Fusing sequential minimal optimization and Newton’s method for support vector training

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Published inInternational journal of machine learning and cybernetics Vol. 7; no. 3; pp. 345 - 364
Main Author Abe, Shigeo
Format Journal Article
LanguageEnglish
Published 01.06.2016
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Author Abe, Shigeo
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Cites_doi 10.1017/CBO9780511809682
10.1007/s13042-012-0132-6
10.1007/s10044-007-0062-1
10.1142/5589
10.1142/S0219720005001004
10.1007/978-1-4757-2440-0
10.1109/IJCNN.2009.5178701
10.1142/S0218001403002460
10.1109/TNN.2011.2165081
10.1109/IJCNN.2007.4371075
10.1007/s11063-010-9162-9
10.1007/s13042-011-0013-4
10.1016/j.neucom.2005.05.006
10.1007/978-3-642-15822-3_4
10.1007/11564096_21
10.1109/TNN.2004.836201
10.1093/bioinformatics/bti242
10.1007/978-3-540-87536-9_31
10.1007/978-3-642-21738-8_19
10.1109/IJCNN.2011.6033245
10.1007/978-3-642-21738-8_18
10.1109/IJCNN.2009.5178948
10.7551/mitpress/4057.001.0001
10.1007/978-1-84996-098-4
10.1109/TNN.2004.841785
10.1142/S0218001408006144
10.1007/978-3-540-87536-9_34
10.1023/A:1012431217818
10.1016/j.ymssp.2006.12.007
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References A Shilton (265_CR31) 2005; 16
SS Keerthi (265_CR15) 2002; 46
265_CR35
265_CR33
W Chu (265_CR19) 2005; 16
J Shawe-Taylor (265_CR2) 2004
265_CR29
C Ding (265_CR12) 2005; 3
265_CR27
265_CR25
265_CR26
A Widodo (265_CR8) 2007; 21
B Schölkopf (265_CR9) 2004
JR Bradford (265_CR11) 2005; 21
S Abe (265_CR38) 2007; 10
GH Golub (265_CR37) 1996
H Gâlmeanu (265_CR34) 2008
VN Vapnik (265_CR1) 1995
C Sentelle (265_CR36) 2011; 22
X Wang (265_CR6) 2005; 68
R Khemchandani (265_CR3) 2013; 4
Q He (265_CR4) 2011; 2
265_CR23
N Chen (265_CR10) 2004
JC Platt (265_CR14) 1999
265_CR24
K Scheinberg (265_CR32) 2006; 7
265_CR21
G Cauwenberghs (265_CR30) 2001
265_CR22
R-E Fan (265_CR16) 2005; 6
X Wang (265_CR5) 2008; 22
J López (265_CR20) 2011; 33
S Abe (265_CR13) 2010
265_CR40
265_CR18
265_CR17
265_CR39
H Byun (265_CR7) 2003; 17
G Loosli (265_CR28) 2007; 8
References_xml – volume-title: Kernel methods for pattern analysis
  year: 2004
  ident: 265_CR2
  doi: 10.1017/CBO9780511809682
  contributor:
    fullname: J Shawe-Taylor
– volume: 4
  start-page: 703
  issue: 6
  year: 2013
  ident: 265_CR3
  publication-title: Int J Mach Learn Cybernet
  doi: 10.1007/s13042-012-0132-6
  contributor:
    fullname: R Khemchandani
– volume: 10
  start-page: 203
  issue: 3
  year: 2007
  ident: 265_CR38
  publication-title: Pattern Anal Appl
  doi: 10.1007/s10044-007-0062-1
  contributor:
    fullname: S Abe
– volume-title: Support vector machine in chemistry
  year: 2004
  ident: 265_CR10
  doi: 10.1142/5589
  contributor:
    fullname: N Chen
– volume: 3
  start-page: 185
  issue: 2
  year: 2005
  ident: 265_CR12
  publication-title: J Bioinf Comput Biol
  doi: 10.1142/S0219720005001004
  contributor:
    fullname: C Ding
– volume-title: The nature of statistical learning theory
  year: 1995
  ident: 265_CR1
  doi: 10.1007/978-1-4757-2440-0
  contributor:
    fullname: VN Vapnik
– ident: 265_CR26
  doi: 10.1109/IJCNN.2009.5178701
– volume-title: Matrix computations
  year: 1996
  ident: 265_CR37
  contributor:
    fullname: GH Golub
– volume: 17
  start-page: 459
  issue: 3
  year: 2003
  ident: 265_CR7
  publication-title: Int J Pattern Recogn Artif Intell
  doi: 10.1142/S0218001403002460
  contributor:
    fullname: H Byun
– volume: 22
  start-page: 1650
  issue: 10
  year: 2011
  ident: 265_CR36
  publication-title: IEEE Trans Neural Netw
  doi: 10.1109/TNN.2011.2165081
  contributor:
