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138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWray L. Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I Springer 2009
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWray L. Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II Springer 2009
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSimon Durrant, David R. Hardoon, André Brechmann, John Shawe-Taylor, Eduardo R. Miranda, Henning Scheich: GLM and SVM analyses of neural response to tonal and atonal stimuli: new techniques and a comparison. Connect. Sci. 21(2&3): 161-175 (2009)
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLS. Özögür-Akyüz, John Shawe-Taylor, G.-W. Weber, Z. B. Ögel: Pattern analysis for the prediction of fungal pro-peptide cleavage sites. Discrete Applied Mathematics 157(10): 2388-2394 (2009)
2008
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZakria Hussain, John Shawe-Taylor: Theory of matching pursuit. NIPS 2008: 721-728
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCraig Saunders, David R. Hardoon, John Shawe-Taylor, Gerhard Widmer: Using string kernels to identify famous performers from their playing style. Intell. Data Anal. 12(4): 425-440 (2008)
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarco Gillies, Xueni Pan, Mel Slater, John Shawe-Taylor: Responsive listening behavior. Journal of Visualization and Computer Animation 19(5): 579-589 (2008)
2007
131no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael R. Berthold, John Shawe-Taylor, Nada Lavrac: Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings Springer 2007
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhuoran Wang, John Shawe-Taylor, Sándor Szedmák: Kernel Regression Based Machine Translation. HLT-NAACL (Short Papers) 2007: 185-188
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPetroula Tsampouka, John Shawe-Taylor: Approximate maximum margin algorithms with rules controlled by the number of mistakes. ICML 2007: 903-910
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZakria Hussain, John Shawe-Taylor: Using Generalization Error Bounds to Train the Set Covering Machine. ICONIP (1) 2007: 258-268
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid R. Hardoon, Janaina Mourão Miranda, Michael J. Brammer, John Shawe-Taylor: Using Image Stimuli to Drive fMRI Analysis. ICONIP (1) 2007: 477-486
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Manfred Opper, Yuan Shen, Dan Cornford, John Shawe-Taylor: Variational Inference for Diffusion Processes. NIPS 2007
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander N. Dolia, Christopher J. Harris, John Shawe-Taylor, D. Mike Titterington: Kernel ellipsoidal trimming. Computational Statistics & Data Analysis 52(1): 309-324 (2007)
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYaoyong Li, John Shawe-Taylor: Advanced learning algorithms for cross-language patent retrieval and classification. Inf. Process. Manage. 43(5): 1183-1199 (2007)
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSándor Szedmák, John Shawe-Taylor: Synthesis of maximum margin and multiview learning using unlabeled data. Neurocomputing 70(7-9): 1254-1264 (2007)
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmiran Ambroladze, Emilio Parrado-Hernández, John Shawe-Taylor: Complexity of pattern classes and the Lipschitz property. Theor. Comput. Sci. 382(3): 232-246 (2007)
2006
121no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCraig Saunders, Marko Grobelnik, Steve R. Gunn, John Shawe-Taylor: Subspace, Latent Structure and Feature Selection, Statistical and Optimization, Perspectives Workshop, SLSFS 2005, Bohinj, Slovenia, February 23-25, 2005, Revised Selected Papers Springer 2006
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid R. Hardoon, Craig Saunders, Sándor Szedmák, John Shawe-Taylor: A Correlation Approach for Automatic Image Annotation. ADMA 2006: 681-692
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPetroula Tsampouka, John Shawe-Taylor: Constant Rate Approximate Maximum Margin Algorithms. ECML 2006: 437-448
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander N. Dolia, Tijl De Bie, Christopher J. Harris, John Shawe-Taylor, D. M. Titterington: The Minimum Volume Covering Ellipsoid Estimation in Kernel-Defined Feature Spaces. ECML 2006: 630-637
