUTATIONALLY-ENHANCED VISUAL ANALYSIS OF HETEROGENEOUS DATA
AND ITS APPLICATION IN BIOMEDICAL INFORMATICS 117
CAGATAY TURKAY, FLEUR JEANQUARTIER, ANDREAS HOLZINGER, AND
HELWIG HAUSER
A POLICY-BASED CLEANSING AND INTEGRATION FRAMEWORK FOR LABOUR AND
HEALTHCARE DATA 141
ROBERTO BOSELLI, MIRKO CESARINI, FABIO MERCORIO, AND
MARIO MEZZANZANICA
INTERACTIVE DATA EXPLORATION USING PATTERN MINING 169
MATTHIJS VAN LEEUWEN
RESOURCES FOR STUDYING STATISTICAL ANALYSIS OF BIOMEDICAL DATA
AND R 183
MEI KOBAYASHI
HTTP://D-NB.INFO/1051866855
XX TABLE OF CONTENTS
A KERNEL-BASED FRAMEWORK FOR MEDICAL BIG-DATA ANALYTICS 197
DAVID WINDRIDGE AND MIROSLAW BOBER
ON ENTROPY-BASED DATA MINING 209
ANDREAS HOLZINGER, MATTHIAS HORTENHUBER, CHRISTOPHER MAYER,
MARTIN BACHLER, SIEGFRIED WASSERTHEURER, ARMANDO J. PINHO, AND
DAVID KOSLICKI
SPARSE INVERSE COVARIANCE ESTIMATION FOR GRAPH REPRESENTATION OF
FEATURE STRUCTURE . 227
SANGKYUN LEE
MULTI-TOUCH GRAPH-BASED INTERACTION FOR KNOWLEDGE DISCOVERY ON
MOBILE DEVICES: STATE-OF-THE-ART AND FUTURE CHALLENGES 241
ANDREAS HOLZINGER, BERNHARD OFNER, AND MATTHIAS DEHMER
INTELLIGENT INTEGRATIVE KNOWLEDGE BASES: BRIDGING GENOMICS, INTEGRATIVE
BIOLOGY AND TRANSLATIONAL MEDICINE 255
HOAN NGUYEN, JULIE D. THOMPSON, PATRICK SCHUTZ, AND OLIVIER POCH
BIOMEDICAL TEXT MINING: STATE-OF-THE-ART, OPEN PROBLEMS AND FUTURE
CHALLENGES 271
ANDREAS HOLZINGER, JOHANNES SCHANTL, MIRIAM SCHROETTNER,
CHRISTIN SEIFERT, AND KARIN VERSPOOR
PROTECTING ANONYMITY IN DATA-DRIVEN BIOMEDICAL SCIENCE 301
PETER KIESEBERG, HEIDELINDE HOBEL, SEBASTIAN SCHRITTWIESER,
EDGAR WEIPPL, AND ANDREAS HOLZINGER
BIOBANKS - A SOURCE OF LARGE BIOLOGICAL DATA SETS: OPEN PROBLEMS
AND FUTURE CHALLENGES 317
BERTHOLD HUPPERTZ AND ANDREAS HOLZINGER
ON TOPOLOGICAL DATA MINING 331
ANDREAS HOLZINGER
AUTHOR INDEX 357 |
| any_adam_object | 1 |
| author2 | Holzinger, Andreas 1969- |
| author2_role | edt |
| author2_variant | a h ah |
| author_GND | (DE-588)132680548 |
| author_facet | Holzinger, Andreas 1969- |
| building | Verbundindex |
| bvnumber | BV041966738 |
| classification_rvk | SS 4800 |
| ctrlnum | (OCoLC)881388642 (DE-599)DNB1051866855 |
| dewey-full | 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.312 |
| dewey-search | 006.312 |
| dewey-sort | 16.312 |
| 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>00000nam a22000008cb4500</leader><controlfield tag="001">BV041966738</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20140723</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">140710s2014 gw |||| 00||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">14,N24</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">1051866855</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">3662439670</subfield><subfield code="9">3-662-43967-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783662439678</subfield><subfield code="c">Pb. : ca. EUR 59.92 (DE) (freier Pr.), ca. EUR 61.60 (AT) (freier Pr.), ca. sfr 75.00 (freier Pr.)</subfield><subfield code="9">978-3-662-43967-8</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783662439678</subfield></datafield><datafield tag="028" ind1="5" ind2="2"><subfield code="a">Best.-Nr.: 86373587</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)881388642</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB1051866855</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">XA-DE-BE</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91G</subfield><subfield code="a">DE-83</subfield><subfield code="a">DE-11</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.312</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SS 4800</subfield><subfield code="0">(DE-625)143528:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">004</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Interactive knowledge discovery and data mining in biomedical informatics</subfield><subfield code="b">state-of-the-art and future challenges</subfield><subfield code="c">Andreas Holzinger ... (eds.)</subfield></datafield><datafield tag="263" ind1=" " ind2=" "><subfield code="a">201407</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Heidelberg [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2014</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XX, 356 S.</subfield><subfield code="c">235 mm x 155 mm</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="1" ind2=" "><subfield code="a">Lecture notes in computer science</subfield><subfield code="v">8401 : State-of-the-art survey</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="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">Biomedizin</subfield><subfield code="0">(DE-588)4647152-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Medizinische Informatik</subfield><subfield code="0">(DE-588)4038261-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Mensch-Maschine-Kommunikation</subfield><subfield code="0">(DE-588)4125909-9</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="689" ind1="0" ind2="0"><subfield code="a">Medizinische Informatik</subfield><subfield code="0">(DE-588)4038261-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Biomedizin</subfield><subfield