Markov propertyFirst-order representationThe relation between Markovianity and representability by means of first-order PDEs is investigated. We consider two versions of the Markovian property, weak and strong-Markovianity. The weak version has been introduced in [J.C. Willems, State and first-order...
这种特殊的过渡模型称为马尔可夫链, because it satisfies the Markov property that the probabilities for the next word depend only on recent words. 因为它满足马尔可夫性质,即下一个单词的概率仅取决于最近的单词。 More specifically, it is a first order Markov model because it only looks at the singl...
Markov properties for systems described by PDEs and first-order representations The relation between Markovianity and representability by means of first-order PDEs is investigated. We consider two versions of the Markovian property, we... P Rocha,JC Willems - 《Systems & Control Letters》 被引量:...
First-order Markov modelDimensionless mass curveReturn periodsThe time distribution of extreme rainfall events is a significant property that governs the design of urban stormwater management structures. Accuracy in characterizing this behavior can significantly influence the design of hydraulic structures. ...
In this paper, we present a speaker identification algorithm for a microphone array based on a first-order joint Hidden Markov Model (HMM) where the observ... JW Stokes,JC Platt,S Basu - IEEE International Conference on Multimedia & Expo 被引量: 18发表: 2006年 Method for detecting emotions...
dimensions is left open, as the problem is known to be hard for long-standing number-theoretic open problems.Our proof begins by formulating the problem as the satisfiability of a parametrized family of sentences in the existential first-order theory of real-closed fields. Then, after removing ...
[Lecture Notes in Computer Science] Programming Languages and Systems Volume 10801 || Relational Reasoning for Markov Chains in a Probabilistic Guarded Lam... We extend the simply-typed guarded $\\lambda$-calculus with discrete probabilities and endow it with a program logic for reasoning about ...
For \(t \gg 1/\mu\), this recovers to leading order the relationship (11b) for the simple birth process between temporal standard deviation and inoculum size. Strikingly, comparing Eq. (20) to Eq. (10) (which was derived for growth that exclusively obeys the simple birth process), after...
In order to be optimal, the Markov assump- tion requires a policy to depend on the whole information available to the An Optimal Best-First Search Algorithm 391 agent at time t, namely its complete history of past observations and actions: (qi)t = qi((ai)0, . . . (ai)t−1, (...
The bias problem in probabilistic regression has been the subject of Sect. 4-37 for simultaneous determination of first moments as well as second central moments by inhomogeneous multilinear, namely bilinear, estimation. Based on the review of the first