Results 21 to 30 of about 66,185 (233)

Reply to determining structural identifiability of parameter learning machines [PDF]

, 2016
The paper Ran and Hu (2014, Neurocomputing) examines identifiability and parameter redundancy in classes of models used in machine learning. This note discusses the results on global identifiability and also clarifies that the paper's results on ...
Cole, Diana J.
core   +1 more source

Illustrative presentation of some basic concepts of network internal reliability with comments as regards engineering surveys

Reports on Geodesy and Geoinformatics, 2016
The paper integrates some earlier and the recent findings of the author in the area of network internal reliability and presents a consistent system of concepts in this respect. The concepts of outlier detection and outlier identification linked directly
Prószyński Witold
doaj   +1 more source

Estimation of Synchronous Machine Parameters [PDF]

Modeling, Identification and Control, 1980
The present paper gives a short description of an interactive estimation program based on the maximum likelihood (ML) method. The program may also perform identifiability analysis by calculating sensitivity functions and the Hessian matrix. For the short
Oddvar Hallingstad
doaj   +1 more source

Constrained Nonlinear and Mixed Effects Integral Differential Equation Models for Dynamic Cell Polarity Signaling

Frontiers in Plant Science, 2022
Polar cell growth is a process that couples the establishment of cell polarity with growth and is extremely important in the growth, development, and reproduction of eukaryotic organisms, such as pollen tube growth during plant fertilization and neuronal
Zhen Xiao, Nicolas Brunel, Chenwei Tian, Jingzhe Guo, Jingzhe Guo, Zhenbiao Yang, Zhenbiao Yang, Xinping Cui, Xinping Cui   +8 more
doaj   +1 more source

Tight Bounds for Maximal Identifiability of Failure Nodes in Boolean Network Tomography

, 2018
We study maximal identifiability, a measure recently introduced in Boolean Network Tomography to characterize networks' capability to localize failure nodes in end-to-end path measurements.
Galesi, Nicola, Ranjbar, Fariba
core   +1 more source

Learning Action Models: Qualitative Approach [PDF]

, 2015
In dynamic epistemic logic, actions are described using action models. In this paper we introduce a framework for studying learnability of action models from observations. We present first results concerning propositional action models.
Bolander, Thomas, Gierasimczuk, Nina
core   +3 more sources

Review: To be or not to be an identifiable model. Is this a relevant question in animal science modelling?

Animal, 2018
What is a good (useful) mathematical model in animal science? For models constructed for prediction purposes, the question of model adequacy (usefulness) has been traditionally tackled by statistical analysis applied to observed experimental data ...
R. Muñoz-Tamayo, L. Puillet, J.B. Daniel, D. Sauvant, O. Martin, M. Taghipoor, P. Blavy   +6 more
doaj   +1 more source

Combining spatial information sources while accounting for systematic errors in proxies [PDF]

, 2011
Environmental research increasingly uses high-dimensional remote sensing and numerical model output to help fill space-time gaps between traditional observations. Such output is often a noisy proxy for the process of interest.
Andrieu, Banerjee, Banerjee, Bayarri, Berrocal, Besag, Crainiceanu, Cressie, Fuentes, Fuentes, Furrer, Gelman, Heaton, Jun, Kammann, Lindgren, McMillan, Mugglin, Paciorek, Paciorek, Paciorek, Paciorek, Rice, Rue, Ruppert, Sahu, Smith, Szpiro, van Donkelaar, Yanosky, Yue   +30 more
core   +1 more source

An Algebraic Approach to Identifiability

Algorithms, 2021
This paper addresses the problem of identifiability of nonlinear polynomial state-space systems. Such systems have already been studied via the input-output equations, a description that, in general, requires differential algebra.
Daniel Gerbet, Klaus Röbenack
doaj   +1 more source

Understanding user’s identifiability on social media: a supervised machine learning and self-reporting investigation

Data Science and Management
The identifiability of users as they interact in the digital world is fundamentally linked to privacy and security issues. Identifiability can be divided into two: subjective identifiability, which is based on psychological perceptions (i.e., mental ...
Xi Chen, Hao Ding, Jian Mou, Yuping Zhao
doaj   +1 more source