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSándor Szedmák, John Shawe-Taylor: Synthesis of maximum margin and multiview learning using unlabeled data. ESANN 2006: 479-484
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlain Lehmann, John Shawe-Taylor: A probabilistic model for text kernels. ICML 2006: 537-544
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmiran Ambroladze, Emilio Parrado-Hernández, John Shawe-Taylor: Tighter PAC-Bayes Bounds. NIPS 2006: 9-16
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYaoyong Li, John Shawe-Taylor: Using KCCA for Japanese-English cross-language information retrieval and document classification. J. Intell. Inf. Syst. 27(2): 117-133 (2006)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJuho Rousu, Craig Saunders, Sándor Szedmák, John Shawe-Taylor: Kernel-Based Learning of Hierarchical Multilabel Classification Models. Journal of Machine Learning Research 7: 1601-1626 (2006)
2005
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthew Henderson, John Shawe-Taylor, Janez Zerovnik: Mixture of Vector Experts. ALT 2005: 386-398
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPetroula Tsampouka, John Shawe-Taylor: Analysis of Generic Perceptron-Like Large Margin Classifiers. ECML 2005: 750-758
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJuho Rousu, Craig Saunders, Sándor Szedmák, John Shawe-Taylor: Learning hierarchical multi-category text classification models. ICML 2005: 744-751
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnders Meng, John Shawe-Taylor: An Investigation of Feature Models for Music Genre Classification Using the Support Vector Classifier. ISMIR 2005: 604-609
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc J. Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang: The 2005 PASCAL Visual Object Classes Challenge. MLCW 2005: 117-176
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason D. R. Farquhar, David R. Hardoon, Hongying Meng, John Shawe-Taylor, Sándor Szedmák: Two view learning: SVM-2K, Theory and Practice. NIPS 2005
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola: On the eigenspectrum of the gram matrix and the generalization error of kernel-PCA. IEEE Transactions on Information Theory 51(7): 2510-2522 (2005)
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJuho Rousu, John Shawe-Taylor: Efficient Computation of Gapped Substring Kernels on Large Alphabets. Journal of Machine Learning Research 6: 1323-1344 (2005)
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThore Graepel, Ralf Herbrich, John Shawe-Taylor: PAC-Bayesian Compression Bounds on the Prediction Error of Learning Algorithms for Classification. Machine Learning 59(1-2): 55-76 (2005)
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShutao Li, John Shawe-Taylor: Comparison and fusion of multiresolution features for texture classification. Pattern Recognition Letters 26(5): 633-638 (2005)
2004
102no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Yoram Singer: Learning Theory, 17th Annual Conference on Learning Theory, COLT 2004, Banff, Canada, July 1-4, 2004, Proceedings Springer 2004
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmiran Ambroladze, John Shawe-Taylor: Complexity of Pattern Classes and Lipschitz Property. ALT 2004: 181-193
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHongying Meng, John Shawe-Taylor, Sándor Szedmák, Jason D. R. Farquhar: Support Vector Machine to Synthesise Kernels. Deterministic and Statistical Methods in Machine Learning 2004: 242-255
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCraig Saunders, David R. Hardoon, John Shawe-Taylor, Gerhard Widmer: Using String Kernels to Identify Famous Performers from Their Playing Style. ECML 2004: 384-395
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShutao Li, John Shawe-Taylor: Texture Classification by Combining Wavelet and Contourlet Features. SSPR/SPR 2004: 1126-1134
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid R. Hardoon, Sándor Szedmák, John Shawe-Taylor: Canonical Correlation Analysis: An Overview with Application to Learning Methods. Neural Computation 16(12): 2639-2664 (2004)
2003
