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2061
Unsupervised Bayesian inference to fuse biosignal sensory estimates for personalising care
Published 2018“…We propose two fully-Bayesian generative models for fusing labels from (i) independent and (ii) potentially-correlated algorithms. …”
Journal article -
2062
Non-parametric online market regime detection and regime clustering for multidimensional and path-dependent data structures
Published 2023“…The latter similarity metric has been developed and applied as a discriminator in recent generative models for small data environments, and has been optimised here to the setting where the size of new incoming data is particularly small, for faster reactivity.…”
Internet publication -
2063
Truncated SALL1 impedes primary cilia function in Townes-Brocks Syndrome
Published 2018“…This most likely contributes to more frequent cilia formation in TBS-derived fibroblasts, as well as in a CRISPR/Cas9-generated model cell line and in TBS-modeled mouse embryonic fibroblasts, than in wild-type controls. …”
Journal article -
2064
ABodyBuilder: automated antibody structure prediction with data-driven accuracy estimation
Published 2016“…Its ability to model nanobodies, and rapidly generate models (∼30 seconds per model) widens its potential usage. …”
Journal article -
2065
Automatically generating a sentiment lexicon for the Malay language
Published 2016“…This paper aims to propose an automated sentiment lexicon generation model specifically designed for the Malay language. …”
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Article -
2066
Direct expenditure effects of the Rainforest World Music Festival 2009 in Santubong, Sarawak
Published 2013“…A simplified Money Generation Model (MGM) is used to derive the direct economic benefits of the RFWMF2009. …”
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Article -
2067
A proposed formulation for multi-objective renewable economic load dispatch.
Published 2023“…The results are also compared with the 140 unit Korean power generation model and in addition to several similar systems. …”
Article -
2068
3D vectorization and rasterization of CityGML standard in wind simulation
Published 2023“…As referred to in the earlier research, the present level of detail 3.1 (LoD3.1) model is the least detail LoD suitable to visualize the wind simulation, this model is used as the original model to be compared with the newly generated model in 3D raster type. The vector data type is the model in the specified LoD of the CityGML standard. …”
Article -
2069
Enhancement of natural language processing approach for automated generation of object constraint language
Published 2015“…MDA focuses on software development based on generating models and transforming these models between each other. …”
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Thesis -
2070
Molecular modelling of oryza sativa starch-branching enzyme 1
Published 2020“…From the five 3D models generated, model 3 displayed best prediction. The Ramachandran refinement has 97.3 amino acids residues in favoured region and 0.4 C-score. …”
Article -
2071
Assessing the uncertainty associated with flood features due to variability of rainfall and hydrological parameters
Published 2020“…The flood events are obtained by simulating runoff for rainfall events using the generated model parameters. The uncertainties due to rainfall and model parameters on generated flood hydrographs are evaluated using the relative coefficient of variation (RCV). …”
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Article -
2072
Synthetic multivariate data generation procedure with various outlier scenarios using R programming language
Published 2022“…A synthetic multivariate data generation procedure with various outlier scenarios using R is formulated in this study. An outlier generating model is used to generate multivariate data that contains outliers. …”
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Article -
2073
Theory of Chiral Electrodeposition by Chiral Micro-Nano-Vortices under a Vertical Magnetic Field -1: 2D Nucleation by Micro-Vortices
Published 2022-07-01“…Remarkable chiral activity is donated to a copper deposit surface by magneto-electrodeposition, whose exact mechanism has been clarified by the three-generation model. In copper deposition under a vertical magnetic field, a macroscopic tornado-like rotation called the vertical magnetohydrodynamic (MHD) flow (VMHDF) emerges on a disk electrode, inducing the precessional motions of various chiral microscopic MHD vortices: First, chiral two-dimensional (2D) nuclei develop on an electrode by micro-MHD vortices. …”
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Article -
2074
Interpolating the Text-to-Image Correspondence Based on Phonetic and Phonological Similarities for Nonword-to-Image Generation
Published 2024-01-01“…The framework comprises a phonetics-aware language model as well as an adjusted T2I generation model. Our evaluations confirm that the proposed nonword-to-image generation synthesizes images that depict visual concepts of phonetically similar words more stably than comparative methods. …”
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Article -
2075
Sample Entropy Based Net Load Tracing Dispatch of New Energy Power System
Published 2019-01-01“…According to the SampEn, a specific generating model of thermal generators is determined and the cooperation between thermal generators and pumped storage is realized, aiming at reducing the ramp power of thermal generators and increasing the throughput of pumped storage. …”
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Article -
2076
3CLpro inhibitors: DEL-based molecular generation
Published 2022-12-01“…Subsequently, to analyze the effect of transfer learning on the positive rate of the molecule generation model, molecular docking and affinity model based on DEL data were applied to explore the enhanced impact of transfer learning on molecule generation. …”
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Article -
2077
A Discriminative Multi-Output Gaussian Processes Scheme for Brain Electrical Activity Analysis
Published 2020-09-01“…Results show that this framework allows us to model the EEG signals adequately using generative models and allows analyzing the relationships between channels of the EEG for a particular condition. …”
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Article -
2078
Applications of the Novel Quantitative Pharmacophore Activity Relationship Method QPhAR in Virtual Screening and Lead-Optimisation
Published 2022-09-01“…Finally, we show how the QPhAR-generated models can be used to guide the researcher with insights regarding (un-)favourable interactions for compounds of interest.…”
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Article -
2079
Model-Based Approaches to Active Perception and Control
Published 2017-06-01“…Our analysis illustrates that: an explicitly inferential framework can capture some key aspects of embodied and enactive theories of cognition; some claims of computational and dynamical theories can be reconciled rather than seen as alternative explanations of cognitive phenomena; and some aspects of cognitive processing (e.g., detached cognitive operations, such as planning and imagination) that are sometimes puzzling to explain from enactive and non-representational perspectives can, instead, be captured nicely from the perspective that internal generative models and predictive processing mediate adaptive control loops.…”
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Article -
2080
Deep Learning-Based Anomaly Detection in Video Surveillance: A Survey
Published 2023-05-01“…In particular, the strong growth of generative models means that these are the main techniques used in the proposed methods. …”
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Article