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Add the result to your basket Make a suggestion Refine your search Apply to external sourcesSIU Thesis. A support vector machine approach to automatic email / Anmed, Mohamed Hussein / Bangkok : Shinawatra University - 2014
Collection Title: SIU Thesis Title : A support vector machine approach to automatic email : multiclass classification Material Type: printed text Authors: Anmed, Mohamed Hussein, Author Publisher: Bangkok : Shinawatra University Publication Date: 2014 Pagination: vii, 43 p. Size: 30 cm. Price: Gift. General note: Thesis. [M.S. [Information Technology]]. - Shinawatra University, 2014. Languages : English (eng) Descriptors: [LCSH]Electronic mail messages
[LCSH]Electronic mail systems
[LCSH]Electronic mail systems -- management
[LCSH]Information retrieval
[LCSH]Information Storage and Retrieval
[LCSH]Machine learning
[LCSH]WWW (Information retrieval system)Keywords: Information retrieval.
Electronic mail system.
Machine learning.Class number: SIU THE: SOIT-MSIT-2014-01 Abstract: E-mail is a method of communication by sending and receiving digital messages among senders and recipients. Emails play a significant role in almost everyones’ daily activities. Typically users receive 20 to 30 or more messages per day and as the number of emails increase, users could unavoidably face an information overload which induces negative effects on the way users manage and organize their emails. Although, there are number of tools available for manual email management which focus on filtering messages by keyword, sender, etc., many of them are not very effective and troublesome to setup for novice users. This study focuses on email classification through grouping of messages based on their subjects and contents. The classification algorithms: the Supported Vector Machines (SVM) and Naïve Bayesian (NB) with kernel machines are studies and investigated. The study results reveal that SVM has a better performance than NB in both accuracy level and total computational time. Curricular : MSIT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=24134 SIU Thesis. A support vector machine approach to automatic email : multiclass classification [printed text] / Anmed, Mohamed Hussein, Author . - Bangkok : Shinawatra University, 2014 . - vii, 43 p. ; 30 cm.
Gift.
Thesis. [M.S. [Information Technology]]. - Shinawatra University, 2014.
Languages : English (eng)
Descriptors: [LCSH]Electronic mail messages
[LCSH]Electronic mail systems
[LCSH]Electronic mail systems -- management
[LCSH]Information retrieval
[LCSH]Information Storage and Retrieval
[LCSH]Machine learning
[LCSH]WWW (Information retrieval system)Keywords: Information retrieval.
Electronic mail system.
Machine learning.Class number: SIU THE: SOIT-MSIT-2014-01 Abstract: E-mail is a method of communication by sending and receiving digital messages among senders and recipients. Emails play a significant role in almost everyones’ daily activities. Typically users receive 20 to 30 or more messages per day and as the number of emails increase, users could unavoidably face an information overload which induces negative effects on the way users manage and organize their emails. Although, there are number of tools available for manual email management which focus on filtering messages by keyword, sender, etc., many of them are not very effective and troublesome to setup for novice users. This study focuses on email classification through grouping of messages based on their subjects and contents. The classification algorithms: the Supported Vector Machines (SVM) and Naïve Bayesian (NB) with kernel machines are studies and investigated. The study results reveal that SVM has a better performance than NB in both accuracy level and total computational time. Curricular : MSIT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=24134 Hold
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Barcode Call number Media type Location Section Status 32002000399624 SIU THE: SOIT-MSIT-2014-01 SIU Thesis and Dissertation Graduate Library Thesis Corner Available 32002000580496 SIU THE: SOIT-MSIT-2014-01 c.2 SIU Thesis and Dissertation Graduate Library Thesis Corner Available
Title : Search engines : information retrieval in practice Material Type: printed text Authors: Croft, W. Bruce, Author ; Metzler, Donald, Associated Name ; Strohman, Trevor, Associated Name Publisher: Boston : Addison-Wesley Publication Date: 2010 Pagination: xxv, 524 p. Layout: ill., pbk. Size: 24 cm. ISBN (or other code): 9780131364899 Price: 630 Baht Languages : English (eng) Descriptors: [LCSH]Information retrieval
[LCSH]Information Storage and Retrieval
[LCSH]Knowledge Bases
[LCSH]Search engines -- ProgrammingCurricular : BSCS/MSIT/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=17052 Search engines : information retrieval in practice [printed text] / Croft, W. Bruce, Author ; Metzler, Donald, Associated Name ; Strohman, Trevor, Associated Name . - Boston : Addison-Wesley, 2010 . - xxv, 524 p. : ill., pbk. ; 24 cm.
