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Crienen, Juul (author)GitHub is an online platform that hosts millions of projects. Many of these projects have the same topic or share the same goal. Finding similar projects which can be used as role models, inspiration or examples can help developers meet their requirements faster and more efficiently. Previous studies have been successful in finding similar...bachelor thesis 2024
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Zaminpardaz, S. (author), Teunissen, P.J.G. (author)Statistical testing procedures employed in geodetic quality control often consist of two steps: detection and identification. In the detection step, the null hypothesis (working model) ℋ<sub>0</sub> undergoes a validity check. If the outcome of the detection step is the rejection of ℋ<sub>0</sub>, identification of potential source of model...conference paper 2024
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Elton, Augustus (author), González, Rodrigo A. (author), Welsh, James S. (author), Oomen, T.A.E. (author), Rojas, Cristian R. (author)Blind system identification is aimed at finding parameters of a system model when the input is inaccessible. In this paper, we propose a blind system identification method that delivers a single-input single-output, continuous-time model in a nonparametric kernel form. We take advantage of the representer theorem to form a joint maximum a...journal article 2023
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Shi, S. (author), Cheng, Xiaodong (author), De Schutter, B.H.K. (author), Van den Hof, Paul M.J. (author)In a dynamic network of interconnected transfer functions, it is not necessary to use all the node signals for estimating a local transfer function. Given the network topology, detailed conditions are available for selecting inputs and outputs in a (MIMO) predictor model that warrants consistent and minimum variance estimation of a target...journal article 2023
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Zaminpardaz, Safoora (author), Teunissen, P.J.G. (author)It is common practice to use the well-known concept of the minimal detectable bias (MDB) to assess the performance of statistical testing procedures. However, such procedures are usually applied to a null and a set of multiple alternative hypotheses with the aim of selecting the most likely one. Therefore, in the DIA method for the detection,...journal article 2023
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Shi, S. (author), Cheng, Xiaodong (author), Van den Hof, Paul M.J. (author)Identifiability of a single module in a network of transfer functions is determined by whether a particular transfer function in the network can be uniquely distinguished within a network model set, on the basis of data. Whereas previous research has focused on the situations that all network signals are either excited or measured, we develop...journal article 2023
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Qin, Ziqiu (author)In anti-cancer therapy, ntiangiogenic treatments are applied and take effect on the vascularization of tissue. To evaluate the efficacy of treatments, we adopt two methods to solve the physiological pharmacokinetic model’s parameter estimation problem, providing discrete, partial, and noisy observations of stochastic differential equations. One...master thesis 2022
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Szép, T. (author)Discrete Choice Models are valuable tools for quantitative decision-making analysis: they allow analysts to draw behavioural conclusions from data, better understand and predict choices, and evaluate policies. However, up until recently, they had a blind spot for morality. Moral values often play an essential role in decision-making; fairness or...doctoral thesis 2022
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el Bouhaddani, Said (author), Uh, Hae Won (author), Jongbloed, G. (author), Houwing-Duistermaat, Jeanine (author)The availability of multi-omics data has revolutionized the life sciences by creating avenues for integrated system-level approaches. Data integration links the information across datasets to better understand the underlying biological processes. However, high dimensionality, correlations and heterogeneity pose statistical and computational...journal article 2022
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Derumigny, Alexis (author), Fermanian, J. D. (author)Meta-elliptical copulas are often proposed to model dependence between the components of a random vector. They are specified by a correlation matrix and a map g, called density generator. While the latter correlation matrix can easily be estimated from pseudo-samples of observations, the density generator is harder to estimate, especially...journal article 2022
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Ma, Xinwei (author), Zhang, Shuai (author), Jin, Yuchuan (author), Zhu, Minqing (author), Yuan, Y. (author)Metro-bikeshare integration, an important way of improving the efficiency of public transportation, has grown rapidly during the last decades in many countries. However, most previous analysis of metro-bikeshare transfer trips were based on limited sample size and the number of recognized metro-bikeshare trips were not sufficient. The primary...journal article 2022
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Gross, Elizabeth (author), van Iersel, L.J.J. (author), Janssen, R. (author), Jones, M.E.L. (author), Long, Colby (author), Murakami, Yukihiro (author)Phylogenetic networks can represent evolutionary events that cannot be described by phylogenetic trees. These networks are able to incorporate reticulate evolutionary events such as hybridization, introgression, and lateral gene transfer. Recently, network-based Markov models of DNA sequence evolution have been introduced along with model...journal article 2021
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Hoicka, Christina E. (author), Das, Runa R. (author), Zhao, Yuxu (author), McMaster, Maria Louise (author), Lieu, J. (author), Wyse, Susan (author)The rapid diffusion of demand-side low-carbon innovations has been identified as a key strategy for maintaining average global temperature rise at or below 1.5 °C. Diffusion research tends to focus on a single sector, or single technology case study, and on a small scope of factors that influence innovation diffusion. This paper describes a...journal article 2021
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Plomp, E. (author)The uptake of Persistent Identifiers (PIDs) has increased in recent years and has improved the Findability, Accessibility, Interoperability and Reusability (FAIR) of various research related objects (e.g., data, software, researchers and research organisations). The uptake of PIDs for physical aspects of research (such as samples, artefacts,...journal article 2020
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Zaminpardaz, S. (author), Teunissen, P.J.G. (author)In this contribution, we present and analyze datasnooping in the context of the DIA method. As the DIA method for the detection, identification and adaptation of mismodelling errors is concerned with estimation and testing, it is the combination of both that needs to be considered. This combination is rigorously captured by the DIA estimator....journal article 2018
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Imparato, D. (author), Teunissen, P.J.G. (author), Tiberius, C.C.J.M. (author)The Minimal Detectable Bias (MDB) is an important diagnostic tool in data quality control. The MDB is traditionally computed for the case of testing the null hypothesis against a single alternative hypothesis. In the actual practice of statistical testing and data quality control, however, multiple alternative hypotheses are considered. We...journal article 2018
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Ali-Eldin, Amr (author), Zuiderwijk-van Eijk, A.M.G. (author), Janssen, M.F.W.H.A. (author)While the sharing of information has turned into a typical practice for governments and organizations, numerous datasets are as yet not openly published since they may violate users’ privacy. The hazard on data protection infringement is a factor that regularly hinders the distribution of information and results in a push back from...conference paper 2018
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el Bouhaddani, S. (author), Uh, Hae Won (author), Hayward, Caroline (author), Jongbloed, G. (author), Houwing-Duistermaat, Jeanine (author)With a rapid increase in volume and complexity of data sets, there is a need for methods that can extract useful information, for example the relationship between two data sets measured for the same persons. The Partial Least Squares (PLS) method can be used for this dimension reduction task. Within life sciences, results across studies are...journal article 2018
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- Kahrobaei, S.S. (author) doctoral thesis 2016
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Dankers, A.G. (author)Systems in engineering such as power systems, telecommunication systems, and distributed control systems are becoming more complex and interconnected. Many of these systems are part of the foundation of modern society and their seamless operation is paramount. However, the increasing complexity and size of the systems poses real engineering...doctoral thesis 2014
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