Reprinted Collection. Automatic music classification and retrieval / Chakkapong Nopthaisong

Public ISBD No review available on this record. Collection Title: Reprinted Collection Title : Automatic music classification and retrieval : experiments with Thai music collectionh(reprint) Material Type: printed text Authors: Chakkapong Nopthaisong, Author ; Hasan, Md Maruf, Associated Name ; ICICT (2007 : Bangladesh), Pagination: 6 p. Layout: ill. Size: 30 cm. Price: 50 Baht Languages : English (eng) Descriptors: [LCSH]Classification -- Music [LCSH]Data mining [LCSH]Decision trees [LCSH]Information retrieval [LCSH]Machine learning [LCSH]Music -- Thailand [LCSH]Neural networks (Computer science) [LCSH]Self-organizing maps [LCSH]Self-organizing systems Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=12528 Reprinted Collection. Automatic music classification and retrieval : experiments with Thai music collectionh(reprint) [printed text] / Chakkapong Nopthaisong, Author ; Hasan, Md Maruf, Associated Name ; ICICT (2007 : Bangladesh),  . - [s.d.] . - 6 p. : ill. ; 30 cm. 50 Baht Languages : English (eng) Descriptors: [LCSH]Classification -- Music [LCSH]Data mining [LCSH]Decision trees [LCSH]Information retrieval [LCSH]Machine learning [LCSH]Music -- Thailand [LCSH]Neural networks (Computer science) [LCSH]Self-organizing maps [LCSH]Self-organizing systems Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=12528

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Barcode	Call number	Media type	Location	Section	Status
32002000203297	REP258 2007 c.1	Reprinted	Graduate Library	Reprint Shelf	Available
32002000203305	REP258 2007 c.2	Reprinted	Main Library	Reprint Shelf	Available

Reprinted Collection. Correlation studies of HEPT derivatives using swarm intelligence and support vector machines / Luckhana Lawtrakul / Springer - 2005

Public ISBD No review available on this record. Collection Title: Reprinted Collection Title : Correlation studies of HEPT derivatives using swarm intelligence and support vector machines Material Type: printed text Authors: Luckhana Lawtrakul, Author ; Chakguy Prakasvudhisarn, Associated Name Publisher: Springer Publication Date: 2005 Pagination: 11 p. Layout: ill. Size: 30 cm. Price: 50 Baht General note: With compliments of Dr. Chakguy Prakasvudhisarn Languages : English (eng) Descriptors: [LCSH]HIV (Viruses) [LCSH]Machine learning [LCSH]Mathematical optimization [LCSH]QSAR (Biochemistry) [LCSH]Reverse transcriptase [LCSH]Swarm intelligence Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=13184 Reprinted Collection. Correlation studies of HEPT derivatives using swarm intelligence and support vector machines [printed text] / Luckhana Lawtrakul, Author ; Chakguy Prakasvudhisarn, Associated Name . - Regensburg, Germany : Springer, 2005 . - 11 p. : ill. ; 30 cm. 50 Baht With compliments of Dr. Chakguy Prakasvudhisarn Languages : English (eng) Descriptors: [LCSH]HIV (Viruses) [LCSH]Machine learning [LCSH]Mathematical optimization [LCSH]QSAR (Biochemistry) [LCSH]Reverse transcriptase [LCSH]Swarm intelligence Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=13184

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32002000204394	REP283 2005 c.1	Reprinted	Graduate Library	Reprint Shelf	Available
32002000204402	REP283 2005 c.2	Reprinted	Graduate Library	Reprint Shelf	Available
32002000348530	REP283 2005 c.3	Reprinted	Main Library	Reprint Shelf	Available
32002000348431	REP283 2005 c.4	Reprinted	Main Library	Reprint Shelf	Available

Reprinted Collection. Optimal cutting condition determination for desired surface roughness in end milling / Chakguy Prakasvudhisarn / London : Springer - 2009

