-
2
-
-
0003408420
-
-
MIT Press, Cambridge
-
Schölkopf, B., Smola, A.J.: Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. MIT Press, Cambridge (2001)
-
(2001)
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
-
-
Schölkopf, B.1
Smola, A.J.2
-
3
-
-
77951950367
-
Graph kernels
-
Vishwanathan, S.V.N., Schraudolph, N.N., Kondor, R.I., Borgwardt, K.M.: Graph kernels. Journal of Machine Learning Research 11, 1201-1242 (2010)
-
(2010)
Journal of Machine Learning Research
, vol.11
, pp. 1201-1242
-
-
Vishwanathan, S.V.N.1
Schraudolph, N.N.2
Kondor, R.I.3
Borgwardt, K.M.4
-
4
-
-
80555129683
-
Weisfeiler-lehman graph kernels
-
Shervashidze, N., Schweitzer, P., van Leeuwen, E.J., Mehlhorn, K., Borgwardt, K.M.: Weisfeiler-lehman graph kernels. J. Mach. Learn. Res. 12, 2539-2561 (2011)
-
(2011)
J. Mach. Learn. Res.
, vol.12
, pp. 2539-2561
-
-
Shervashidze, N.1
Schweitzer, P.2
Van Leeuwen, E.J.3
Mehlhorn, K.4
Borgwardt, K.M.5
-
5
-
-
84861744309
-
Graph kernels for RDF data
-
Simperl, E., Cimiano, P., Polleres, A., Corcho, O., Presutti, V. (eds.) ESWC 2012. Springer, Heidelberg
-
Lösch, U., Bloehdorn, S., Rettinger, A.: Graph kernels for RDF data. In: Simperl, E., Cimiano, P., Polleres, A., Corcho, O., Presutti, V. (eds.) ESWC 2012. LNCS, vol. 7295, pp. 134-148. Springer, Heidelberg (2012)
-
(2012)
LNCS
, vol.7295
, pp. 134-148
-
-
Lösch, U.1
Bloehdorn, S.2
Rettinger, A.3
-
6
-
-
49949085013
-
Kernel methods for mining instance data in ontologies
-
Aberer, K., et al. (eds.) ISWC/ASWC 2007. Springer, Heidelberg
-
Bloehdorn, S., Sure, Y.: Kernel methods for mining instance data in ontologies. In: Aberer, K., et al. (eds.) ISWC/ASWC 2007. LNCS, vol. 4825, pp. 58-71. Springer, Heidelberg (2007)
-
(2007)
LNCS
, vol.4825
, pp. 58-71
-
-
Bloehdorn, S.1
Sure, Y.2
-
7
-
-
79960044943
-
Relational kernel machines for learning from graph-structured RDF data
-
Antoniou, G., Grobelnik, M., Simperl, E., Parsia, B., Plexousakis, D., De Leenheer, P., Pan, J. (eds.) ESWC 2011, Part I. Springer, Heidelberg
-
Bicer, V., Tran, T., Gossen, A.: Relational kernel machines for learning from graph-structured RDF data. In: Antoniou, G., Grobelnik, M., Simperl, E., Parsia, B., Plexousakis, D., De Leenheer, P., Pan, J. (eds.) ESWC 2011, Part I. LNCS, vol. 6643, pp. 47-62. Springer, Heidelberg (2011)
-
(2011)
LNCS
, vol.6643
, pp. 47-62
-
-
Bicer, V.1
Tran, T.2
Gossen, A.3
-
8
-
-
33750354420
-
A declarative kernel for ALC concept descriptions
-
Esposito, F., Raś, Z.W., Malerba, D., Semeraro, G. (eds.) ISMIS 2006. Springer, Heidelberg
-
Fanizzi, N., d'Amato, C.: A declarative kernel for ALC concept descriptions. In: Esposito, F., Raś, Z.W., Malerba, D., Semeraro, G. (eds.) ISMIS 2006. LNCS (LNAI), vol. 4203, pp. 322-331. Springer, Heidelberg (2006)
-
(2006)
LNCS (LNAI)
, vol.4203
, pp. 322-331
-
-
Fanizzi, N.1
D'Amato, C.2
-
9
-
-
57349094275
-
Statistical learning for inductive query answering on OWL ontologies
-
Sheth, A.P., Staab, S., Dean, M., Paolucci, M., Maynard, D., Finin, T., Thirunarayan, K. (eds.) ISWC 2008. Springer, Heidelberg