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaz S. Kandola, Thore Graepel, John Shawe-Taylor: Reducing Kernel Matrix Diagonal Dominance Using Semi-definite Programming. COLT 2003: 288-302
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmiran Ambroladze, John Shawe-Taylor: When Is Small Beautiful? COLT 2003: 729-730
94no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJure Leskovec, John Shawe-Taylor: Linear Programming Boosting for Uneven Datasets. ICML 2003: 456-463
93no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Marchand, Mohak Shah, John Shawe-Taylor, Marina Sokolova: The Set Covering Machine with Data-Dependent Half-Spaces. ICML 2003: 520-527
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThore Graepel, Ralf Herbrich, Andriy Kharechko, John Shawe-Taylor: Semi-Definite Programming by Perceptron Learning. NIPS 2003
2002
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola: On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum. ALT 2002: 23-40
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola: On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum. Discovery Science 2002: 12
89no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYaoyong Li, Hugo Zaragoza, Ralf Herbrich, John Shawe-Taylor, Jaz S. Kandola: The Perceptron Algorithm with Uneven Margins. ICML 2002: 379-386
88no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCraig Saunders, Hauke Tschach, John Shawe-Taylor: Syllables and other String Kernel Extensions. ICML 2002: 530-537
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexei Vinokourov, John Shawe-Taylor, Nello Cristianini: Inferring a Semantic Representation of Text via Cross-Language Correlation Analysis. NIPS 2002: 1473-1480
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Christopher K. I. Williams: The Stability of Kernel Principal Components Analysis and its Relation to the Process Eigenspectrum. NIPS 2002: 367-374
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Langford, John Shawe-Taylor: PAC-Bayes & Margins. NIPS 2002: 423-430
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCraig Saunders, John Shawe-Taylor, Alexei Vinokourov: String Kernels, Fisher Kernels and Finite State Automata. NIPS 2002: 633-640
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaz S. Kandola, John Shawe-Taylor, Nello Cristianini: Learning Semantic Similarity. NIPS 2002: 657-664
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarina Sokolova, Mario Marchand, Nathalie Japkowicz, John Shawe-Taylor: The Decision List Machine. NIPS 2002: 921-928
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicola Cancedda, Cyril Goutte, Jean-Michel Renders, Nicolò Cesa-Bianchi, Alex Conconi, Yaoyong Li, John Shawe-Taylor, Alexei Vinokourov, Thore Graepel, Claudio Gentile: Kernel Methods for Document Filtering. TREC 2002
80no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYing Guo, Peter L. Bartlett, John Shawe-Taylor, Robert C. Williamson: Covering numbers for support vector machines. IEEE Transactions on Information Theory 48(1): 239-250 (2002)
79no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Nello Cristianini: On the generalization of soft margin algorithms. IEEE Transactions on Information Theory 48(10): 2721-2735 (2002)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuma Lodhi, Grigoris J. Karakoulas, John Shawe-Taylor: Boosting strategy for classification. Intell. Data Anal. 6(2): 149-174 (2002)
77no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNello Cristianini, John Shawe-Taylor, Huma Lodhi: Latent Semantic Kernels. J. Intell. Inf. Syst. 18(2-3): 127-152 (2002)
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuma Lodhi, Craig Saunders, John Shawe-Taylor, Nello Cristianini, Christopher J. C. H. Watkins: Text Classification using String Kernels. Journal of Machine Learning Research 2: 419-444 (2002)
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Marchand, John Shawe-Taylor: The Set Covering Machine. Journal of Machine Learning Research 3: 723-746 (2002)
74no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyhan Demiriz, Kristin P. Bennett, John Shawe-Taylor: Linear Programming Boosting via Column Generation. Machine Learning 46(1-3): 225-254 (2002)
73no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYves Van de Peer, John Shawe-Taylor, Jayabalan Joseph, Axel Meyer: Wanda: a database of duplicated fish genes. Nucleic Acids Research 30(1): 109-112 (2002)