Public ISBD No review available on this record. Collection Title: Reprinted Collection Title : Optimal cutting condition determination for desired surface roughness in end milling Material Type: printed text Authors: Chakguy Prakasvudhisarn, Author ; Pisal Yenradee, Associated Name ; Siwaporn Kunnapapdeelert, Associated Name Publisher: London : Springer Publication Date: 2009 Pagination: 12 p. Layout: ill. Size: 30 cm. Price: 50 Baht Languages : English (eng) Descriptors: [LCSH]Machine learning [LCSH]Mathematical optimization [LCSH]Metrology [LCSH]Support vector machines [LCSH]Surface roughness Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=14878 Reprinted Collection. Optimal cutting condition determination for desired surface roughness in end milling [printed text] / Chakguy Prakasvudhisarn, Author ; Pisal Yenradee, Associated Name ; Siwaporn Kunnapapdeelert, Associated Name . - London : Springer, 2009 . - 12 p. : ill. ; 30 cm. 50 Baht Languages : English (eng) Descriptors: [LCSH]Machine learning [LCSH]Mathematical optimization [LCSH]Metrology [LCSH]Support vector machines [LCSH]Surface roughness Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=14878

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32002000206290	REP372 2009 c.1	Reprinted	Graduate Library	Reprint Shelf	Available
32002000206308	REP372 2009 c.2	Reprinted	Main Library	Reprint Shelf	Available
32002000260537	REP372 2009 c.3	Reprinted	Main Library	Reprint Shelf	Available
32002000261089	REP372 2009 c.4	Reprinted	Main Library	Reprint Shelf	Available

SIU Thesis. Automatic music classification and retrieval / Chakkapong Nopthaisong / Bangkok : Shinawatra University - 2006

Public ISBD No review available on this record. Collection Title: SIU Thesis Title : Automatic music classification and retrieval : experiments with Thai music collection Material Type: printed text Authors: Chakkapong Nopthaisong, Author ; Ekawit Nantajeewarawat, Associated Name ; Hasan, Md Maruf, Associated Name Publisher: Bangkok : Shinawatra University Publication Date: 2006 Pagination: viii, 79 p. charts, tables Size: 30 cm. Price: 500 Baht General note: photocopies. Languages : English (eng) Descriptors: [LCSH]Classification -- Music [LCSH]Data mining [LCSH]Decision trees [LCSH]Information retrieval [LCSH]Machine learning [LCSH]Music -- Thailand [LCSH]Neural networks (Computer science) [LCSH]Self-organizing maps [LCSH]Self-organizing systems Curricular : BSCS/BSMT/MSIT/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=12447 SIU Thesis. Automatic music classification and retrieval : experiments with Thai music collection [printed text] / Chakkapong Nopthaisong, Author ; Ekawit Nantajeewarawat, Associated Name ; Hasan, Md Maruf, Associated Name . - Bangkok : Shinawatra University, 2006 . - viii, 79 p. charts, tables ; 30 cm. 500 Baht photocopies. Languages : English (eng) Descriptors: [LCSH]Classification -- Music [LCSH]Data mining [LCSH]Decision trees [LCSH]Information retrieval [LCSH]Machine learning [LCSH]Music -- Thailand [LCSH]Neural networks (Computer science) [LCSH]Self-organizing maps [LCSH]Self-organizing systems Curricular : BSCS/BSMT/MSIT/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=12447

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32002000216620	SIU THE SOT-MSIT 2006-02	SIU Thesis and Dissertation	Graduate Library	Thesis Corner	Available
32002000218451	SIU THE SOT-MSIT 2006-02 c.1	SIU CD Master	Main Library	Library Counter	Available
32002000218469	SIU THE SOT-MSIT 2006-02 c.1	SIU CD Master	Main Library	Library Counter	Available

SIU Thesis. A support vector machine approach to automatic email / Anmed, Mohamed Hussein / Bangkok : Shinawatra University - 2014

Public ISBD No review available on this record. 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

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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

Genetic algorithms in search, optimization, and machine learning / Goldberg, David E. (David Edward) / Addison-Wesley Pub. Co. - 1989

Public ISBD No review available on this record. Title : Genetic algorithms in search, optimization, and machine learning Material Type: printed text Authors: Goldberg, David E. (David Edward) (1953-), Author Publisher: Addison-Wesley Pub. Co. Publication Date: 1989 Pagination: xiii, 412 p. Layout: ill., cloth Size: 25 cm. ISBN (or other code): 0201157675 Price: 2494 Baht General note: Bibliography : p. [381]-401.,Includes index. Languages : English (eng) Descriptors: [LCSH]Algorithms [LCSH]Combinatorial optimization [LCSH]Machine learning Curricular : BSCS/MSMT/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=2403 Genetic algorithms in search, optimization, and machine learning [printed text] / Goldberg, David E. (David Edward) (1953-), Author . - Boston, Mass. : Addison-Wesley Pub. Co., 1989 . - xiii, 412 p. : ill., cloth ; 25 cm. ISBN : 0201157675 : 2494 Baht Bibliography : p. [381]-401.,Includes index. Languages : English (eng) Descriptors: [LCSH]Algorithms [LCSH]Combinatorial optimization [LCSH]Machine learning Curricular : BSCS/MSMT/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=2403

