|
|
|
|
LEADER |
04254nam a2200541 4500 |
001 |
978-3-030-00039-4 |
003 |
DE-He213 |
005 |
20191025231422.0 |
007 |
cr nn 008mamaa |
008 |
181228s2018 gw | s |||| 0|eng d |
020 |
|
|
|a 9783030000394
|9 978-3-030-00039-4
|
024 |
7 |
|
|a 10.1007/978-3-030-00039-4
|2 doi
|
040 |
|
|
|d GrThAP
|
050 |
|
4 |
|a QA276-280
|
072 |
|
7 |
|a PBT
|2 bicssc
|
072 |
|
7 |
|a MAT029000
|2 bisacsh
|
072 |
|
7 |
|a PBT
|2 thema
|
082 |
0 |
4 |
|a 519.5
|2 23
|
245 |
1 |
0 |
|a Studies in Neural Data Science
|h [electronic resource] :
|b StartUp Research 2017, Siena, Italy, June 25-27 /
|c edited by Antonio Canale, Daniele Durante, Lucia Paci, Bruno Scarpa.
|
250 |
|
|
|a 1st ed. 2018.
|
264 |
|
1 |
|a Cham :
|b Springer International Publishing :
|b Imprint: Springer,
|c 2018.
|
300 |
|
|
|a XI, 156 p. 62 illus., 26 illus. in color.
|b online resource.
|
336 |
|
|
|a text
|b txt
|2 rdacontent
|
337 |
|
|
|a computer
|b c
|2 rdamedia
|
338 |
|
|
|a online resource
|b cr
|2 rdacarrier
|
347 |
|
|
|a text file
|b PDF
|2 rda
|
490 |
1 |
|
|a Springer Proceedings in Mathematics & Statistics,
|x 2194-1009 ;
|v 257
|
505 |
0 |
|
|a 1 S. Ranciati et al, Understanding Dependency Patterns in Structural and Functional Brain Connectivity through fMRI and DTI Data -- 2 E. Aliverti et al, Hierarchical Graphical Model for Learning Functional Network Determinants -- 3 A. Cabassi et al, Three Testing Perspectives on Connectome Data -- 4 A. Cappozzo et al, An Object Oriented Approach to Multimodal Imaging Data in Neuroscience -- 5 G. Bertarelli et al, Curve Clustering for Brain Functional Activity and Synchronization -- 6 F. Gasperoni and A. Luati, Robust Methods for Detecting Spontaneous Activations in fMRI Data -- 7 A. Caponera et al, Hierarchical Spatio-Temporal Modeling of Resting State fMRI Data -- 8 M. Guindani and M. Vannucci, Challenges in the Analysis of Neuroscience Data.
|
520 |
|
|
|a This volume presents a collection of peer-reviewed contributions arising from StartUp Research: a stimulating research experience in which twenty-eight early-career researchers collaborated with seven senior international professors in order to develop novel statistical methods for complex brain imaging data. During this meeting, which was held on June 25-27, 2017 in Siena (Italy), the research groups focused on recent multimodality imaging datasets measuring brain function and structure, and proposed a wide variety of methods for network analysis, spatial inference, graphical modeling, multiple testing, dynamic inference, data fusion, tensor factorization, object-oriented analysis and others. The results of their studies are gathered here, along with a final contribution by Michele Guindani and Marina Vannucci that opens new research directions in this field. The book offers a valuable resource for all researchers in Data Science and Neuroscience who are interested in the promising intersections of these two fundamental disciplines.
|
650 |
|
0 |
|a Statistics .
|
650 |
|
0 |
|a Neurosciences.
|
650 |
|
0 |
|a Biostatistics.
|
650 |
1 |
4 |
|a Statistical Theory and Methods.
|0 http://scigraph.springernature.com/things/product-market-codes/S11001
|
650 |
2 |
4 |
|a Statistics for Life Sciences, Medicine, Health Sciences.
|0 http://scigraph.springernature.com/things/product-market-codes/S17030
|
650 |
2 |
4 |
|a Neurosciences.
|0 http://scigraph.springernature.com/things/product-market-codes/B18006
|
650 |
2 |
4 |
|a Biostatistics.
|0 http://scigraph.springernature.com/things/product-market-codes/L15020
|
700 |
1 |
|
|a Canale, Antonio.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
|
700 |
1 |
|
|a Durante, Daniele.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
|
700 |
1 |
|
|a Paci, Lucia.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
|
700 |
1 |
|
|a Scarpa, Bruno.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
|
710 |
2 |
|
|a SpringerLink (Online service)
|
773 |
0 |
|
|t Springer eBooks
|
776 |
0 |
8 |
|i Printed edition:
|z 9783030000387
|
776 |
0 |
8 |
|i Printed edition:
|z 9783030000400
|
830 |
|
0 |
|a Springer Proceedings in Mathematics & Statistics,
|x 2194-1009 ;
|v 257
|
856 |
4 |
0 |
|u https://doi.org/10.1007/978-3-030-00039-4
|z Full Text via HEAL-Link
|
912 |
|
|
|a ZDB-2-SMA
|
950 |
|
|
|a Mathematics and Statistics (Springer-11649)
|