2001
72no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThorsten Joachims, Nello Cristianini, John Shawe-Taylor: Composite Kernels for Hypertext Categorisation. ICML 2001: 250-257
71no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Marchand, John Shawe-Taylor: Learning with the Set Covering Machine. ICML 2001: 345-352
70no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNello Cristianini, John Shawe-Taylor, Huma Lodhi: Latent Semantic Kernels. ICML 2001: 66-73
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNello Cristianini, John Shawe-Taylor, André Elisseeff, Jaz S. Kandola: On Kernel-Target Alignment. NIPS 2001: 367-373
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Nello Cristianini, Jaz S. Kandola: On the Concentration of Spectral Properties. NIPS 2001: 511-517
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNello Cristianini, John Shawe-Taylor, Jaz S. Kandola: Spectral Kernel Methods for Clustering. NIPS 2001: 649-655
66no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Neural Network Learning: Theoretical Foundation. AI Magazine 22(2): 99-100 (2001)
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Burge, John Shawe-Taylor: An Unsupervised Neural Network Approach to Profiling the Behavior of Mobile Phone Users for Use in Fraud Detection. J. Parallel Distrib. Comput. 61(7): 915-925 (2001)
64no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernhard Schölkopf, John C. Platt, John Shawe-Taylor, Alex J. Smola, Robert C. Williamson: Estimating the Support of a High-Dimensional Distribution. Neural Computation 13(7): 1443-1471 (2001)
2000
63no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThore Graepel, Ralf Herbrich, John Shawe-Taylor: Generalisation Error Bounds for Sparse Linear Classifiers. COLT 2000: 298-303
62no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRalf Herbrich, Thore Graepel, John Shawe-Taylor: Sparsity vs. Large Margins for Linear Classifiers. COLT 2000: 304-308
61no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristin P. Bennett, Ayhan Demiriz, John Shawe-Taylor: A Column Generation Algorithm For Boosting. ICML 2000: 65-72
60no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthias Rychetsky, John Shawe-Taylor, Manfred Glesner: Direct Bayes Point Machines. ICML 2000: 815-822
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuma Lodhi, Grigoris J. Karakoulas, John Shawe-Taylor: Boosting the Margin Distribution. IDEAL 2000: 54-59
58no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuma Lodhi, John Shawe-Taylor, Nello Cristianini, Christopher J. C. H. Watkins: Text Classification using String Kernels. NIPS 2000: 563-569
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBarry Rising, John Shawe-Taylor, Janez Zerovnik: Graph Colouring by Maximal Evidence Edge Adding. PATAT 2000: 294-308
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomaz Pisanski, John Shawe-Taylor: Characterizing Graph Drawing with Eigenvectors. Journal of Chemical Information and Computer Sciences 40(3): 567-571 (2000)
55no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristin P. Bennett, Nello Cristianini, John Shawe-Taylor, Donghui Wu: Enlarging the Margins in Perceptron Decision Trees. Machine Learning 41(3): 295-313 (2000)
1999
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYing Guo, Peter L. Bartlett, John Shawe-Taylor, Robert C. Williamson: Covering Numbers for Support Vector Machines. COLT 1999: 267-277
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Nello Cristianini: Further Results on the Margin Distribution. COLT 1999: 278-285
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNello Cristianini, Colin Campbell, John Shawe-Taylor: A multiplicative updating algorithm for training support vector machine. ESANN 1999: 189-194
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Nello Cristianini: Margin Distribution Bounds on Generalization. EuroCOLT 1999: 263-273
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Nello Cristianini: Generalization Performance of Classifiers in Terms of Observed Covering Numbers. EuroCOLT 1999: 274-284
49no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDonghui Wu, Kristin P. Bennett, Nello Cristianini, John Shawe-Taylor: Large Margin Trees for Induction and Transduction. ICML 1999: 474-483