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Barcode	Call number	Media type	Location	Section	Status
32002000034833	QA402.5 G635 1989	Book	Main Library	General Shelf	Available

Learning with kernels / Scholkopf, Bernhard / MIT Press - 2002

Public ISBD No review available on this record. Title : Learning with kernels : support vector machines, regularization, optimization, and beyond Material Type: printed text Authors: Scholkopf, Bernhard, Author ; Smola, Alexander J., Associated Name Publisher: MIT Press Publication Date: 2002 Series: Adaptive computation and machine learning Pagination: xviii, 626 p. Layout: ill., cloth Size: 26 cm. ISBN (or other code): 9780262194754 Price: 2172 Baht Languages : English (eng) Descriptors: [LCSH]Algorithms [LCSH]Kernel functions [LCSH]Machine learning Curricular : BSCS/BSMT/MSIT/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=14161 Learning with kernels : support vector machines, regularization, optimization, and beyond [printed text] / Scholkopf, Bernhard, Author ; Smola, Alexander J., Associated Name . - , 2002 . - xviii, 626 p. : ill., cloth ; 26 cm.. - (Adaptive computation and machine learning) . ISBN : 9780262194754 : 2172 Baht Languages : English (eng) Descriptors: [LCSH]Algorithms [LCSH]Kernel functions [LCSH]Machine learning Curricular : BSCS/BSMT/MSIT/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=14161

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Barcode	Call number	Media type	Location	Section	Status
32002000241776	Q325.5 S368 2002	Book	Graduate Library	General Shelf	Available

Recurrent neural networks for prediction / Mandic, Danilo P. / John Wiley - 2001

Public ISBD No review available on this record. Title : Recurrent neural networks for prediction : learning algorithms, architectures, and stability Material Type: printed text Authors: Mandic, Danilo P., Author ; Chambers, Jonathon A., Associated Name Publisher: John Wiley Publication Date: 2001 Pagination: xxi, 285 p. Layout: ill., hbk. Size: 26 cm. ISBN (or other code): 9780471495178 Languages : English (eng) Descriptors: [LCSH]Machine learning [LCSH]Neural networks (Computer science) Curricular : BSCS/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=520 Recurrent neural networks for prediction : learning algorithms, architectures, and stability [printed text] / Mandic, Danilo P., Author ; Chambers, Jonathon A., Associated Name . - Chichester, New York : John Wiley, 2001 . - xxi, 285 p. : ill., hbk. ; 26 cm. ISBN : 9780471495178 Languages : English (eng) Descriptors: [LCSH]Machine learning [LCSH]Neural networks (Computer science) Curricular : BSCS/PhDT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=520

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Barcode	Call number	Media type	Location	Section	Status
32002000004992	Q325.5 M36 2001 c.1	Book	Graduate Library	General Shelf	Available
32002000032027	Q325.5 M36 2001 c.2	Book	Graduate Library	General Shelf	Available

USING PUBLICATIONS AND DOMAN KNOWLEDGE TO BUILD RESERACH PROFIT / Biswas, Md. Humayun Kabir

Public ISBD No review available on this record. Title : USING PUBLICATIONS AND DOMAN KNOWLEDGE TO BUILD RESERACH PROFIT Original title : AN APPLICATION IN AUTOMATIC REVIEWER ASSIGNMENT Material Type: printed text Authors: Biswas, Md. Humayun Kabir, Author Pagination: 78 Pages Layout: ill. Size: 30 cm. Price: 1500.00 Languages : English (eng) Descriptors: [LCSH]Machine learning [LCSH]Machine learning -- Technique Keywords: Machine learning Curricular : MSIT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=22769 USING PUBLICATIONS AND DOMAN KNOWLEDGE TO BUILD RESERACH PROFIT = AN APPLICATION IN AUTOMATIC REVIEWER ASSIGNMENT [printed text] / Biswas, Md. Humayun Kabir, Author . - [s.d.] . - 78 Pages : ill. ; 30 cm. 1500.00 Languages : English (eng) Descriptors: [LCSH]Machine learning [LCSH]Machine learning -- Technique Keywords: Machine learning Curricular : MSIT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=22769

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32002000336733	SIU THE SOT-MSIT 2006-01	Thesis	Graduate Library	Thesis Corner	Available