Machine Learning, Volume 78, 2010
Volume 78, Numbers 1-2, January 2010

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
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
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