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex J. Smola, John Shawe-Taylor, Bernhard Schölkopf, Robert C. Williamson: The Entropy Regularization Information Criterion. NIPS 1999: 342-348
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Platt, Nello Cristianini, John Shawe-Taylor: Large Margin DAGs for Multiclass Classification. NIPS 1999: 547-553
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernhard Schölkopf, Robert C. Williamson, Alex J. Smola, John Shawe-Taylor, John C. Platt: Support Vector Method for Novelty Detection. NIPS 1999: 582-588
45no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Introducing the Special Issue of Machine Learning Selected from Papers Presented at the 1997 Conference on Computational Learning Theory, COLT'97. Machine Learning 35(3): 191-192 (1999)
1998
44no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNello Cristianini, John Shawe-Taylor, Peter Sykacek: Bayesian Classifiers Are Large Margin Hyperplanes in a Hilbert Space. ICML 1998: 109-117
43no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBarry Rising, Max van Daalen, John Shawe-Taylor, Peter Burge, Janez Zerovnik: A Neural Accelerator for Graph Colouring Based on an Edge Adding Technique. NC 1998: 652-656
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNello Cristianini, Colin Campbell, John Shawe-Taylor: Dynamically Adapting Kernels in Support Vector Machines. NIPS 1998: 204-210
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGrigoris J. Karakoulas, John Shawe-Taylor: Optimizing Classifers for Imbalanced Training Sets. NIPS 1998: 253-259
40no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Classification Accuracy Based on Observed Margin. Algorithmica 22(1/2): 157-172 (1998)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Special Issue of DAM on the Vapnik-chervonenkis Dimension. Discrete Applied Mathematics 86(1): 1-2 (1998)
38no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Peter L. Bartlett, Robert C. Williamson, Martin Anthony: Structural Risk Minimization Over Data-Dependent Hierarchies. IEEE Transactions on Information Theory 44(5): 1926-1940 (1998)
1997
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Robert C. Williamson: A PAC Analysis of a Bayesian Estimator. COLT 1997: 2-9
36no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Confidence Estimates of Classification Accuracy on New Examples. EuroCOLT 1997: 260-271
35no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBarry Rising, Max van Daalen, Peter Burge, John Shawe-Taylor: Parallel Graph colouring using FPGAs. FPL 1997: 121-130
34no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Nello Cristianini: Data-Dependent Structural Risk Minimization for Perceptron Decision Trees. NIPS 1997
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Anthony, John Shawe-Taylor: A Sufficient Condition for Polynomial Distribution-dependent Learnability. Discrete Applied Mathematics 77(1): 1-12 (1997)
1996
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Peter L. Bartlett, Robert C. Williamson, Martin Anthony: A Framework for Structural Risk Minimisation. COLT 1996: 68-76
31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJonathan Baxter, John Shawe-Taylor: Learning to Compress Ergodic Sources. Data Compression Conference 1996: 423
30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Anthony, Peter L. Bartlett, Yuval Ishai, John Shawe-Taylor: Valid Generalisation from Approximate Interpolation. Combinatorics, Probability & Computing 5: 191-214 (1996)
29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Fast String Matching in Stationary Ergodic Sources. Combinatorics, Probability & Computing 5: 415-427 (1996)
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeffrey Wood, John Shawe-Taylor: Representation Theory and Invariant Neural Networks. Discrete Applied Mathematics 69(1-2): 33-60 (1996)
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJieyu Zhao, John Shawe-Taylor, Max van Daalen: Learning in Stochastic Bit Stream Neural Networks. Neural Networks 9(6): 991-998 (1996)
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeffrey Wood, John Shawe-Taylor: A unifying framework for invariant pattern recognition. Pattern Recognition Letters 17(14): 1415-1422 (1996)
