Data Science: Measuring Uncertainties

Data Science: Measuring Uncertainties

With the increase in data processing and storage capacity, a large amount of data is available. Data without analysis does not have much value. Thus, the demand for data analysis is increasing daily, and the consequence is the appearance of a large number of jobs and published articles. Data science...

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Bibliografiska uppgifter
Övriga upphovsmän: De Bragança Pereira, Carlos Alberto (Utgivare, redaktör, sammanställare), Polpo, Adriano (Utgivare, redaktör, sammanställare), Rodrigues, Agatha (Utgivare, redaktör, sammanställare)
Materialtyp: Bokavsnitt
Publicerad: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Ämnen:
Research & information: general
Mathematics & science
model-based clustering
mixture model
EM algorithm
integrated approach
density estimation
distribution free
non-parametric statistical test
decoy distributions
size invariance
scaled quantile residual
maximum entropy method
scoring function
outlier detection
overfitting detection
time series of counts
Bayesian hierarchical modeling
Bayesian nonparametrics
Pitman-Yor process
prior sensitivity
clustering
Bayesian forecasting
singular spectrum analysis
robust singular spectrum analysis
time series forecasting
mutual investment funds
relative entropy
cross-entropy
uncertain reasoning
inductive logic
confirmation measure
semantic information
medical test
raven paradox
Markov random fields
probabilistic graphical models
multilayer networks
objective Bayesian inference
intrinsic prior
variational inference
binary probit regression
mean-field approximation
multi-attribute emergency decision-making
intuitionistic fuzzy cross-entropy
grey correlation analysis
earthquake shelters
attribute weights
time series
Bayesian inference
hypothesis testing
unit root
cointegration
Rényi entropy
discrete Kalman filter
continuous Kalman filter
algebraic Riccati equation
nonlinear differential Riccati equation
cloud model
fuzzy time series
stock trend
Heikin-Ashi candlestick
water resources
channel
mathematical entropy model
bank profile shape
gene expression programming (GEP)
entropy
genetic programming
artificial intelligence
data science
big data
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