Inferring biological networks with output kernel trees

Pierre Geurts (1) , Nizar Touleimat (2) , Marie Dutreix (3) , Florence d'Alché-Buc (4)

1 Department of Applied Mathematics and Computer Science [Ghent]
2 IBISC - Informatique, Biologie Intégrative et Systèmes Complexes
3 Conception synthèse et étude d'antitumoraux
4 IBISC - Informatique, Biologie Intégrative et Systèmes Complexes

Domains: Statistics [stat]; Statistics [stat]; Machine Learning [stat.ML]; Life Sciences [q-bio]; Biochemistry, Molecular Biology; Molecular biology; Life Sciences [q-bio]; Quantitative Methods [q-bio.QM]; Life Sciences [q-bio]; Genetics; Life Sciences [q-bio]; Cancer; Statistics [stat]; Statistics Theory [stat.TH]; Statistics [stat]; Methodology [stat.ME]; Statistics [stat]; Applications [stat.AP]; Life Sciences [q-bio]; Life Sciences [q-bio]; Cellular Biology; Life Sciences [q-bio]; Biochemistry, Molecular Biology; Life Sciences [q-bio]; Biochemistry, Molecular Biology; Molecular Networks [q-bio.MN]; Life Sciences [q-bio]; Biochemistry, Molecular Biology; Genomics [q-bio.GN]

Pierre Geurts, Nizar Touleimat, Marie Dutreix, Florence d'Alché-Buc. Inferring biological networks with output kernel trees. BMC Bioinformatics, 2007, 8 (Suppl 2), ⟨10.1186/1471-2105-8-S2-S4⟩. ⟨cea-01833174⟩