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Adnan Shahriar, Arsalan Majlesi and Arturo Montoya
This paper presents a general procedure to formulate and implement 3D elements of arbitrary order in meshes with multiple element types. This procedure includes obtaining shape functions and integration quadrature and establishing an approach for checkin...
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Alexandre M. de Carvalho and Ronaldo C. Prati
One of the significant challenges in machine learning is the classification of imbalanced data. In many situations, standard classifiers cannot learn how to distinguish minority class examples from the others. Since many real problems are unbalanced, thi...
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Alessio Martino, Alessandro Giuliani and Antonello Rizzi
This paper investigates a novel graph embedding procedure based on simplicial complexes. Inherited from algebraic topology, simplicial complexes are collections of increasing-order simplices (e.g., points, lines, triangles, tetrahedrons) which can be int...
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