Data Mining
Data Fusion
Kathy Chiang
IATUL
June 2010
http://www.ursyn.com/twod/pages/Data%20Mining.htm
Los Angeles Harbor
--google maps
Data Mining
Data Fusion
Schematic representation of the results of comparative genomics-based data mining and maximum likelihood phylogenetic
inferences for each gene. The magenta and green circles denote the presence of genes belonging to the orthologous gene groups
in which 3R-WGD-derived duplicates were detected. Gray circles indicate the presence of singleton genes. Open circles denote loci
that were specifically duplicated within the species. Question marks indicate the presence of partial gene sequences that are
phylogenetically unsorted. Stars denote those gene groups involved in more than one network. Abbreviations: LPT, long-term
potentiation; TT, taste transduction; OT, olfactory transduction; TCA, tricarboxylic acid cycle; 3R-WGD, third-round whole genome
duplication.
Sato et al. BMC Evolutionary Biology 2009 9:127 doi:10.1186/1471-2148-9-127
Algorithms
http://www.nhtsa.gov/people/injury/research/pub/acas/acas-fieldtest/appendix_a.htm
“automatically or semiautomatically transforming
information from different
sources and different points in
time into a representation
that provides effective
support for human or
automated decision making”
Bostrom, H. On the Definition of
Information Fusion as a Field of Research
http://cvis.odeum.com/images/CVIS_CALM_copyrights.jpg
http://www.nyc.gov/html/dot/html/motorist/atis.shtml
http://www.tomtom.com/lib/doc/download/HDT_White_Paper.pdf
Temporal,
dynamic
http://www.macris.com/mp/dc/emr/
Integration from proteins to organs: the Physiome Project
Peter J. Hunter and Thomas K. Borg
Nature Reviews Molecular Cell Biology 4, 237-243 (March 2003)
doi:10.1038/nrm1017
Functional annotations of genes
Microarray expressions of gene activity
Expressed Sequence Tags
Protein domains
Protein protein interactions
Pathway membership
Transcriptional motifs
Sequence similarities
Expertise
Scales
Scales
DATA
Dynamic
Algorithms
Expertise
Libraries
Algorithms
http://www.wired.com/wiredscience/2009/09/googlefoodwebs/
www.streambase.com
Malaria Vaccine Initiative
http://www.iphandbook.org/handbook/ch17/p21/index_print.html
http://fodava.gatech.edu/
Transforming Raw Data into Valuable
Content
Endeca’s Information Transformation
Layer (ITL) provides content
acquisition and enrichment
capabilities to help you efficiently
combine information from any source
into a single integrated view and add
value on top of the raw data.
http://www.endeca.com/products-information-accessplatform-information-transformation-layer.htm
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This material is based upon work supported by the National Science Foundation under Grant
No. III-0712989.
Any opinions, findings, and conclusions or recommendations expressed in this material
are those of the author(s) and do not necessarily reflect the views of the National Science
Foundation.