Literature DB >> 30923735

Quant Data Science meets Dexterous Artistry.

Ivo D Dinov1.   

Abstract

Data Science is a bridge discipline connecting fundamental science, applied disciplines, and the arts. The demand for novel data science methods is well established. However, there is much less agreement on the core aspects of representation, modeling, and analytics that involve huge and heterogeneous datasets. The scientific community needs to build consensus about data science education and training curricula, including the necessary entry matriculation prerequisites and the expected learning competency outcomes needed to tackle complex big data challenges. To meet the rapidly increasing demand for effective evidence-based practice and data analytic methods, research teams, funding agencies, academic institutions, politicians, and industry leaders should embrace innovation, promote high-risk projects, join forces to expand the technological capacity, and enhance the workforce skills.

Entities:  

Year:  2018        PMID: 30923735      PMCID: PMC6433171          DOI: 10.1007/s41060-018-0138-6

Source DB:  PubMed          Journal:  Int J Data Sci Anal


  11 in total

1.  LENS-LIKE ACTION OF A STAR BY THE DEVIATION OF LIGHT IN THE GRAVITATIONAL FIELD.

Authors:  A Einstein
Journal:  Science       Date:  1936-12-04       Impact factor: 47.728

2.  Research funding. Big names or big ideas: do peer-review panels select the best science proposals?

Authors:  Danielle Li; Leila Agha
Journal:  Science       Date:  2015-04-23       Impact factor: 47.728

Review 3.  Cognitive functioning, aging, and work: A review and recommendations for research and practice.

Authors:  Gwenith G Fisher; Dorey S Chaffee; Lois E Tetrick; Deana B Davalos; Guy G Potter
Journal:  J Occup Health Psychol       Date:  2017-03-30

4.  The BRAIN Initiative: Building, Strengthening, and Sustaining.

Authors:  Christopher L Martin; Miyoung Chun
Journal:  Neuron       Date:  2016-11-02       Impact factor: 17.173

5.  Unsupervised Tensor Mining for Big Data Practitioners.

Authors:  Evangelos E Papalexakis; Christos Faloutsos
Journal:  Big Data       Date:  2016-09       Impact factor: 2.128

6.  Volume and Value of Big Healthcare Data.

Authors:  Ivo D Dinov
Journal:  J Med Stat Inform       Date:  2016

Review 7.  Methodological challenges and analytic opportunities for modeling and interpreting Big Healthcare Data.

Authors:  Ivo D Dinov
Journal:  Gigascience       Date:  2016-02-25       Impact factor: 6.524

Review 8.  Transdisciplinary translational science and the case of preterm birth.

Authors:  D K Stevenson; G M Shaw; P H Wise; M E Norton; M L Druzin; H A Valantine; D A McFarland
Journal:  J Perinatol       Date:  2012-10-18       Impact factor: 2.521

9.  The FAIR Guiding Principles for scientific data management and stewardship.

Authors:  Mark D Wilkinson; Michel Dumontier; I Jsbrand Jan Aalbersberg; Gabrielle Appleton; Myles Axton; Arie Baak; Niklas Blomberg; Jan-Willem Boiten; Luiz Bonino da Silva Santos; Philip E Bourne; Jildau Bouwman; Anthony J Brookes; Tim Clark; Mercè Crosas; Ingrid Dillo; Olivier Dumon; Scott Edmunds; Chris T Evelo; Richard Finkers; Alejandra Gonzalez-Beltran; Alasdair J G Gray; Paul Groth; Carole Goble; Jeffrey S Grethe; Jaap Heringa; Peter A C 't Hoen; Rob Hooft; Tobias Kuhn; Ruben Kok; Joost Kok; Scott J Lusher; Maryann E Martone; Albert Mons; Abel L Packer; Bengt Persson; Philippe Rocca-Serra; Marco Roos; Rene van Schaik; Susanna-Assunta Sansone; Erik Schultes; Thierry Sengstag; Ted Slater; George Strawn; Morris A Swertz; Mark Thompson; Johan van der Lei; Erik van Mulligen; Jan Velterop; Andra Waagmeester; Peter Wittenburg; Katherine Wolstencroft; Jun Zhao; Barend Mons
Journal:  Sci Data       Date:  2016-03-15       Impact factor: 6.444

10.  Being open: our policy on source code.

Authors:  Rafal T Marszalek; Louisa Flintoft
Journal:  Genome Biol       Date:  2016-08-12       Impact factor: 13.583

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  1 in total

1.  Modernizing the Methods and Analytics Curricula for Health Science Doctoral Programs.

Authors:  Ivo D Dinov
Journal:  Front Public Health       Date:  2020-02-13
  1 in total

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