Sentence examples for based on some prior from inspiring English sources
The five camera intrinsic parameters are directly representing from the Image of the Absolute Conic IACC) and the recovering procedure is based on some prior knowledge on camera's aspect ratio (r) value domain (one independent quadratic constraint on IAC) and monument's geometric properties (four independent linearly constraints on IAC).
A fusion technique based on some prior knowledge of the original video is introduced in [16].
Ben-Tal and Nemirovski [25] give some examples of the value of (mu ^_{n}), (mu ^_{n}), and σ n ≥0 based on some prior knowledge (e.g., support, unimodality, and symmetry) of the distributions.
IPSs are based on some prior knowledge about position of special nodes, namely the anchor nodes, and aim at estimating position of one or more mobile nodes, whose positions are unknown, by processing ranging data collected and exchanged by both mobile and anchor nodes.
Statistically, there is no difference between the different models induced by including either Im or Ip, or between the models of Weinberg et al. [1998] and Weinberg [1999b], so any choice between these must be made a priori e.g. based on some prior scientific hypothesis, rather than on statistical grounds.
(A mystical code, based on some intuitive algorithm of seniority and prior Cuplessness, determines the hand-off order; my understanding, or really my assumption, is that, due to superstition, it isn't discussed beforehand).
Alternatively, based on prior knowledge one might prefer dependent priors for the δs.
All knowledge is based on prior knowledge, and by making prior knowledge less available, innovation is impeded.
Personal knowledge based on prior relationship with some of the participants by at least one of the researchers, as well as the openly stated personal experience of being a patient of a psychiatrist of one of the researchers (PR), has the potential strength of facilitating trust and enabling openness on the part of the participants and also of increasing depth of understanding for the researchers.
As the name suggests, priors based on prior belief are preferred.
