JMLR Special Topic on Mining and Learning with Graphs and Relations

Controlling the False Discovery Rate of the Association/Causality Structure Learned with the PC Algorithm

Junning Li, Z. Jane Wang; 10(Feb):475--514, 2009.
[abs][pdf]

Scalable Collaborative Filtering Approaches for Large Recommender Systems

Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk; 10(Mar):623--656, 2009.
[abs][pdf]

Universal Kernel-Based Learning with Applications to Regular Languages

Leonid (Aryeh) Kontorovich, Boaz Nadler; 10(May):1095--1129, 2009.
[abs][pdf]

Robust Process Discovery with Artificial Negative Events

Stijn Goedertier, David Martens, Jan Vanthienen, Bart Baesens; 10(Jun):1305--1340, 2009.
[abs][pdf]