×

Found 39 Documents (Results 1–39)

Machine learning. The art and science of algorithms that make sense of data. (English) Zbl 1267.68010

Cambridge: Cambridge University Press (ISBN 978-1-107-09639-4/hbk; 978-1-107-42222-3/pbk; 978-1-139-57541-6/ebook). xvii, 396 p. (2012).
MSC:  68-02 68T05
PDFBibTeX XMLCite
Full Text: DOI

Learning multi-class theories in ILP. (English) Zbl 1329.68205

Frasconi, Paolo (ed.) et al., Inductive logic programming. 20th international conference, ILP 2010, Florence, Italy, June 27–30, 2010. Revised papers. Berlin: Springer (ISBN 978-3-642-21294-9/pbk). Lecture Notes in Computer Science 6489. Lecture Notes in Artificial Intelligence, 6-13 (2011).
MSC:  68T05 68N17 68Q32
PDFBibTeX XMLCite
Full Text: DOI

Querying and merging heterogeneous data by approximate joins on higher-order terms. (English) Zbl 1156.68587

Železný, Filip (ed.) et al., Inductive logic programming. 18th international conference, ILP 2008, Prague, Czech Republic, September 10–12, 2008. Proceedings. Berlin: Springer (ISBN 978-3-540-85927-7/pbk). Lecture Notes in Computer Science 5194. Lecture Notes in Artificial Intelligence, 226-243 (2008).
PDFBibTeX XMLCite
Full Text: DOI Link

Combining Bayesian networks with higher-order data representations. (English) Zbl 1142.68544

Fazel Famili, A. (ed.) et al., Advances in intelligent data analysis VI. 6th international symposium on intelligent data analysis, IDA 2005, Madrid, Spain, September 8–10, 2005. Proceedings. Berlin: Springer (ISBN 3-540-28795-7/pbk). Lecture Notes in Computer Science 3646, 145-156 (2005).
MSC:  68T37 68T05
PDFBibTeX XMLCite
Full Text: DOI

An analysis of stopping and filtering criteria for rule learning. (English) Zbl 1132.68545

Boulicaut, J.-F. (ed.) et al., Machine learning: ECML 2004. 15th European conference on machine learning, Pisa, Italy, September 20–24, 2004, Proceedings. Berlin: Springer (ISBN 978-3-540-23105-9/pbk). Lecture Notes in Computer Science 3201. Lecture Notes in Artificial Intelligence, 123-133 (2004).
MSC:  68T05
PDFBibTeX XMLCite
Full Text: DOI

Hierarchical Bayesian networks: an approach to classification and learning for structured data. (English) Zbl 1128.68420

Vouros, George A. (ed.) et al., Methods and applications of artificial intelligence. Third Hellenic conference on AI, SETN 2004, Samos, Greece, May 5–8, 2004. Proceedings. Berlin: Springer (ISBN 3-540-21937-4/pbk). Lecture Notes in Computer Science 3025. Lecture Notes in Artificial Intelligence, 291-300 (2004).
MSC:  68T05 68T37
PDFBibTeX XMLCite
Full Text: DOI

On graph kernels: hardness results and efficient alternatives. (English) Zbl 1274.68312

Schölkopf, Bernhard (ed.) et al., Learning theory and kernel machines. 16th annual conference on learning theory and 7th kernel workshop, COLT/Kernel 2003, Washington, DC, USA, August 24–27, 2003. Proceedings. Berlin: Springer (ISBN 3-540-40720-0/pbk). Lect. Notes Comput. Sci. 2777, 129-143 (2003).
MSC:  68T05 68R10 68Q17
PDFBibTeX XMLCite
Full Text: DOI

Improving the AUC of probabilistic estimation trees. (English) Zbl 1257.68124

Lavrač, Nada (ed.) et al., Machine learning: ECML 2003. 14th European conference on machine learning, Cavtat-Dubrovnik, Croatia, September 22–26, 2003. Proceedings. Berlin: Springer (ISBN 3-540-20121-1/pbk). Lecture Notes in Computer Science 2837, 121-132 (2003).
MSC:  68T05 68U05
PDFBibTeX XMLCite
Full Text: DOI

Improved distances for structured data. (English) Zbl 1263.68139

Horváth, Tamás (ed.) et al., Inductive logic programming. 13th international conference, ILP 2003, Szeged, Hungary, September 29 – October 1, 2003. Proceedings. Berlin: Springer (ISBN 3-540-20144-0/pbk). Lecture Notes in Computer Science 2835, 251-268 (2003).
MSC:  68T05 68N17 68T30
PDFBibTeX XMLCite
Full Text: DOI

RSD: Relational subgroup discovery through first-order feature construction. (English) Zbl 1017.68523

Matwin, Stan (ed.) et al., Inductive logic programming. 12th international conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised papers. Berlin: Springer. Lect. Notes Comput. Sci. 2583, 149-165 (2003).
MSC:  68T05 68N17
PDFBibTeX XMLCite
Full Text: Link

Multi-relational data mining: A perspective. (English) Zbl 1053.68599

Brazdil, Pavel (ed.) et al., Progress in artificial intelligence. Knowledge extraction, multi-agent systems, logic programming, and constraint solving. 10th Portuguese conference, EPIA 2001, Porto, Portugal, December 17–20, 2001. Proceedings. Berlin: Springer (ISBN 3-540-43030-X). Lect. Notes Comput. Sci. 2258, 3-4 (2001).
MSC:  68T05 68P15
PDFBibTeX XMLCite
Full Text: Link

Machine learning: ECML 2001. 12th European conference, Freiburg, Germany, September 5–7, 2001. Proceedings. (English) Zbl 0971.00049

Lecture Notes in Computer Science 2167. Lecture Notes in Artificial Intelligence. Berlin: Springer. xviii, 618 p. (2001).
MSC:  00B25 68-06 68T05
PDFBibTeX XMLCite
Full Text: DOI

Logical characterisations of inductive learning. (English) Zbl 0970.68131

Gabbay, Dov M. (ed.) et al., Handbook of defeasible reasoning and uncertainty management systems. Vol. 4: Abductive reasoning and learning. Dordrecht: Kluwer Academic Publishers. 155-196 (2000).
MSC:  68T05 68T15
PDFBibTeX XMLCite

On the relation between abduction and inductive learning. (English) Zbl 0970.68126

Gabbay, Dov M. (ed.) et al., Handbook of defeasible reasoning and uncertainty management systems. Vol. 4: Abductive reasoning and learning. Dordrecht: Kluwer Academic Publishers. 1-33 (2000).
MSC:  68T01 68T05 68T15
PDFBibTeX XMLCite

Future directions in artificial intelligence. IFIP TC12 founding workshop collected papers, 11th international joint conference, August 1989, Detroit, MI, USA. (English) Zbl 0800.68048

Amsterdam etc.: North-Holland. XIV, 190 p. (1991).
MSC:  68-06 00B25
PDFBibTeX XMLCite

Filter Results by …

Document Type

all top 5

Year of Publication

all top 3

Main Field

all top 3

Software