
Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks
This study's objective was to segment spinal metastases in diagnostic MR...
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Towards RobotCentric Conceptual Knowledge Acquisition
Robots require knowledge about objects in order to efficiently perform v...
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An Adaptive Strategy for Active Learning with Smooth Decision Boundary
We present the first adaptive strategy for active learning in the settin...
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Ontohub: A semantic repository for heterogeneous ontologies
Ontohub is a repository engine for managing distributed heterogeneous on...
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Visual Analytics of ImageCentric Cohort Studies in Epidemiology
Epidemiology characterizes the influence of causes to disease and health...
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Visual Exploration of Simulated and Measured Blood Flow
Morphology of cardiovascular tissue is influenced by the unsteady behavi...
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A reference model for interaction semantics
Understanding the issue of semantic interoperability will be key in the ...
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Parity Polytopes and Binarization
We consider generalizations of parity polytopes whose variables, in addi...
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How swarm size during evolution impacts the behavior, generalizability, and brain complexity of animats performing a spatial navigation task
While it is relatively easy to imitate and evolve natural swarm behavior...
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Locally Doptimal Designs for Nonlinear Models on the kdimensional Ball
In this paper we construct (locally) Doptimal designs for a wide class ...
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Contextual Bandits under Delayed Feedback
Delayed feedback is an ubiquitous problem in many industrial systems emp...
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Optimal Designs in Multiple Group Random Coefficient Regression Models
The subject of this work is multiple group random coefficients regressio...
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Various Optimality Criteria for the Prediction of Individual Response Curves
We consider optimal designs for the Kiefer cirteria, which include the E...
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Optimal Designs for Poisson Count Data with Gamma Block Effects
The PoissonGamma model is a generalization of the Poisson model, which ...
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What Standsin for a Missing Tool? A Prototypical Grounded Knowledgebased Approach to Tool Substitution
When a robot is operating in a dynamic environment, it cannot be assumed...
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Optimal designs for twolevel main effects models on a restricted design region
We develop Doptimal designs for linear main effects models on a subset ...
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On complex Gaussian random fields, Gaussian quadratic forms and sample distance multivariance
The paper contains results in three areas: First we present a general es...
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Locally Doptimal Designs for a Wider Class of Nonlinear Models on the kdimensional Ball with applications to logit and probit models
In this paper we extend the results of Radloff and Schwabe (2018), which...
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A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation
External localization is an essential part for the indoor operation of s...
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Hybrid Active Inference
We describe a framework of hybrid cognition by formulating a hybrid cogn...
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Total variation distance for discretely observed Lévy processes: a Gaussian approximation of the small jumps
It is common practice to treat small jumps of Lévy processes as Wiener n...
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DOptimal Design for the Rasch Counts Model with Multiple Binary Predictors
In this paper, we derive optimal designs for the Rasch Poisson counts mo...
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A minimax nearoptimal algorithm for adaptive rejection sampling
Rejection Sampling is a fundamental MonteCarlo method. It is used to sa...
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Optimal Designs for MinimaxCriteria in Random Coefficient Regression Models
We consider minimaxoptimal designs for the prediction of individual par...
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Bayesian Nonparametric Analysis of Multivariate Time Series: A Matrix Gamma Process Approach
While there is an increasing amount of literature about Bayesian time se...
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Optimal Designs for SecondOrder Interactions in Paired Comparison Experiments with Binary Attributes
In paired comparison experiments respondents usually evaluate pairs of c...
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Optimal designs for Kfactor twolevel models with firstorder interactions on a symmetrically restricted design region
We develop Doptimal designs for linear models with firstorder interact...
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Optimal Designs for Prediction in Two Treatment Groups Random Coefficient Regression Models
The subject of this work is two treatment groups random coefficient regr...
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Minimax L_2Separation Rate in Testing the SobolevType Regularity of a function
In this paper we study the problem of testing if an L_2function f belon...
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The semialgebraic geometry of optimal designs for the BradleyTerry model
Optimal design theory for nonlinear regression studies local optimality ...
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Local minimax rates for closeness testing of discrete distributions
We consider the closeness testing (or twosample testing) problem in the...
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Construction Methods for Gaussoids
The number of ngaussoids is shown to be a double exponential function i...
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On the weight distribution of second order ReedMuller codes and their relatives
The weight distribution of second order qary ReedMuller codes have bee...
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Analytic solutions for locally optimal designs for gamma models having linear predictor without intercept
The gamma model is a generalized linear model for gammadistributed outc...
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Second Order Expansions for Sample Median with Random Sample Size
In practice, we often encounter situations where a sample size is not de...
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Locally optimal designs for generalized linear models within the family of Kiefer Φ_kcriteria
Locally optimal designs for generalized linear models are derived at cer...
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A note on locally optimal designs for generalized linear models with restricted support
Optimal designs for generalized linear models require a prior knowledge ...
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Optimal 2^K Paired Comparison Designs for ThirdOrder Interactions
In psychological research often paired comparisons are used in which eit...
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Percolation is Odd
We discuss the number of spanning configurations in site percolation. We...
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Optimality regions for designs in multiple linear regression models with correlated random coefficients
This paper studies optimal designs for linear regression models with cor...
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Optimal designs for thirdorder interactions in paired comparison experiments
It is shown how by not losing information on higher order interactions, ...
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Experimental Designs for Accelerated Degradation Tests Based on Gamma Process Models
Accelerated degradation tests (ADTs) are used to provide an accurate est...
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Visualizing Deep Neural Networks for Speech Recognition with Learned Topographic Filter Maps
The uninformative ordering of artificial neurons in Deep Neural Networks...
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Optimal Design for Probit Choice Models with Dependent Utilities
In this paper we derive locally Doptimal designs for discrete choice ex...
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A goal oriented error estimator and mesh adaptivity for sea ice simulations
For the first time we introduce an error estimator for the numerical app...
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sKPNSGAII: Knee point based MOEA with selfadaptive angle for Mission Planning Problems
Realworld and complex problems have usually many objective functions th...
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The candy wrapper problem – a temporal multiscale approach for pde/pde systems
We describe a temporal multiscale approach for the simulation of longte...
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Intersection distribution, nonhitting index and Kakeya sets in affine planes
We propose the concepts of intersection distribution and nonhitting ind...
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On the intersection distribution of degree three polynomials and related topics
The intersection distribution of a polynomial f over finite field F_q wa...
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On designtheoretic aspects of Boolean and vectorial bent functions
There are two construction methods of designs from Boolean and vectorial...
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OttovonGuerickeUniversity Magdeburg
The University of Magdeburg is a young and dynamic profile university and a reliable partner for business, science and education partners in the region and beyond. The focus in research and teaching is on the engineering and...