Machine Learning, Volume 78, 2010 (original) (raw)



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Volume 78, Numbers 1-2, January 2010

José L. Balcázar
, Albert Bifet
, Antoni Lozano
:
Mining frequent closed rooted trees. 1-33

Masashi Sugiyama, Tsuyoshi Idé
, Shinichi Nakajima, Jun Sese:
Semi-supervised local Fisher discriminant analysis for dimensionality reduction. 35-61

Manfred K. Warmuth, Dima Kuzmin:
Bayesian generalized probability calculus for density matrices. 63-101

Charles Dugas, David Gadoury:
Pointwise exact bootstrap distributions of ROC curves. 103-136

Isaac Martín de Diego
, Alberto Muñoz
, Javier M. Moguerza
:
Methods for the combination of kernel matrices within a support vector framework. 137-174

François Laviolette, Mario Marchand
, Mohak Shah, Sara Shanian:
Learning the set covering machine by bound minimization and margin-sparsity trade-off. 175-201

Jens Lehmann
, Pascal Hitzler:
Concept learning in description logics using refinement operators. 203-250

Daan Fierens, Jan Ramon, Hendrik Blockeel
, Maurice Bruynooghe:
A comparison of pruning criteria for probability trees. 251-285
Volume 78, Number 3, March 2010

Philip M. Long, Rocco A. Servedio:
Random classification noise defeats all convex potential boosters. 287-304

Niels Landwehr, Andrea Passerini
, Luc De Raedt
, Paolo Frasconi:
Fast learning of relational kernels. 305-342

Frederik Janssen, Johannes Fürnkranz
:
On the quest for optimal rule learning heuristics. 343-379

Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Domingo Ortiz-Boyer
:
A cooperative coevolutionary algorithm for instance selection for instance-based learning. 381-420

Janez Demsar:
Algorithms for subsetting attribute values with Relief. 421-428

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