Paper Abstract and Keywords |
Presentation |
2010-06-18 13:00
[Tutorial Invited Lecture]
Pattern Recognition and Machine Learning Takio Kurita (Hiroshima Univ.) SP2010-32 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recent rapid progress of computer and internet, a huge amount of information is accumulated. It is potentially important for our decision or planning, but has not yet been discovered or articulated. Data mining is the extraction of implicit, previously unknown, and potentially useful information from data. Pattern Recognition and Machine Learning provides the technical basis of data mining and is recognized as one of the important tools for many real applications. This article gives a beleaf introduction of Pattern Recognition and Machine Learning. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
data mining / pattern recognition / machine learning / generalization / support vector machine / logistic regression / cross-validation / particle swarm optimization |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 81, SP2010-32, pp. 61-66, June 2010. |
Paper # |
SP2010-32 |
Date of Issue |
2010-06-10 (SP) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
SP2010-32 |
Conference Information |
Committee |
SP |
Conference Date |
2010-06-17 - 2010-06-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyushu University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Speech/Language/Acoustic Education, etc. |
Paper Information |
Registration To |
SP |
Conference Code |
2010-06-SP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Pattern Recognition and Machine Learning |
Sub Title (in English) |
|
Keyword(1) |
data mining |
Keyword(2) |
pattern recognition |
Keyword(3) |
machine learning |
Keyword(4) |
generalization |
Keyword(5) |
support vector machine |
Keyword(6) |
logistic regression |
Keyword(7) |
cross-validation |
Keyword(8) |
particle swarm optimization |
1st Author's Name |
Takio Kurita |
1st Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
2nd Author's Name |
|
2nd Author's Affiliation |
() |
3rd Author's Name |
|
3rd Author's Affiliation |
() |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2010-06-18 13:00:00 |
Presentation Time |
60 minutes |
Registration for |
SP |
Paper # |
SP2010-32 |
Volume (vol) |
vol.110 |
Number (no) |
no.81 |
Page |
pp.61-66 |
#Pages |
6 |
Date of Issue |
2010-06-10 (SP) |
|