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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I (Paperback, 2012 ed.)
Peter A. Flach, Tijl De Bie, Nello Cristianini
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R1,750
Discovery Miles 17 500
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Ships in 10 - 15 working days
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This two-volume set LNAI 7523 and LNAI 7524 constitutes the
refereed proceedings of the European Conference on Machine Learning
and Knowledge Discovery in Databases: ECML PKDD 2012, held in
Bristol, UK, in September 2012. The 105 revised research papers
presented together with 5 invited talks were carefully reviewed and
selected from 443 submissions. The final sections of the
proceedings are devoted to Demo and Nectar papers. The Demo track
includes 10 papers (from 19 submissions) and the Nectar track
includes 4 papers (from 14 submissions). The papers grouped in
topical sections on association rules and frequent patterns;
Bayesian learning and graphical models; classification;
dimensionality reduction, feature selection and extraction;
distance-based methods and kernels; ensemble methods; graph and
tree mining; large-scale, distributed and parallel mining and
learning; multi-relational mining and learning; multi-task
learning; natural language processing; online learning and data
streams; privacy and security; rankings and recommendations;
reinforcement learning and planning; rule mining and subgroup
discovery; semi-supervised and transductive learning; sensor data;
sequence and string mining; social network mining; spatial and
geographical data mining; statistical methods and evaluation; time
series and temporal data mining; and transfer learning.
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II (Paperback, 2012 ed.)
Peter A. Flach, Tijl De Bie, Nello Cristianini
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R1,746
Discovery Miles 17 460
|
Ships in 10 - 15 working days
|
This two-volume set LNAI 7523 and LNAI 7524 constitutes the
refereed proceedings of the European Conference on Machine Learning
and Knowledge Discovery in Databases: ECML PKDD 2012, held in
Bristol, UK, in September 2012. The 105 revised research papers
presented together with 5 invited talks were carefully reviewed and
selected from 443 submissions. The final sections of the
proceedings are devoted to Demo and Nectar papers. The Demo track
includes 10 papers (from 19 submissions) and the Nectar track
includes 4 papers (from 14 submissions). The papers grouped in
topical sections on association rules and frequent patterns;
Bayesian learning and graphical models; classification;
dimensionality reduction, feature selection and extraction;
distance-based methods and kernels; ensemble methods; graph and
tree mining; large-scale, distributed and parallel mining and
learning; multi-relational mining and learning; multi-task
learning; natural language processing; online learning and data
streams; privacy and security; rankings and recommendations;
reinforcement learning and planning; rule mining and subgroup
discovery; semi-supervised and transductive learning; sensor data;
sequence and string mining; social network mining; spatial and
geographical data mining; statistical methods and evaluation; time
series and temporal data mining; and transfer learning.
This book constitutes the refereed conference proceedings of the
14th International Conference on Intelligent Data Analysis, which
was held in October 2015 in Saint Etienne. France. The 29 revised
full papers were carefully reviewed and selected from 65
submissions. The traditional focus of the IDA symposium series is
on end-to-end intelligent support for data analysis. The symposium
aims to provide a forum for inspiring research contributions that
might be considered preliminary in other leading conferences and
journals, but that have a potentially dramatic impact. To
facilitate this, IDA 2015 will feature two tracks: a regular
"Proceedings" track, as well as a "Horizon" track for early-stage
research of potentially ground-breaking nature.
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Discovery Miles 3 300
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