Search Results - "Bayesian method"
-
1
Implementation of Bayesian methods in the pharmaceutical industry
Published 1992“…Each type of design considered and for which methods are developed are illustrated with examples from clinical trials which have already been reported in the medical literature. Second, a Bayesian method is developed whose purpose is to classify test compounds into one of several toxicity classes on the basis of an LD50 estimate. …”
Get full text
-
2
Evidence accumulation models with R: A practical guide to hierarchical Bayesian methods
Published 2020“…In this paper, we provide efficient, practical software and a step-by-step guide to fit evidence accumulation models with Bayesian methods. The software, written in C++, is provided in an R package: 'ggdmc'. …”
Get full text
-
3
Designing optimal set of experiments by using bayesian method in methyl iodide adsorption
Published 1999“…This paper deals with the design and analysis of the best sets of experiments by using Bayesian Method in the presence of prior knowledge. However, the model presented is not completely general since it is restricted to solve this particular problem, that is to find the best conditions to adsorp Methyl Iodide released after a nuclear reaction.…”
Get full text
Get full text
-
4
-
5
On the multi-agent learning neural and Bayesian methods in skin detector and pornography classifier: an automated anti-pornography system
Published 2014“…Thus, this paper proposes a multi-agent learning that combines the Bayesian method with a grouping histogram technique again to extract the features from the skin detection based on YCbCr colour space and the back propagation neural network method using shape features extracted again from skin detection. …”
Get full text
Get full text
-
6
Integration of Seasonal Autoregressive Integrated Moving Average and Bayesian Methods to Predict Production Throughput Under Random Variables
Published 2014“…This study applied a Bayesian method to tackle the problem. Later, the prediction of production throughput under random variables is improved by the Seasonal Autoregressive Integrated Moving Average (SARIMA) method. …”
Get full text
Get full text
-
7
On multi-agent learning neural and Bayesian methods in skin detector and pornography classifier: an automated anti-pornography system
Published 2014“…Thus, this paper proposes a multi-agent learning that combines the Bayesian method with a grouping histogram technique again to extract the features from the skin detection based on YCbCr colour space and the back propagation neural network method using shape features extracted again from skin detection. …”
Get full text
-
8
-
9
-
10
-
11
Modelling and prediction of bacterial attachment to polymers
Published 2014Subjects: “…high throughput; structure–property relationship; pathogen attachment; sparse Bayesian methods; medical devices; nosocomial infections…”
Get full text
-
12
A comparison between bayesian and maximum likelihood estimations in estimating finite mixture model for financial data
Published 2015“…Over the years, maximum likelihood estimation and Bayesian method became popular statistical tools in which applied to fit finite mixture model. …”
Get full text
Get full text
-
13
Bayesian Sensor Fault Detection in a Markov Jump System
Published 2017“…The performance of the Bayesian method is studied under the null and alternative hypotheses. …”
Get full text
-
14
Visual Tracking of Numerous Targets via Multi-Bernoulli Filtering of Image Data
Published 2012“…This paper presents a novel Bayesian method to track multiple targets in an image sequence without explicit detection. …”
Get full text
-
15
Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim
Published 2006“…The rule based method using set of rules to define the incoming email as spam or not and Bayesian method using probability of incoming mail to define that the mail is belong to either spam or legitimate mail category after its require a training period for SpamAssassin. …”
Get full text
-
16
An Empirical Evaluation Of Hedge Fund Managerial Skills Using Bayesian Techniques
Published 2017“…This paper makes use of the Bayesian method to evaluate hedge fund managers’ selectivity, market timing and outperformance skills separately, and investigates their persistence from January 1995 to June 20101. …”
Get full text
Get full text
-
17
Bayesian registration of functions and curves
Published 2015“…We also compare the performance of our Bayesian method with some alternative approaches.…”
Get full text
-
18
On the reliability of polarization estimation using Rotation Measure Synthesis
Published 2012“…Hence, it is necessary to model the underlying polarization signal distribution in order to estimate the reliability and errors in polarization parameter estimates. We introduce a Bayesian method to derive the distribution of intrinsic amplitudes based on the distribution of measured amplitudes. …”
Get full text
-
19
Monitoring of metallurgical plant performance with Bayesian change point detection algorithms
Published 2012“…This paper explores a Bayesian method for the detection of sudden changes in the underlying parameters of time series data representing key performance indicators on mineral processing plants. …”
Get full text
-
20
Comparative revision of artificial intelligent methods for discovering gene expression / Mohd Dzulkarnain Zainal Ahbiddin
Published 2006“…Some methods that are currently being used, such as fuzzy ART, neural network, and Bayesian method were used in gene expression analysis. …”
Get full text