    fullname: C Sentelle
– ident: 265_CR25
  doi: 10.1109/IJCNN.2007.4371075
– start-page: 185
  volume-title: Advances in kernel methods: support vector learning
  year: 1999
  ident: 265_CR14
  contributor:
    fullname: JC Platt
– volume: 33
  start-page: 33
  issue: 1
  year: 2011
  ident: 265_CR20
  publication-title: Neural Process Lett
  doi: 10.1007/s11063-010-9162-9
  contributor:
    fullname: J López
– volume: 2
  start-page: 49
  issue: 1
  year: 2011
  ident: 265_CR4
  publication-title: Int J Mach Learn Cybernet
  doi: 10.1007/s13042-011-0013-4
  contributor:
    fullname: Q He
– volume: 68
  start-page: 225
  year: 2005
  ident: 265_CR6
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2005.05.006
  contributor:
    fullname: X Wang
– ident: 265_CR23
– volume: 7
  start-page: 2237
  year: 2006
  ident: 265_CR32
  publication-title: J Mach Learn Res
  contributor:
    fullname: K Scheinberg
– ident: 265_CR40
– ident: 265_CR29
– ident: 265_CR17
  doi: 10.1007/978-3-642-15822-3_4
– ident: 265_CR22
– ident: 265_CR24
  doi: 10.1007/11564096_21
– volume: 16
  start-page: 114
  issue: 1
  year: 2005
  ident: 265_CR31
  publication-title: IEEE Trans Neural Netw
  doi: 10.1109/TNN.2004.836201
  contributor:
    fullname: A Shilton
– volume: 21
  start-page: 1487
  issue: 8
  year: 2005
  ident: 265_CR11
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/bti242
  contributor:
    fullname: JR Bradford
– volume: 8
  start-page: 291
  year: 2007
  ident: 265_CR28
  publication-title: J Mach Learn Res
  contributor:
    fullname: G Loosli
– ident: 265_CR39
– volume: 6
  start-page: 1889
  year: 2005
  ident: 265_CR16
  publication-title: J Mach Learn Res
  contributor:
    fullname: R-E Fan
– ident: 265_CR33
  doi: 10.1007/978-3-540-87536-9_31
– ident: 265_CR27
  doi: 10.1007/978-3-642-21738-8_19
– ident: 265_CR18
  doi: 10.1109/IJCNN.2011.6033245
– ident: 265_CR21
  doi: 10.1007/978-3-642-21738-8_18
– ident: 265_CR35
  doi: 10.1109/IJCNN.2009.5178948
– volume-title: Kernel methods in computational biology
  year: 2004
  ident: 265_CR9
  doi: 10.7551/mitpress/4057.001.0001
  contributor:
    fullname: B Schölkopf
– volume-title: Support vector machines for pattern classification
  year: 2010
  ident: 265_CR13
  doi: 10.1007/978-1-84996-098-4
  contributor:
    fullname: S Abe
– volume: 16
  start-page: 498
  issue: 2
  year: 2005
  ident: 265_CR19
  publication-title: IEEE Trans Neural Netw
  doi: 10.1109/TNN.2004.841785
  contributor:
    fullname: W Chu
– volume: 22
  start-page: 109
  issue: 1
  year: 2008
  ident: 265_CR5
  publication-title: Int J Pattern Recogn Artif Intell
  doi: 10.1142/S0218001408006144
  contributor:
    fullname: X Wang
– start-page: 325
  volume-title: Artificial neural networks (ICANN 2008)–Proceedings of the Eighteenth International Conference
  year: 2008
  ident: 265_CR34
  doi: 10.1007/978-3-540-87536-9_34
  contributor:
    fullname: H Gâlmeanu
– volume: 46
  start-page: 351
  issue: 1–3
  year: 2002
  ident: 265_CR15
  publication-title: Mach Learn
  doi: 10.1023/A:1012431217818
  contributor:
    fullname: SS Keerthi
– volume: 21
  start-page: 2560
  issue: 6
  year: 2007
  ident: 265_CR8
  publication-title: Mech Syst Signal Process
  doi: 10.1016/j.ymssp.2006.12.007
  contributor:
    fullname: A Widodo
– start-page: 409
  volume-title: Advances in neural information processing systems, vol 13
  year: 2001
  ident: 265_CR30
  contributor:
    fullname: G Cauwenberghs
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Title Fusing sequential minimal optimization and Newton’s method for support vector training
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