###### behaviour

- We validate our approach by modelling a collective decision-making behaviour. (springer.com)
- Quantitative formal models capture probabilistic behaviour, real-time aspects, or general continuous dynamics. (springer.com)
- The enriched language (called PFLAN) allows us to specify models of software product lines with probabilistic configurations and behaviour, e.g. by considering a PFLAN semantics based on discrete-time Markov chains. (dtu.dk)

###### reachability

- It focuses on stochastic formalisms from Markov chains to probabilistic timed automata specified in the Jani model exchange format, and on probabilistic reachability, expected-reward, and steady-state properties. (springer.com)

###### Safety Assessment

- Advanced Seminar on Common Cause Failures Analysis in Probabilistic Safety Assessment (1989) Proc. (springer.com)
- In: Spitzer C., Schmocker U., Dang V.N. (eds) Probabilistic Safety Assessment and Management. (springer.com)

###### Assessment

- On the other hand, the results of a comparative exercise on human reliability assessment demonstrates that consistent results are very difficult to achieve by adopting current probabilistic models. (springer.com)
- Here we develop an alternative approach which provides a rigorous probabilistic statistical assessment of the link between observed climate changes and human activities in a way that can inform formal climate risk assessment. (wattsupwiththat.com)

###### deterministic

- The application of a deterministic mathematical model in solving stratigraphical problems leads to a more realistic result than by using statistical or probabilistic approaches. (booktopia.com.au)
- 15.4 Deterministic Approaches. (booktopia.com.au)
- We obtain a highly compressed representation using the recently developed RESCAL approach and demonstrate experimentally that efficient querying can be obtained by exploiting inherent features of RESCAL via sub-query approximations of deterministic views. (springer.com)
- However, RADAR system was the first introducing the fingerprinting technique based on the deterministic approach [ 13 ] using -Nearest Neighbor method (KNN) [ 14 ]. (hindawi.com)

###### algebraic

- A more detailed algebraic derivation is provided online in the Supplementary Material, confirming that the two approaches are not in conflict. (aacrjournals.org)

###### bayesian

- Bayesian non-parametrics and the probabilistic approach to modelling. (biomedsearch.com)
- This article provides an overview of probabilistic modelling and an accessible survey of some of the main tools in Bayesian non-parametrics. (biomedsearch.com)
- Prior knowledge about statistical parameters is an important part of Bayesian statistics. (wolfram.com)
- The Bayesian approach to statistics provides an intuitive way of making probabilistic statements about statistical parameters of interest. (wolfram.com)

###### stochastic

- Bio-PEPA, instead, allows the researcher to perform stochastic simulation, fluid flow (ODE) analysis and statistical model checking using a single description, reducing the effort necessary to perform the analysis and ensuring consistency between the results. (springer.com)
- stochastic models of adaptive dynamics (that is, individual-based models for the joint description of ecology and evolution), and probabilistic aspects of evolutionary game theory. (dfg.de)

###### Quantitative

- We investigate the suitability of statistical model checking techniques for analysing quantitative properties of software product line models with probabilistic aspects. (dtu.dk)
- The Maude implementation of PFLAN is combined with the distributed statistical model checker MultiVeStA to perform quantitative analyses of a simple product line case study. (dtu.dk)

###### uncertainty

- Uncertainty in the reconstruction is reflected in confidence bounds which, when combined with template polyhedra ad optimised, allow us to bound the reachable set with a given statistical confidence. (springer.com)

###### Evolutionary

- Felsenstein J (1981) Evolutionary trees from DNA sequences: a maximum likelihood approach. (springer.com)

###### models

- Analysis of variance ( ANOVA ) is a collection of statistical models and their associated estimation procedures (such as the "variation" among and between groups) used to analyze the differences among group means in a sample . (wikipedia.org)
- Give or take the de Broglie-Bohm approach and various ad-hoc models that exploit the detection loophole, I grant that classical particle models are impossible. (physicsforums.com)
- This simple and elegant framework is most powerful when coupled with flexible probabilistic models. (biomedsearch.com)