code="0">(DE-588)4647152-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><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="3"><subfield code="a">Wissensextraktion</subfield><subfield code="0">(DE-588)4546354-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="4"><subfield code="a">Mensch-Maschine-Kommunikation</subfield><subfield code="0">(DE-588)4125909-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Holzinger, Andreas</subfield><subfield code="d">1969-</subfield><subfield code="0">(DE-588)132680548</subfield><subfield code="4">edt</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe</subfield><subfield code="z">978-3-662-43968-5</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Lecture notes in computer science</subfield><subfield code="v">8401 : State-of-the-art survey</subfield><subfield code="w">(DE-604)BV000000607</subfield><subfield code="9">8401</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">X:MVB</subfield><subfield code="q">text/html</subfield><subfield code="u">http://deposit.dnb.de/cgi-bin/dokserv?id=4683773&prov=M&dok_var=1&dok_ext=htm</subfield><subfield code="3">Inhaltstext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">DNB Datenaustausch</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=027409465&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027409465</subfield></datafield></record></collection> |
| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV041966738 |
| illustrated | Not Illustrated |
| indexdate | 2024-09-10T01:19:18Z |
| institution | BVB |
| isbn | 3662439670 9783662439678 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027409465 |
| oclc_num | 881388642 |
| open_access_boolean | |
| owner | DE-91G DE-BY-TUM DE-83 DE-11 |
| owner_facet | DE-91G DE-BY-TUM DE-83 DE-11 |
| physical | XX, 356 S. 235 mm x 155 mm |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Interactive knowledge discovery and data mining in biomedical informatics state-of-the-art and future challenges Andreas Holzinger ... (eds.) 201407 Heidelberg [u.a.] Springer 2014 XX, 356 S. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 8401 : State-of-the-art survey Data Mining (DE-588)4428654-5 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Biomedizin (DE-588)4647152-2 gnd rswk-swf Medizinische Informatik (DE-588)4038261-8 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Medizinische Informatik (DE-588)4038261-8 s Biomedizin (DE-588)4647152-2 s Data Mining (DE-588)4428654-5 s Wissensextraktion (DE-588)4546354-2 s Mensch-Maschine-Kommunikation (DE-588)4125909-9 s DE-604 Holzinger, Andreas 1969- (DE-588)132680548 edt Erscheint auch als Online-Ausgabe 978-3-662-43968-5 Lecture notes in computer science 8401 : State-of-the-art survey (DE-604)BV000000607 8401 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4683773&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027409465&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Interactive knowledge discovery and data mining in biomedical informatics state-of-the-art and future challenges Lecture notes in computer science Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd Biomedizin (DE-588)4647152-2 gnd Medizinische Informatik (DE-588)4038261-8 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4546354-2 (DE-588)4647152-2 (DE-588)4038261-8 (DE-588)4125909-9 (DE-588)4143413-4 |
| title | Interactive knowledge discovery and data mining in biomedical informatics state-of-the-art and future challenges |
| title_auth | Interactive knowledge discovery and data mining in biomedical informatics state-of-the-art and future challenges |
| title_exact_search | Interactive knowledge discovery and data mining in biomedical informatics state-of-the-art and future challenges |
| title_full | Interactive knowledge discovery and data mining in biomedical informatics state-of-the-art and future challenges Andreas Holzinger ... (eds.) |
| title_fullStr | Interactive knowledge discovery and data mining in biomedical informatics state-of-the-art and future challenges Andreas Holzinger ... (eds.) |
| title_full_unstemmed | Interactive knowledge discovery and data mining in biomedical informatics state-of-the-art and future challenges Andreas Holzinger ... (eds.) |
| title_short | Interactive knowledge discovery and data mining in biomedical informatics |
| title_sort | interactive knowledge discovery and data mining in biomedical informatics state of the art and future challenges |
| title_sub | state-of-the-art and future challenges |
| topic | Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd Biomedizin (DE-588)4647152-2 gnd Medizinische Informatik (DE-588)4038261-8 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| topic_facet | Data Mining Wissensextraktion Biomedizin Medizinische Informatik Mensch-Maschine-Kommunikation Aufsatzsammlung |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4683773&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027409465&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT holzingerandreas interactiveknowledgediscoveryanddatamininginbiomedicalinformaticsstateoftheartandfuturechallenges |