BibSonomy publications for /concept/user/sb3000/kernels

A survey of kernels for structured data

sb3000 — 2008-05-19T16:15:49+02:00

Thomas Gärtner ACM SIGKDD Explorations Newsletter5(1):49-58(2003)

A Semantic Kernel to Exploit Linguistic Knowledge

sb3000 — 2008-05-16T17:01:12+02:00

Roberto Basili und Marco Cammisa und Alessandro Moschitti AI*IA 2005: Advances in Artificial Intelligence --- Proceedings of the 9th Congress of the Italian Association for Artificial Intelligence, September 21-32, 2005, Milan, Italy, Volume3673vonLecture Notes in Computer Science, Seite290--302. Springer, Berlin--Heidelberg, Germany, (2005)

Kernel Methods for Mining Instance Data in Ontologies

sb3000 — 2008-05-16T16:56:35+02:00

Stephan Bloehdorn und York Sure The Semantic Web --- Proceedings of the 6th International Semantic Web Conference and the 2nd Asian Semantic Web Conference (ISWC 2007 + ASWC 2007), November 11-15, 2007, Busan, Korea, Volume4825vonLecture Notes in Computer Science, Seite58--71. Springer, Berlin--Heidelberg, Germany, (2007)

A Declarative Kernel for ALC Concept Descriptions

sb3000 — 2008-05-16T16:49:13+02:00

Nicola Fanizzi und Claudia d'Amato Foundations of Intelligent Systems, 16th International Symposium,, Volume4203vonLecture Notes in Computer Science, Seite322-331. Springer, Berlin--Heidelberg, Germany, (2006)

Declarative Kernels

sb3000 — 2008-05-16T16:42:41+02:00

P. Frasconi und A. Passerini und S. Muggleton und H. Lodhi RT 2/2004. Dipartimento di Sistemi e Informatica, Universit`a di Firenze, Florence, Italy, (2004)

Semantic Role Labeling via FrameNet, VerbNet and PropBank

sb3000 — 2008-05-16T16:41:48+02:00

Ana-Maria Giuglea und Alessandro Moschitti Proceedings of the 44th Annual Meeting of the Association for Computational Linguistics (ACL 2006). July 17-21, 2006, Sydney, Australia, Association for Computational Linguistics, Morristown, NJ, USA, (2006)

A Study on Convolution Kernels for Shallow Statistic Parsing

sb3000 — 2008-05-16T16:39:43+02:00

Alessandro Moschitti Proceedings of the 42th Annual Meeting on Association for Computational Linguistics (ACL 2004), July 21-26, 2004, Barcelona, Spain, Seite335-342. Association for Computational Linguistics, Morristown, NJ, (2004)

Dependency Tree Kernels for Relation Extraction

sb3000 — 2008-05-16T16:39:18+02:00

Aron Culotta und Jeffrey Sorensen Proceedings of the 42th Annual Meeting on Association for Computational Linguistics (ACL 2004), July 21-26, 2004, Barcelona, Spain, Seite423--429. Association for Computational Linguistics, Morristown, NJ, (2004)

Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees

sb3000 — 2008-05-16T16:35:59+02:00

Alessandro Moschitti Proceedings of the 17th European Conference on Machine Learning (ECML 2006), September 18-22, 2006, Berlin, Germany, Volume4212vonLecture Notes in Computer Science, Seite318--329. Springer, Berlin--Heidelberg, Germany, (2006)

Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification

sb3000 — 2008-05-16T16:35:51+02:00

Dimitrios Mavroeidis und George Tsatsaronis und Michalis Vazirgiannis und Martin Theobald und Gerhard Weikum Knowledge Discovery in Databases --- Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), October 3-7, 2005, Porto, Portugal, Volume3721vonLecture Notes in Computer Science, Seite181--192. Springer, Berlin--Heidelberg, Germany, (2005)

Semantic Distances for Sets of Senses and Applications in Word Sense Disambiguation

sb3000 — 2008-05-16T16:35:43+02:00

Dimitrios Mavroeidis und George Tsatsaronis und Michalis Vazirgiannis Knowledge Mining --- Proceedings of NEMIS 2004 Final Conference, 3rd International Workshop in Text Mining and its Applications, October 25, 2004, Athens, Greece, Volume185vonStudies in Fuzziness and Soft Computing, Seite93-108. Springer, Berlin--Heidelberg, Germany, (2005)

Convolution Kernels on Discrete Structures

sb3000 — 2008-05-16T16:08:25+02:00

D. Haussler Technical Report, UCS-CRL-99-10. University of California at Santa Cruz, Santa Cruz, CA, USA, (1999)

Kernel Methods in Machine Learning

sb3000 — 2008-05-16T15:44:19+02:00

Thomas Hofmann und Bernhard Scholkopf und Alexander J. Smola Published online at arXiv.org http://arxiv.org/abs/math/0701907v2., (2007) To appear in Annals of Statistics, 2008. .

Some Results on Tchebycheffian Spline Functions

sb3000 — 2008-05-16T15:07:15+02:00

G. S. Kimeldorf und G. Wahba Journal of Mathematical Analysis and Applications33(1):82--95(1971)

Diffusion Kernels on Graphs and Other Discrete Input Spaces

sb3000 — 2008-05-16T15:00:41+02:00

Risi Imre Kondor und John D. Lafferty Proceedings of the 19th International Conference on Machine Learning (ICML 2002), July 8-12, 2002, Sydney, Australia, Seite315--322. Morgan-Kaufman Publishers, San Francisco, CA, USA, (2002)

On Kernel Methods for Relational Learning.

sb3000 — 2008-05-16T14:31:59+02:00

Chad M. Cumby und Dan Roth Proceedings of the 20th International Conference on Machine Learning (ICML 2003), August 21-24, 2003, Washington, DC, USA, Seite107-114. AAAI Press, Chicago, IL, USA, (2003)

Evolutionary Learning with Kernels: A Generic Solution for Large Margin Problems

sb3000 — 2008-05-16T13:59:54+02:00

Ingo Mierswa Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation (GECCO '06), July 8-12, 2006, Seattle, Washington, USA, Seite1553--1560. ACM Press, New York, NY, USA, (2006)

Learning with non-positive kernels

sb3000 — 2008-05-16T13:34:04+02:00

Cheng Soon Ong und Xavier Mary und Stéphane Canu und Alexander J. Smola Proceedings of the 21st International Conference on Machine Learning (ICML 2004), July 4-8, 2004, Banff, Alberta, Canada, Seite81. ACM Press, New York, NY, USA, (2004)

Support Vector Machines Based on a Semantic Kernel for Text Categorization

sb3000 — 2008-05-16T13:21:47+02:00

Georges Siolas und Florence d'Alche Buc IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN), 5, Seite205-209. IEEE Computer Society, Washington, DC, USA, (2000)

Fast Kernels for String and Tree Matching.

sb3000 — 2008-05-16T12:38:25+02:00

S. V. N. Vishwanathan und Alexander J. Smola Kernels and Bioinformatics, MIT Press, Cambridge, MA, USA, (2004)