عنوان

Machine learning and interpretation in neuroimaging

(Number (ISBN

3642347134 (electronic bk.)

(Number (ISBN

9783642347139 (electronic bk.)

Erroneous ISBN

9783642347122

Number

b434895

Title Proper

Machine learning and interpretation in neuroimaging

General Material Designation

[Book]

Other Title Information

international workshop, MLINI 2011, held at NIPS 2011, Sierra Nevada, Spain, December 16-17, 2011 : revised selected and invited contributions /

First Statement of Responsibility

Georg Langs ... [et al.] (eds.)

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

c2012

Specific Material Designation and Extent of Item

1 online resource

Series Title

Lecture notes in artificial intelligence

Series Title

LNCS sublibrary. SL 7, Artificial intelligence

Series Title

State-of-the-art survey

Volume Designation

7263.

ISSN of Series

0302-9743 ;

Text of Note

Includes bibliographical references and index

Text of Note

Brain imaging brings together the technology, methodology, research questions and approaches of a wide range of scientific fields including physics, statistics, computer science, neuroscience, biology, and engineering. Thus, methodological and technological advances that enable us to obtain measurements, examine relationships across observations, and link these data to neuroscientific hypotheses happen in a highly interdisciplinary environment. The dynamic field of machine learning with its modern approach to data mining provides many relevant approaches for neuroscience and enables the exploration of open questions. This state-of-the-art survey offers a collection of papers from the Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2011, held at the 25th Annual Conference on Neural Information Processing, NIPS 2011, in the Sierra Nevada, Spain, in December 2011. Additionally, invited speakers agreed to contribute reviews on various aspects of the field, adding breadth and perspective to the volume. The 32 revised papers were carefully selected from 48 submissions. At the interface between machine learning and neuroimaging the papers aim at shedding some light on the state of the art in this interdisciplinary field. They are organized in topical sections on coding and decoding, neuroscience, dynamcis, connectivity, and probabilistic models and machine learning

Title

OhioLINK electronic book center (Online)

Title

SpringerLink

Parallel Title

MLINI 2011

Parallel Title

NIPS 2011

Artificial intelligence-- Medical applications, Congresses

Brain-- Imaging-- Data processing, Congresses

Machine learning, Congresses

Number

Edition

Class number

Class number

Book number

Book number

Langs, Georg

MLINI 2011(2011 :, Sierra Nevada, Spain)

NIPS Conference(2011 :, Sierra Nevada, Spain)

Date of Transaction

20130403130955.0

Electronic name

[Book]

Y