Results 41 to 50 of about 14,483 (309)
Efficient Heuristics for Structure Learning of k-Dependence Bayesian Classifier
The rapid growth in data makes the quest for highly scalable learners a popular one. To achieve the trade-off between structure complexity and classification accuracy, the k-dependence Bayesian classifier (KDB) allows to represent different number of ...
Yang Liu, Limin Wang, Minghui Sun
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The Summation Package Sigma: Underlying Principles and a Rhombus Tiling Application [PDF]
We give an overview of how a huge class of multisum identities can be proven and discovered with the summation package Sigma implemented in the computer algebra system Mathematica. General principles of symbolic summation are discussed. We illustrate the
Carsten Schneider
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Self-composition by Symbolic Execution [PDF]
This work is licensed under a CC-BY Creative Commons Attribution 3.0 Unported license (http://creativecommons.org/licenses/by/3.0/)urn: urn:nbn:de:0030-drops-42770urn: urn:nbn:de:0030-drops-42770Self-composition is a logical formulation of non ...
Phan, Q-S, Phan, Quoc-Sang
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Symbolic computation with fermions
A set of REDUCE routines for manipulating operators which anticommute amongst themselves is described. These routines have applications in theories such as supergravity where anticommuting operators are used to represent fermions. The Dirac bracket of the supersymmetry constraints arising in a quantum cosmological model based on N=1 supergravity ...
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Robust Structure Learning of Bayesian Network by Identifying Significant Dependencies
Bayesian networks have long been a popular medium for graphically representing the probabilistic dependencies which exist in a domain. State-of-the-art tree-augmented naive Bayes (TAN) builds maximum weighted spanning tree to represent 1-dependence ...
Yuguang Long +3 more
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Computability in Symbolic Dynamics [PDF]
We give an overview of the interplay between computability and symbolic dynamics.
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Studies have found that pathogenic fungi and plants have sRNA transboundary regulation mechanisms. However, no researchers have used computer methods to carry out comprehensive studies on whether there is a more remarkable similarity in the transboundary
Junxia Chi +14 more
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Fairchild Symbol Computer [PDF]
Under the leadership of Gordon Moore, Fairchild Semiconductor embarked on the design of a high-level time-sharing computer, Symbol IIR. In the mid-1960s, the falling costs of semiconductors made hardware seem like the logical design choice to replace common software functions. Symbol embodied that design, but to what effect?
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Accurately identifying protein-ATP (Adenosine-5'-triphosphate) binding sites is significant for protein function annotation and new drug invention. Previous studies often utilize classical machine learning classification algorithms to predict protein-ATP
Jiazhi Song +5 more
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Automatic Classification of Restricted Lattice Walks [PDF]
We propose an $\textit{experimental mathematics approach}$ leading to the computer-driven $\textit{discovery}$ of various conjectures about structural properties of generating functions coming from enumeration of restricted lattice walks in 2D and in 3D.
Alin Bostan, Manuel Kauers
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