TY - JOUR AU - Galpert, Deborah AU - Fernández, Alberto AU - Herrera Triguero, Francisco AU - Antunes, Agostinho AU - Molina-Ruiz, Reinaldo AU - Agüero-Chapin, Guillermin PY - 2018 SN - 1471-2105 UR - http://hdl.handle.net/10481/55857 AB - Abstract Background: The development of new ortholog detection algorithms and the improvement of existing ones are of major importance in functional genomics. We have previously introduced a successful supervised pairwise ortholog classification... LA - eng PB - BMC (part of Springer Nature) KW - Ortholog detection KW - Pairwise protein similarity measures KW - Big data KW - Supervised classification KW - Imbalance data TI - Surveying alignment-free features for Ortholog detection in related yeast proteomes by using supervised big data classifiers ER -