-
Fanizzi, N., d'Amato, C., Esposito, F.: Statistical learning for inductive query answering on OWL ontologies. In: Sheth, A.P., Staab, S., Dean, M., Paolucci, M., Maynard, D., Finin, T., Thirunarayan, K. (eds.) ISWC 2008. LNCS, vol. 5318, pp. 195-212. Springer, Heidelberg (2008)
-
(2008)
LNCS
, vol.5318
, pp. 195-212
-
-
Fanizzi, N.1
D'Amato, C.2
Esposito, F.3
-
10
-
-
70349969739
-
Statistical relational learning with formal ontologies
-
Buntine, W., Grobelnik, M., Mladenić, D., Shawe-Taylor, J. (eds.) ECML PKDD 2009, Part II. Springer, Heidelberg
-
Rettinger, A., Nickles, M., Tresp, V.: Statistical relational learning with formal ontologies. In: Buntine, W., Grobelnik, M., Mladenić, D., Shawe-Taylor, J. (eds.) ECML PKDD 2009, Part II. LNCS, vol. 5782, pp. 286-301. Springer, Heidelberg (2009)
-
(2009)
LNCS
, vol.5782
, pp. 286-301
-
-
Rettinger, A.1
Nickles, M.2
Tresp, V.3
-
11
-
-
77957984823
-
Fast subtree kernels on graphs
-
Bengio, Y., Schuurmans, D., Lafferty, J.D., Williams, C.K.I., Culotta, A. (eds.) Curran Associates, Inc.
-
Shervashidze, N., Borgwardt, K.M.: Fast subtree kernels on graphs. In: Bengio, Y., Schuurmans, D., Lafferty, J.D., Williams, C.K.I., Culotta, A. (eds.) NIPS, pp. 1660-1668. Curran Associates, Inc. (2009)
-
(2009)
NIPS
, pp. 1660-1668
-
-
Shervashidze, N.1
Borgwardt, K.M.2
-
12
-
-
0004019973
-
-
Technical Report UCS-CRL-99-10, University of California at Santa Cruz, Santa Cruz, CA, USA
-
Haussler, D.: Convolution kernels on discrete structures. Technical Report UCS-CRL-99-10, University of California at Santa Cruz, Santa Cruz, CA, USA (1999)
-
(1999)
Convolution Kernels on Discrete Structures
-
-
Haussler, D.1
-
13
-
-
79955702502
-
LIBSVM: A library for support vector machines
-
Software available at
-
Chang, C.C., Lin, C.J.: LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology 2, 27:1-27:27 (2011), Software available at http://www.csie.ntu.edu.tw/∼cjlin/libsvm
-
(2011)
ACM Transactions on Intelligent Systems and Technology
, vol.2
-
-
Chang, C.C.1
Lin, C.J.2
-
14
-
-
33744824359
-
The SWRC ontology - Semantic web for research communities
-
Bento, C., Cardoso, A., Dias, G. (eds.) EPIA 2005. Springer, Heidelberg
-
Sure, Y., Bloehdorn, S., Haase, P., Hartmann, J., Oberle, D.: The SWRC ontology - semantic web for research communities. In: Bento, C., Cardoso, A., Dias, G. (eds.) EPIA 2005. LNCS (LNAI), vol. 3808, pp. 218-231. Springer, Heidelberg (2005)
-
(2005)
LNCS (LNAI)
, vol.3808
, pp. 218-231
-
-
Sure, Y.1
Bloehdorn, S.2
Haase, P.3
Hartmann, J.4
Oberle, D.5
-
15
-
-
50949133669
-
LIBLINEAR: A library for large linear classification
-
Fan, R.E., Chang, K.W., Hsieh, C.J., Wang, X.R., Lin, C.J.: LIBLINEAR: A library for large linear classification. Journal of Machine Learning Research 9, 1871-1874 (2008)
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 1871-1874
-
-
Fan, R.E.1
Chang, K.W.2
Hsieh, C.J.3
Wang, X.R.4
Lin, C.J.5
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