عنوان

Machine learning and interpretation in neuroimaging

شابک

3642347134 (electronic bk.)

شابک

9783642347139 (electronic bk.)

شابک اشتباه

9783642347122

شماره

b434895

عنوان اصلي

Machine learning and interpretation in neuroimaging

نام عام مواد

[Book]

ساير اطلاعات عنواني

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

نام نخستين پديدآور

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

محل نشرو پخش و غیره

New York :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

c2012

نام خاص و کميت اثر

1 online resource

عنوان فروست

Lecture notes in artificial intelligence

عنوان فروست

LNCS sublibrary. SL 7, Artificial intelligence

عنوان فروست

State-of-the-art survey

مشخصه جلد

7263.

شاپا ي ISSN فروست

0302-9743 ;

متن يادداشت

Includes bibliographical references and index

متن يادداشت

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

عنوان

OhioLINK electronic book center (Online)

عنوان

SpringerLink

عنوان اصلي به زبان ديگر

MLINI 2011

عنوان اصلي به زبان ديگر

NIPS 2011

موضوع مستند نشده

Artificial intelligence-- Medical applications, Congresses

موضوع مستند نشده

Brain-- Imaging-- Data processing, Congresses

موضوع مستند نشده

Machine learning, Congresses

شماره

ويراست

شماره رده

شماره رده

نشانه اثر

نشانه اثر

مستند نام اشخاص تاييد نشده

Langs, Georg

مستند نام تنالگان تاييد نشده

MLINI 2011(2011 :, Sierra Nevada, Spain)

مستند نام تنالگان تاييد نشده

NIPS Conference(2011 :, Sierra Nevada, Spain)

تاريخ عمليات

20130403130955.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y