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Gaussian Graphical Models: An Algebraic and Geometric Perspective [PDF]
Gaussian graphical models are used throughout the natural sciences, social sciences, and economics to model the statistical relationships between variables of interest in the form of a graph. We here provide a pedagogic introduction to Gaussian graphical models and review recent results on maximum likelihood estimation for such models.
Caroline Uhler
arxiv +5 more sources
Operations for Learning with Graphical Models [PDF]
This paper is a multidisciplinary review of empirical, statistical learning from a graphical model perspective. Well-known examples of graphical models include Bayesian networks, directed graphs representing a Markov chain, and undirected networks representing a Markov field.
Buntine, W. L.
arxiv +3 more sources
A strategic and operational view of competitiveness and cohesion in the European context [PDF]
The persistence of spatial developmental disparities suggests that the strategic directions of any initiative targeting regional competitiveness should follow the lines of (1) maximizing its competitive impact and (2) matching the territorial specificity.
Valentin COJANU
doaj +2 more sources
Building information modeling (BIM) is undeniably the most important trend in the digitization of the construction sector in recent years. BIM models currently being built are extremely geometrically rich, that is, they are modeled at a high level of ...
Andrzej Szymon Borkowski, Marta Maroń
doaj +4 more sources
Perspectives on the Analysis of Graphical Documents
Graphics Recognition is a branch of document analysis that focuses on the recovery of graphical information in documents. Graphics consist of spatial arrangements of symbols ; examples include engineering drawings, maps, architectural drawings, music scores, tables, and charts.
Josep Lladós
+8 more sources
MTC: Visualization method of assessing physical movements with dribbling performance of basketball based in 3D Space [PDF]
We present a basketball training visualization method – Motion Time Cylinder (MTC) designed to help novice players learn basketball techniques more easily.
Mengru Liu, Newman Lau, Kelly Tang
doaj +1 more source
The roles of motion, gesture, and embodied action in the processing of mathematical concepts
This article discusses perspective and frame of reference in the metaphorical description of mathematical concepts in terms of motions, gestures, and embodied actions. When a mathematical concept is described metaphorically in terms of gestures, embodied
Omid Khatin-Zadeh+5 more
doaj +1 more source
The concept of derivative is used in many areas including applied problems and requiring mathematical modelling in different disciplines. One of the most important approaches for teaching the derivative is to support students in visualizing the concept ...
Aytug Ozaltun-Celik
doaj +1 more source
A unifying causal framework for analyzing dataset shift-stable learning algorithms
Recent interest in the external validity of prediction models (i.e., the problem of different train and test distributions, known as dataset shift) has produced many methods for finding predictive distributions that are invariant to dataset shifts and ...
Subbaswamy Adarsh+2 more
doaj +1 more source
A New Software for Patient Dose Extraction and Assessment from CT DICOM Images [PDF]
Introduction: Radiation dose monitoring is an important objective of radiation safety and quality assurance program. The purpose of this study was to develop an automated approach for monitoring and estimating patient radiation doses from Computed ...
Tabarak Darkal+2 more
doaj +1 more source