NRLMFβ: Beta-distribution-rescored neighborhood regularized logistic matrix factorization for improving the performance of drug–target interaction prediction
Sign Up to like & getrecommendations! Published in 2019 at "Biochemistry and Biophysics Reports"
DOI: 10.1016/j.bbrep.2019.01.008
Abstract: Techniques for predicting interactions between a drug and a target (protein) are useful for strategic drug repositioning. Neighborhood regularized logistic matrix factorization (NRLMF) is one of the state-of-the-art drug–target interaction prediction methods; it is based… read more here.
Keywords: beta distribution; drug; drug target; interaction ... See more keywords
Unimodal regularisation based on beta distribution for deep ordinal regression
Sign Up to like & getrecommendations! Published in 2022 at "Pattern Recognition"
DOI: 10.1016/j.patcog.2021.108310
Abstract: Abstract Currently, the use of deep learning for solving ordinal classification problems, where categories follow a natural order, has not received much attention. In this paper, we propose an unimodal regularisation based on the beta… read more here.
Keywords: beta distribution; unimodal regularisation; based beta; regularisation based ... See more keywords
Voter model on networks and the multivariate beta distribution.
Sign Up to like & getrecommendations! Published in 2019 at "Physical review. E"
DOI: 10.1103/physreve.99.052307
Abstract: In elections, the vote shares or turnout rates show a strong spatial correlation. The logarithmic decay with distance suggests that a two-dimensional (2D) noisy diffusive equation describes the system. Based on the study of U.S.… read more here.
Keywords: beta distribution; model networks; voter model; vote shares ... See more keywords
Using the beta distribution to analyse plant cover data
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Ecology"
DOI: 10.1111/1365-2745.13200
Abstract: Most plant species are spatially aggregated. Local demographic and ecological processes (e.g. vegetative growth and limited seed dispersal) result in a clustered spatial pattern within an environmentally homogenous area. Spatial aggregation should be considered when… read more here.
Keywords: plant; beta distribution; plant cover; cover ... See more keywords
Evaluating the project completion time when activity networks follow beta distribution
Sign Up to like & getrecommendations! Published in 2020 at "Asian-european Journal of Mathematics"
DOI: 10.1142/s1793557121501102
Abstract: By using a recursive method, we determine the project completion time when the activity times are distributed according to a beta distribution. The kth moment of the maximum of non-identical indepe... read more here.
Keywords: beta distribution; time activity; completion time; project completion ... See more keywords
A New 3-Parameter Bounded Beta Distribution: Properties, Estimation, and Applications
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DOI: 10.3390/axioms11100504
Abstract: This study presents a new three-parameter beta distribution defined on the unit interval, which can have increasing, decreasing, left-skewed, right-skewed, approximately symmetric, bathtub, and upside-down bathtub shaped densities, and increasing, U, and bathtub shaped hazard… read more here.
Keywords: parameter bounded; beta distribution; parameter; new parameter ... See more keywords
The Confluent Hypergeometric Beta Distribution
Sign Up to like & getrecommendations! Published in 2023 at "Mathematics"
DOI: 10.3390/math11092169
Abstract: The confluent hypergeometric beta distribution due to Gordy has been known since the 1990s, but not much of is known in terms of its mathematical properties. In this paper, we provide a comprehensive treatment of… read more here.
Keywords: beta distribution; function; confluent hypergeometric; distribution ... See more keywords