###### parameters

- This chapter focuses on the methodology of building a phylogenetic tree, which requires a careful selection of parameters as well as statistical analyses of the predictions for accuracy and robustness. (springer.com)
- We present a novel approach to compute reachable sets of dynamical systems with uncertain initial conditions or parameters, leveraging state-of-the-art statistical techniques. (springer.com)

###### model checker

- It compares the performance, versatility, and usability of four general-purpose probabilistic model checkers, one general-purpose statistical model checker, and four specialised tools (including two probabilistic planners). (springer.com)

###### analysis

- The book also explains the analysis of variance and multivariate analysis, with an emphasis on the applications and interpretations of statistical tools. (abebooks.com)
- Multispectral analysis is a potential approach in simultaneous analysis of brain MRI sequences. (hindawi.com)

###### Structures

- The Senate of the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) has announced the establishment of a new Priority Programme, entitled "Probabilistic Structures in Evolution" (SPP 1590). (dfg.de)

###### framework

- A probabilistic evaluation framework for preference aggregation reflecting group homogeneity. (uni-muenchen.de)

###### Evaluation

- The first of these streams, i.e. probabilistic, is represented by the statistical approaches of novelty measures and by probabilistic approaches for evaluation of entropy. (igi-global.com)
- These approaches are closely related to the multi-scale evaluation of fractal measures, where further case studies utilizing SampEn, ApEn, and Multiscale Entropy (MSE) can be found in Costa, Goldberger, and Peng (2002) and Yin and Zhou (2012). (igi-global.com)

###### robustness

- Adaptive selection of extra cutpoints - an approach towards reconciling robustness and interpretability in classification trees. (uni-muenchen.de)

###### characteristics

- Horus system is based on the probabilistic approach which considers the statistical characteristics of the RSSIs and their distribution. (hindawi.com)

###### system

- The accumulators, hydrostatic pump/motor and regenerative system have been optimally configured and designed using a probabilistic and statistical approach in conjunction with digital computer simulations. (sae.org)
- Rasmussen, J. (1989) Int. Workshops to develop a multi- disciplinary research program based on a holistic system approach to safety and management of risk in large-scale technological operations, Karlstad, November 6-9. (springer.com)

###### novel approach

- Further, the chapter also introduces a novel approach for novelty detection via local model monitoring with Self-organizing Map (SOM) and HONU. (igi-global.com)

###### provides

- In its simplest form, ANOVA provides a statistical test of whether the population means of several groups are equal, and therefore generalizes the t -test to more than two groups. (wikipedia.org)

###### research

- Assuming only basic statistical knowledge, the book is ideal for research scientists, final-year undergraduate or graduate level students of applied statistics, and practising statisticians. (csiss.org)

###### Theory

- Imprecision in Statistical Theory and Practice. (uni-muenchen.de)

###### description

- Lukasiewicz, T.: Expressive probabilistic description logics. (springer.com)

###### include

- Participating tools, which include probabilistic model checkers and planners as well as simulation-based tools, are evaluated in terms of performance, versatility, and usability. (springer.com)

###### joint

- This study aimed to assess the utility of musculoskeletal ultrasound (MSUS) in patients with joint symptoms using a probabilistic approach. (biomedcentral.com)

###### standard

- As the Evening Standard explained: "It involves gathering information from previous changes in a system's state to calculate the probabilistic chances of transitions to future new states. (ecowatch.com)

###### Confidence

- Felsenstein J (1985) Confidence limits on phylogenies: an approach using the bootstrap. (springer.com)

###### Statistics

- The determination of statistical significance also required access to tables of the F function which were supplied by early statistics texts. (wikipedia.org)

###### different approach

- Probably your second teacher will use a different approach from your first, when you have difficulty changing horses midstream, your second teacher will blame it on your first teacher having done an inferior job. (cargalmathbooks.com)

###### group

- ANOVA is useful for comparing (testing) three or more group means for statistical significance . (wikipedia.org)

###### random

- You are advocating a random field approach as a solution. (physicsforums.com)