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Uncovering protein interaction in abstracts and text using a novel linear model and word proximity networks
(BioMed Central, 2008-09-01)
Background: We participated in three of the protein-protein interaction subtasks of the Second BioCreative Challenge: classification of abstracts relevant for protein-protein interaction (interaction article subtask [IAS]), ...
Assessing the behavior and performance of a supervised term-weighting technique for topic-based retrieval
(Elsevier Science, 2021-05)
Topic-based retrieval is the task of seeking and retrieving material related to a topic of interest. This task involves two subtasks: selecting query terms and ranking the retrieved results. Supervised approaches to assess ...
Individual precocity, temporal persistence and taskspecialization of hygienic bees from selected colonies of Apis Mellifera
(Research Inst Pomology Floriculture, 2016-06)
Hygienic behaviour is a complex trait that gives Apis mellifera L. resistance against brood diseases. Variability in the expression of hygienic behaviour is evidenced at the colonylevel and is explained by the proportion ...
Ensemble learning of runtime prediction models for gene-expression analysis workflows
(Springer, 2015-12)
The adequate management of scientific workflow applications strongly depends on the availability of accurate performance models of sub-tasks. Numerous approaches use machine learning to generate such models autonomously, ...
Individual precocity, temporal persistence, and task-specialization of hygienic bees from selected colonies of apis mellifera
(2016)
Hygienic behaviour is a complex trait that gives Apis mellifera L. resistance against brood diseases. Variability in the expression of hygienic behaviour is evidenced at the colonylevel and is explained by the proportion ...