1995
25no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Domingo, John Shawe-Taylor: The Complexity of Learning Minor Closed Graph Classes. ALT 1995: 249-260
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Sample Sizes for Sigmoidal Neural Networks. COLT 1995: 258-264
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Jieyu Zhao: Generalisation of A Class of Continuous Neural Networks. NIPS 1995: 267-273
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Anthony, Graham Brightwell, John Shawe-Taylor: On Specifying Boolean Functions by Labelled Examples. Discrete Applied Mathematics 61(1): 1-25 (1995)
21no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Sample Sizes for Threshold Networks with Equivalences Inf. Comput. 118(1): 65-72 (1995)
1994
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPatrick W. Fowler, Tomaz Pisanski, John Shawe-Taylor: Molecular Graph Eigenvectors for Molecular Coordinates. Graph Drawing 1994: 282-285
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Anthony, John Shawe-Taylor: A Result of Vapnik with Applications. Discrete Applied Mathematics 52(2): 211 (1994)
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Coverings of complete bipartite graphs and associated structures. Discrete Mathematics 134(1-3): 151-160 (1994)
17no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Jeavons, David A. Cohen, John Shawe-Taylor: Generating binary sequences for stochastic computing. IEEE Transactions on Information Theory 40(3): 716-720 (1994)
16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Tomaz Pisanski: Homeomorphism of 2-Complexes is Graph Isomorphism Complete. SIAM J. Comput. 23(1): 120-132 (1994)
15no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJong Yong Kim, John Shawe-Taylor: Fast String Matching using an n -gram Algorithm. Softw., Pract. Exper. 24(1): 79-88 (1994)
1993
14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Anthony, John Shawe-Taylor: Using the Perceptron Algorithm to Find Consistent Hypotheses. Combinatorics, Probability & Computing 2: 385-387 (1993)
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Martin Anthony, Norman Biggs: Bounding Sample Size with the Vapnik-Chervonenkis Dimension. Discrete Applied Mathematics 42(1): 65-73 (1993)
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Anthony, John Shawe-Taylor: A Result of Vapnik with Applications. Discrete Applied Mathematics 47(3): 207-217 (1993)
1992
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Anthony, Graham Brightwell, David A. Cohen, John Shawe-Taylor: On Exact Specification by Examples. COLT 1992: 311-318
10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJong Yong Kim, John Shawe-Taylor: Fast Multiple Keyword Searching. CPM 1992: 41-51
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, Martin Anthony, Walter Kern: Classes of feedforward neural networks and their circuit complexity. Neural Networks 5(6): 971-977 (1992)
8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJong Yong Kim, John Shawe-Taylor: An Approximate String-Matching Algorithm. Theor. Comput. Sci. 92(1): 107-117 (1992)
1991
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor: Threshold Network Learning in the Presence of Equivalences. NIPS 1991: 879-886
1990
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Anthony, Norman Biggs, John Shawe-Taylor: The Learnability of Formal Concepts. COLT 1990: 246-257
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Shawe-Taylor, David A. Cohen: Linear programming algorithm for neural networks. Neural Networks 3(5): 575-582 (1990)
1987
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris D. Godsil, John Shawe-Taylor: Distance-regularised graphs are distance-regular or distance-biregular. J. Comb. Theory, Ser. B 43(1): 14-24 (1987)
1985
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBojan Mohar, John Shawe-Taylor: Distance-biregular graphs with 2-valent vertices and distance-regular line graphs. J. Comb. Theory, Ser. B 38(3): 193-203 (1985)
1983
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomaz Pisanski, John Shawe-Taylor, Joze Vrabec: Edge-colorability of graph bundles. J. Comb. Theory, Ser. B 35(1): 12-19 (1983)
1981
