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of operators, Fourier transforms, Kaluza-Klein theory, contravariance, velocity, Schrodinger equation, Lorenz transformation, Heisenberg's uncertainty principles, spacekime analytics, linear modelling using tensors, inferential uncertainty, and information theoretic versus data science formulations.
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book covers a wide range of topics including motivation for doing data science, characteristics of big datasets, artificial intelligence concepts and tools, neuroimaging genetics, climate change, problems with time, definition of Kime, economic forecasting, wave functions, definition and properties
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The article
Methodological challenges and analytic opportunities for modeling and interpreting big healthcare data identified multiple scientific gaps and proposed novel modeling methods for complex healthcare data including heterogeneous imaging, genetic, clinical and phenotypic data
424:, where he has been serving in multiple academic leadership roles, including department chair, associate director of the Michigan Institute for Data Science, and chair of various University of Michigan faculty senate committees.
342:. He is a co-developer of the 5D spacekime model, a new technique for complex time (kime) representation, modeling, and analysis of repeated measurement longitudinal processes. Dinov is the author of the
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Between 2001 and 2013, Dinov was a faculty in the departments of statistics and neurology at UCLA. In 2002, he founded the
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390:. His doctoral dissertation was on "Mathematical and statistical techniques for modeling and analysis of medical data".
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to a Big Ten
Division title and was recognized as the "2022 Big Ten Division Men's Water Polo Coach of the Year".
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and its editions in various digital, paperback, and hardcover formats have been read by over six million readers.
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and Fred
William Huffer, Dinov completed his MS in statistics and PhD in mathematics degrees at the
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In 1991, Dinov completed his undergraduate study in mathematics and informatics from
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697:"Mathematical and statistical techniques for modeling and analysis of medical data"
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The Data
Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics
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Data
Science and Predictive Analytics: Biomedical and Health Applications Using R
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Data
Science and Predictive Analytics: Biomedical and Health Applications Using R
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346:(DSPA) book and has published significantly on a wide range of topics, including
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Mathematical and statistical techniques for modeling and analysis of medical data
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Data
Science - Time Complexity, Inferential Uncertainty, and Spacekime Analytics
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In 2022, as coach of the
University of Michigan Men's Water Polo, Dinov led the
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Data
Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics
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Dinov is an active member in several professional societies, including the
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1020:. The Springer Series in Applied Machine Learning. Springer.
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Some of Dinov's selected publications include the following:
724:"UCLA T32 Training Program in Neuroimaging (MH019950)"
354:, data science, neuroscience, applied statistics, and
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International Association for Statistical Education
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443:(APS), and an honorary member (fellow) of the
1318:University of California, Los Angeles faculty
403:Institutional National Research Service Award
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420:In 2013, Dinov joined the faculty at the
106:Learn how and when to remove this message
1328:Michigan Technological University alumni
415:Statistics Online Computational Resource
885:"Sigma Theta Tau International Society"
641:"Bochner Integrals and Vector Measures"
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451:(AAAS). He is an elected member of the
540:"Henry P. Tappan Collegiate Professor"
42:Please improve this article by adding
811:University of California, Los Angeles
469:Data Science and Predictive Analytics
445:Sigma Theta Tau International Society
399:University of California, Los Angeles
344:Data Science and Predictive Analytics
267:University of California, Los Angeles
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1243:"2022 Big-10 Collegiate Water Polo"
751:"EDUCATION: Statistics Starter Kit"
453:International Statistical Institute
118:Bulgarian–American academic scholar
958:"Dinov's Michigan Experts Profile"
618:"Dinov's Michigan Experts Profile"
356:generative artificial intelligence
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1099:Dinov, Ivo; Velev, Milen (2021).
561:Dinov, Ivo; Velev, Milen (2021).
380:Michigan Technological University
202:Michigan Technological University
429:American Statistical Association
20:
1323:Florida State University alumni
937:"Dinov's GoogleScholar Profile"
597:"Dinov's GoogleScholar Profile"
1313:University of Michigan faculty
1134:Shanmugam, Ramalingam (2022).
767:10.1126/science.302.5651.1635c
1:
1298:Mathematics Genealogy Project
1152:10.1080/00949655.2022.2096228
567:. Boston/Berlin: De Gruyter.
437:American Mathematical Society
44:secondary or tertiary sources
338:collegiate professor at the
332:computational neuroscientist
1217:"Michigan Men's Water Polo"
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1338:Mathematical statisticians
1105:. De Gruyter STEM Series.
865:. umich.edu. 17 March 2020
518:"ORCID Profile: Ivo Dinov"
393:Subsequently, Dinov was a
1252:. collegiatewaterpolo.org
1184:10.1186/s13742-016-0117-6
1069:10.1007/978-3-319-72347-1
1026:10.1007/978-3-031-17483-4
991:10.1007/978-3-319-72347-1
472:book, which has received
441:American Physical Society
328:mathematical statistician
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1284:Michigan Experts Profile
1277:publications indexed by
653:10.37099/mtu.dc.etdr/919
388:Florida State University
352:computational statistics
188:Florida State University
1333:Sofia University alumni
674:"Mathematics Genealogy"
474:multiple expert reviews
249:artificial intelligence
1294:Dinov's Math Genealogy
1221:University of Michigan
1057:Dinov, Ivo D. (2018).
915:University of Michigan
863:University of Michigan
837:University of Michigan
785:University of Michigan
749:Leslie, Mitch (2022).
422:University of Michigan
340:University of Michigan
330:, data scientist, and
262:University of Michigan
31:relies excessively on
1250:Collegiate Water Polo
1111:10.1515/9783110697827
573:10.1515/9783110697827
348:mathematical modeling
316:Ivaylo (Ivo) D. Dinov
695:Dinov, I.D. (1998).
639:Dinov, I.D. (1993).
1165:Dinov, Ivo (2016).
1014:Dinov, Ivo (2023).
979:Dinov, Ivo (2018).
859:"UM Faculty Senate"
498:Michigan Wolverines
395:postdoctoral fellow
336:Henry Philip Tappan
304:Fred William Huffer
891:. sigmanursing.org
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1289:SOCR Profile
1275:Ivo D. Dinov
1254:. Retrieved
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1225:. Retrieved
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1353:1968 births
1223:. umich.edu
1171:GigaScience
960:. umich.edu
917:. umich.edu
839:. umich.edu
807:"SOCR Team"
787:. umich.edu
676:. nodak.edu
647:. mtu.edu.
620:. umich.edu
542:. umich.edu
520:. orcid.org
382:Advised by
241:mathematics
167:Nationality
96:August 2024
1307:Categories
1177:(12): 12.
833:"MIDAS AD"
813:. ucla.edu
722:Toga, AW.
237:statistics
66:newspapers
33:references
1044:256875731
730:. nih.gov
504:Citations
487:elements.
362:Education
320:Bulgarian
181:Education
171:Bulgarian
1203:26918190
734:1 August
435:(IASE),
417:(SOCR).
372:Bulgaria
175:American
160:Bulgaria
1296:at the
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1227:30 July
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233:Fields
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1246:(PDF)
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156:Sofia
87:JSTOR
73:books
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1229:2024
1199:PMID
1115:ISBN
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1073:ISBN
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577:ISBN
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447:and
152:1968
145:Born
59:news
1189:PMC
1179:doi
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Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.
