SOCR News SpacekimeAnalytics Fall2019 - Revision history

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Dinov: Created page with "== SOCR News & Events: ''Longitudinal Spacekime Analytics: Time Complexity & Inferential Uncertainty'' == ==Logistics== Image:SOCR_Hat_2019.png|150px|thum..."

2019-08-28T15:15:45Z

Created page with "== SOCR News & Events: ''Longitudinal Spacekime Analytics: Time Complexity & Inferential Uncertainty'' == ==Logistics== Image:SOCR_Hat_2019.png|150px|thum..."

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== [[SOCR_News | SOCR News & Events]]: ''Longitudinal Spacekime Analytics: Time Complexity & Inferential Uncertainty'' ==

==Logistics==
[[Image:SOCR_Hat_2019.png|150px|thumbnail|right| [http://socr.umich.edu SOCR Resource] ]]
* '''School of Public Health''': [https://sph.umich.edu/biostat/events.php Biostatistics Seminar]
* '''Date/Times''': Thursday, September 26, 2019, 3:30 PM.
* '''Place/Time''': [https://maps.studentlife.umich.edu/building/henry-frieze-vaughan-public-health-building 3755 SPH-I], University of Michigan, Ann Arbor.
* '''Presenter''': [http://www.socr.umich.edu/people/dinov/ Ivo Dinov]
* '''Flyer''': [http://wiki.socr.umich.edu/images/0/06/Dinov_SPH_Biostats_Spacekime_TalkFlyer_092619.pdf Seminar Flyer]

==Title==
''Longitudinal Spacekime Analytics: Time Complexity & Inferential Uncertainty''

==Abstract==
As Big biomedical and health data becomes more ubiquitous, the corresponding analytical challenges require novel techniques for data management, aggregation, harmonization, processing, and analytics. This talk will present a new technique for modeling high-dimensional and time-varying data. The Longitudinal Spacekime Analytics approach relies on extending the notions of time and event to complex-time (kime) and complex-event (kevent). We will illustrate how the kime-order (time) and kime-direction (phase) affect the subsequent predictive analytics and the induced scientific inference. We will present some of the mathematical foundations and reveal various statistical implications including inferential uncertainty and Bayesian formulation of spacekime analytics. Simulated data, clinical observations (e.g., fMRI, UK Biobank), and air quality data will be used to demonstrate applications of spacekime analytics.

==Slidedeck==
[http://socr.umich.edu/docs/uploads/2019/Dinov_TCIU_SpaceKime_2019_SPH_UM.pdf Presentation Slides (PDF)].

== SOCR Resources==
* [[SOCR_News | SOCR News & Events]]
* [http://www.socr.umich.edu/html/SOCR_UserGoogleMap.html SOCR Global Users]
* [http://socr.umich.edu/html/Navigators.html SOCR Navigators]
* [[SOCR_Data | SOCR Datasets and Challenging Case-studies]]
* [[SOCR_Books|Electronic Textbooks]]:
** [[EBook| Probability and Statistics EBook]]
** [[SMHS | Scientific Methods for Health Sciences]]
** [http://dspa.predictive.space Data Science and Predictive Analytics]

==SOCR Demos==
* [http://socr.umich.edu/HTML5/ General SOCR Webapps]
* [http://socr.umich.edu/HTML5/BrainViewer/ SOCR BrainViewer]
* [http://socr.umich.edu/HTML5/SOCR_TensorBoard_UKBB/ Hands-on interactive visualization of extremely high-dimensional data (learning module and webapp)]
** [http://socr.umich.edu/HTML5/SOCR_TensorBoard_UKBB/UsersData.html Country Ranking study]
** [http://socr.umich.edu/CSCD/html/Cores/Macore2/CSCD_SOCR_Diabetes_CaseStudy/ Diabetes Case-Study]

<hr>

==References==
* [http://spacekime.org Spacekime Analytics]
* [[SOCR]] is sponsored in part by NIH Grants [http://projectreporter.nih.gov/project_info_details.cfm?aid=8975330&icde=25689118 P30 DK089503], [http://projectreporter.nih.gov/project_info_description.cfm?aid=8821268&icde=22205726 P20 NR015331], [http://projectreporter.nih.gov/project_info_description.cfm?aid=8907508&icde=22205754 U54 EB020406], [http://projectreporter.nih.gov/project_info_description.cfm?aid=8882615&icde=22023333 P50 NS091856], [https://projectreporter.nih.gov/project_info_description.cfm?aid=9172096&icde=30598205 P30AG053760], as well as, NSF Grants [http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1734853 1734853] and [http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1636840 1636840].
* SOCR Home page: http://www.socr.umich.edu

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@@ Line 39: / Line 39: @@
 ==References==
 * [http://spacekime.org Spacekime Analytics]
-* Special thanks to Yongkai Qiu, Yufei Yang, and Zhe Yin for their substantial efforts in developing, packaging, documenting, and validating the [https://github.com/SOCR/TCIU TCIU R source code].
+* Special thanks to Yongkai Qiu, Yufei Yang, Zhe Yin, and Jinwen Cao for their substantial efforts in developing, packaging, documenting, and validating the [https://github.com/SOCR/TCIU TCIU R source code].
 * [[SOCR]] is sponsored in part by NIH Grants [http://projectreporter.nih.gov/project_info_details.cfm?aid=8975330&icde=25689118 P30 DK089503], [http://projectreporter.nih.gov/project_info_description.cfm?aid=8821268&icde=22205726 P20 NR015331], [http://projectreporter.nih.gov/project_info_description.cfm?aid=8907508&icde=22205754 U54 EB020406], [http://projectreporter.nih.gov/project_info_description.cfm?aid=8882615&icde=22023333 P50 NS091856], [https://projectreporter.nih.gov/project_info_description.cfm?aid=9491961&icde=39078316 UL1TR002240], [https://projectreporter.nih.gov/project_info_description.cfm?aid=9816658 R01CA233487], as well as, NSF Grants [http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1916425 1916425], [http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1734853 1734853] and [http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1636840 1636840].
 * SOCR Home page: http://www.socr.umich.edu

@@ Line 4: / Line 4: @@
 [[Image:SOCR_Hat_2019.png|150px|thumbnail|right| [http://socr.umich.edu SOCR Resource] ]]
 * '''School of Public Health''': [https://sph.umich.edu/biostat/events.php Biostatistics Seminar]
-* '''Date/Times''': Thursday, September 26, 2019, 3:30 PM.
+* '''Date/Times''': Thursday, September 26, 2019, 3:30 PM
-* '''Place/Time''': [https://maps.studentlife.umich.edu/building/henry-frieze-vaughan-public-health-building 3755 SPH-I], University of Michigan, Ann Arbor.
+* '''Place/Time''': [https://maps.studentlife.umich.edu/building/henry-frieze-vaughan-public-health-building 3755 SPH-I], University of Michigan, Ann Arbor
-* '''Presenter''': [http://www.socr.umich.edu/people/dinov/ Ivo Dinov], joint work with [ Milen Velev]
+* '''Presenter''': [http://www.socr.umich.edu/people/dinov/ Ivo Dinov], joint work with [http://www.socr.umich.edu/people/Milen_Velev.html Milen Velev]
 * '''Flyer''': [http://wiki.socr.umich.edu/images/0/06/Dinov_SPH_Biostats_Spacekime_TalkFlyer_092619.pdf Seminar Flyer]