Results 11 to 20 of about 2,981,303 (285)
Lempel–Ziv Complexity, Empirical Entropies, and Chain Rules
IEEE Transactions on Information TheoryWe derive upper and lower bounds on the overall compression ratio of the 1978 Lempel-Ziv (LZ78) algorithm, applied independently to $k$ -blocks of a finite individual sequence.
N. Merhav
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The sustainability of recreational sports in Chinese cities based on cognitive entropy. [PDF]
PLoS ONEWith progress of science and development of economy, increasing numbers of urban residents take part in recreational sports (RS) due to their more leisure time and increased income.
Xuefang Zou +4 more
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THE ENTROPIES OF IONS IN AQUEOUS SOLUTION: II. AN EMPIRICAL EQUATION FOR OXY-ANIONS
Canadian Journal of Chemistry, 1957 K J Laidler
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Dimension-Free Empirical Entropy Estimation
IEEE Transactions on Information Theory, 2023 We seek an entropy estimator for discrete distributions with fully empirical accuracy bounds. As stated, this goal is infeasible without some prior assumptions on the distribution. We discover that a certain information moment assumption renders the problem feasible. We argue that the moment assumption is natural and, in some sense, {\em minimalistic} -
Doron Cohen 0002 +3 more
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Calculation of absolute molecular entropies and heat capacities made simple
Chemical Science, 2021 We propose a fully-automated composite scheme for the accurate and numerically stable calculation of molecular entropies by efficiently combining density-functional theory (DFT), semi-empirical methods (SQM), and force-field (FF) approximations.
Philipp Pracht, S. Grimme
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Chernoff-Type Concentration of Empirical Probabilities in Relative Entropy [PDF]
IEEE Transactions on Information Theory, 2021 corrected a numerical ...
F. Richard Guo +1 more
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Generalized weighted survival and failure entropies and their dynamic versions [PDF]
Communications in Statistics - Theory and Methods, 2020 Generalized weighted survival and failure entropies of order ( ) are proposed and their properties are obtained. We further propose the dynamic versions of weighted generalized survival and failure entropies and obtain some properties and bounds ...
Siddhartha Chakraborty, B. Pradhan
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IEEE Access, 2021 For multidimensional data, Space-Filling Curves (SFCs) have been used to improve the execution time of spatial data queries. However, their effect on compression, when used to reorder the uncompressed values, is known to a lesser extent.
Conrad J. Haupt +2 more
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A Robust Machine Learning Model for Diabetic Retinopathy Classification
Journal of Imaging, 2023 Ensemble learning is a process that belongs to the artificial intelligence (AI) field. It helps to choose a robust machine learning (ML) model, usually used for data classification.
Gigi Tăbăcaru +3 more
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Empirical entropy, minimax regret and minimax risk [PDF]
Bernoulli, 2017 We consider the random design regression model with square loss. We propose a method that aggregates empirical minimizers (ERM) over appropriately chosen random subsets and reduces to ERM in the extreme case, and we establish sharp oracle inequalities for its risk. We show that, under the $\varepsilon^{-p}$ growth of the empirical $\varepsilon$-entropy,
Rakhlin, Alexander +2 more
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