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Discusses the customized information technology training program used in the merger of the information technology departments when DTE Energy Co. merged with MCN Energy Group and Michigan Consolidated Gas Co. in 2001. Goal for using the Knowledge Builder program; Courses created for the program; ...
Analogous to the tree in Robert Frost's simple poem "Tree at my Window," whose knowledge of nature the author wishes to share, I think all of us in medicine experience the trepidation you describe at the seemingly overwhelming odyssey on which we embark to cultivate the science of an...
Knowledge Compilation for Model Counting: Affine Decision Trees (IJCAI 2013) Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas [Paper] Understanding Variable Importances in Forests of Randomized Trees (NIPS 2013) Gilles Louppe, Louis Wehenkel, Antonio Sutera, Pierre Geurts [Pape...
This methodology, which to the best of our knowledge is new to the dynamic security assessment (DSA) of power systems, is also very effective in evaluating the importance of and interaction among the various WASI input features. Our research unexpectedly showed that the ensemble of trees in the...
Firstly, this process is often subjective and relies heavily on human expertise and domain knowledge. Secondly, creating and refining manual features can be a time-consuming process [24]. Lastly, manual feature design typically explores only a limited set of features, potentially missing crucial ...
According to the authors’ best knowledge, the ultimate strain of bars is only investigated experimentally in many studies [10,20]; no ML-based models have been proposed for determining this significant parameter. In this context, the prime goal of this study was to evaluate tree-based ML-...
courses providers and the public seeking professional health treatments, CPD and Accredited courses. ThinkTree aspires to create happier, healthier people by bringing together the worlds of medicine, therapy, SPA/wellness, sport and training through an innovative membership hub for practitioners, educatio...
Our understanding of tropical forest ecology, productivity and carbon storage and how they may respond to environmental change is hindered by this lack of knowledge. This limited understanding also curtails scientific input into land use, biodiversity, climate and other forest-related policy and ...
3.1. Syntactic annotation of German The syntactic annotation of the target text in a parallel training corpus has various effects for string-to-tree translation modelling. Non-terminal symbols constrain which rule rewrites are allowed during parsing, and the size of its vocabulary is a trade-off ...