ISBN : 9780131364899 : 630 Baht
Languages : English (eng)
Descriptors: [LCSH]Information retrieval
[LCSH]Information Storage and Retrieval
[LCSH]Knowledge Bases
[LCSH]Search engines -- ProgrammingCurricular : BSCS/MSIT/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=17052 Hold
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Barcode Call number Media type Location Section Status 32002000273118 TK5105.884 C941 2010 Book Main Library General Shelf Available
Title : การจัดเก็บและการค้นคืนสารสนเทศ : หน่วยที่ 1-4 หน่วยที่ 5-10 และหน่วยที่ 11-15 Other title : Information storage and retrieval Material Type: printed text Authors: มหาวิทยาลัยสุโขทัยธรรมาธิราช สาขาวิชาศิลปศาสตร์ บัณฑิตศึกษา, Author Edition statement: พิมพ์ครั้งที่ 3 Publisher: มหาวิทยาลัยสุโขทัยธรรมาธิราช Publication Date: 2553 Pagination: 3 เล่ม Size: 26 ซม. ISBN (or other code): 97897464398939 Price: 300.00 General note: เล่ม 1: ISBN 9789746439812
เล่ม 2: ISBN 9789746439639
เล่ม 3: ISBN 9789746439847
Languages : Thai (tha) Descriptors: [LCSH]Information storage
[LCSH]Information Storage and Retrieval
[LCSH]Information storage and retrieval systems
[LCSH]การค้นคืนสารสนเทศ
[LCSH]การจัดเก็บสารสนเทศClass number: Z674.4 ส747ก 2553 Curricular : BNS Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=25931 การจัดเก็บและการค้นคืนสารสนเทศ : หน่วยที่ 1-4 หน่วยที่ 5-10 และหน่วยที่ 11-15 ; Information storage and retrieval [printed text] / มหาวิทยาลัยสุโขทัยธรรมาธิราช สาขาวิชาศิลปศาสตร์ บัณฑิตศึกษา, Author . - พิมพ์ครั้งที่ 3 . - [S.l.] : มหาวิทยาลัยสุโขทัยธรรมาธิราช, 2553 . - 3 เล่ม ; 26 ซม.
ISSN : 97897464398939 : 300.00
เล่ม 1: ISBN 9789746439812
เล่ม 2: ISBN 9789746439639
เล่ม 3: ISBN 9789746439847
Languages : Thai (tha)
Descriptors: [LCSH]Information storage
[LCSH]Information Storage and Retrieval
[LCSH]Information storage and retrieval systems
[LCSH]การค้นคืนสารสนเทศ
[LCSH]การจัดเก็บสารสนเทศClass number: Z674.4 ส747ก 2553 Curricular : BNS Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=25931 Hold
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Barcode Call number Media type Location Section Status 32002000517506 Z674.4 ส747ก 2553 v.1 c.1 Book Main Library General Shelf Available 32002000517514 Z674.4 ส747ก 2553 v.1 c.2 Book Main Library General Shelf Available 32002000517522 Z674.4 ส747ก 2553 v.1 c.3 Book Main Library General Shelf Available 32002000517548 Z674.4 ส747ก 2553 v.1 c.4 Book Main Library General Shelf Available 32002000517530 Z674.4 ส747ก 2553 v.1 c.5 Book Main Library General Shelf Available 32002000517399 Z674.4 ส747ก 2553 v.2 c.1 Book Main Library General Shelf Available 32002000517415 Z674.4 ส747ก 2553 v.2 c.2 Book Main Library General Shelf Available 32002000517449 Z674.4 ส747ก 2553 v.2 c.3 Book Main Library General Shelf Available 32002000517423 Z674.4 ส747ก 2553 v.2 c.4 Book Main Library General Shelf Available 32002000517498 Z674.4 ส747ก 2553 v.2 c.5 Book Main Library General Shelf Available 32002000517480 Z674.4 ส747ก 2553 v.3 c.1 Book Main Library General Shelf Available 32002000517472 Z674.4 ส747ก 2553 v.3 c.2 Book Main Library General Shelf Available 32002000517431 Z674.4 ส747ก 2553 v.3 c.3 Book Main Library General Shelf Available 32002000517464 Z674.4 ส747ก 2553 v.3 c.4 Book Main Library General Shelf Available 32002000517456 Z674.4 ส747ก 2553 v.3 c.5 Book Main Library General Shelf Available