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomaz Pisanski, John Shawe-Taylor: Search for minimal trivalent cycle permutation graphs with girth nine. Discrete Mathematics 36(1): 113-115 (1981)

Coauthor Index

1Moray Allan [108]
2Amiran Ambroladze [95] [101] [115] [122]
3Martin Anthony [6] [9] [11] [12] [13] [14] [19] [22] [30] [32] [33] [38]
4Cédric Archambeau [126]
5Peter L. Bartlett [30] [32] [38] [54] [80]
6Jonathan Baxter [31]
7Kristin P. Bennett [49] [55] [61] [74]
8Michael R. Berthold [131]
9Tijl De Bie [118]
10Norman Biggs [6] [13]
11Christopher M. Bishop [108]
12Michael J. Brammer [127]
13André Brechmann [136]
14Graham Brightwell [11] [22]
15Wray L. Buntine [137] [138]
16Peter Burge [35] [43] [65]
17Colin Campbell [42] [52]
18Nicola Cancedda [81]
19Nicolò Cesa-Bianchi [81]
20Olivier Chapelle [108]
21David A. Cohen [5] [11] [17]
22Alex Conconi [81]
23Dan Cornford [126]
24Nello Cristianini [34] [42] [44] [47] [49] [50] [51] [52] [53] [55] [58] [67] [68] [69] [70] [72] [76] [77] [79] [83] [87] [90] [91] [106]
25Max van Daalen [27] [35] [43]
26Navneet Dalal [108]
27Ayhan Demiriz [61] [74]
28Thomas Deselaers [108]
29Alexander N. Dolia [118] [125]
30Carlos Domingo [25]
31Gyuri Dorkó [108]
32Stefan Duffner [108]
33Simon Durrant [136]
34Jan Eichhorn [108]
35André Elisseeff [69]
36Mark Everingham [108]
37Jason D. R. Farquhar [100] [107] [108]
38Patrick W. Fowler [20]
39Mario Fritz [108]
40Christophe Garcia [108]
41Claudio Gentile [81]
42Marco Gillies [132]
43Manfred Glesner [60]
44Chris D. Godsil (C. D. Godsil) [4]
45Luc J. Van Gool [108]
46Cyril Goutte [81]
47Thore Graepel [62] [63] [81] [92] [96] [104]
48Tom Griffiths [108]
49Marko Grobelnik [121] [137] [138]
50Steve R. Gunn [121]
51Ying Guo [54] [80]
52David R. Hardoon [97] [99] [107] [120] [127] [133] [136]
53Christopher J. Harris [118] [125]
54Matthew Henderson [112]
55Ralf Herbrich [62] [63] [89] [92] [104]
56Zakria Hussain [128] [134]
57Yuval Ishai [30]
58Nathalie Japkowicz [82]
59Peter Jeavons (Peter G. Jeavons) [17]
60Thorsten Joachims [72]
61Jayabalan Joseph [73]
62Frédéric Jurie [108]
63Jaz S. Kandola [67] [68] [69] [83] [89] [90] [91] [96] [106]
64Grigoris J. Karakoulas [41] [59] [78]
65Walter Kern [9]
66Daniel Keysers [108]
67Andriy Kharechko [92]
68Jong Yong Kim [8] [10] [15]
69Markus Koskela [108]
70Jorma Laaksonen [108]
71John Langford [85]
72Diane Larlus [108]
73Nada Lavrac [131]
74Alain Lehmann [116]
75Bastian Leibe [108]
76Jure Leskovec [94]
77Shutao Li [98] [103]
78Yaoyong Li [81] [89] [114] [124]
79Huma Lodhi [58] [59] [70] [76] [77] [78]
80Mario Marchand [71] [75] [82] [93]
81Anders Meng [109]
82Hongying Meng [100] [107] [108]
83Axel Meyer [73]
84Eduardo R. Miranda [136]
85Janaina Mourão Miranda [127]
86Dunja Mladenic [137] [138]
87Bojan Mohar [3]
88Hermann Ney [108]
89Z. B. Ögel [135]
90Manfred Opper [126]
91S. Özögür-Akyüz [135]
92Xueni Pan [132]
93Emilio Parrado-Hernández [115] [122]
94Yves Van de Peer [73]
95Tomaz Pisanski [1] [2] [16] [20] [56]
96John C. Platt [46] [47] [64]
97Jean-Michel Renders [81]
98Barry Rising [35] [43] [57]
99Juho Rousu [105] [110] [113]
100Matthias Rychetsky [60]
101Craig Saunders [76] [84] [88] [99] [110] [113] [120] [121] [133]
102Henning Scheich [136]
103Bernt Schiele [108]
104Cordelia Schmid [108]
105Bernhard Schölkopf [46] [48] [64]
106Edgar Seemann [108]
107Mohak Shah [93]
108Yuan Shen [126]
109Yoram Singer [102]
110Mel Slater [132]
111Alexander J. Smola (Alex J. Smola) [46] [48] [64]
112Marina Sokolova [82] [93]
113Amos J. Storkey [108]
114Peter Sykacek [44]
115Sándor Szedmák [97] [100] [107] [108] [110] [113] [117] [120] [123] [130]
116D. M. Titterington (D. Mike Titterington) [118] [125]
117Bill Triggs [108]
118Petroula Tsampouka [111] [119] [129]
119Hauke Tschach [88]
120Ilkay Ulusoy [108]
121Ville Viitaniemi [108]
122Alexei Vinokourov [81] [84] [87]
123Joze Vrabec [2]
124Zhuoran Wang [130]
125Christopher J. C. H. Watkins [58] [76]
126G.-W. Weber [135]
127Gerhard Widmer [99] [133]
128Christopher K. I. Williams [86] [90] [91] [106] [108]
129Robert C. Williamson [32] [37] [38] [46] [48] [54] [64] [80]
130Jeffrey Wood [26] [28]
131Donghui Wu [49] [55]
132Hugo Zaragoza [89]
133Janez Zerovnik [43] [57] [112]
134Jianguo Zhang [108]
135Jieyu Zhao [23] [27]
136Andrew Zisserman [108]

Colors in the list of coauthors

Copyright © Fri Nov 20 16:48:08 2009 by Michael Ley (ley@uni-trier.de)