„… node is able to retrieve information via its neighbors. Furthermore, the network size and adjacency are …” „… hardly affected by changes in the global model (e.g., network size) as each node considers only a local …” „… that the objective value might not be reached in case the computed mean is not a whole number. 6.3 KPIs …”

„… amongst the available nodes in the network. However, defining an absolute value of the balanced load is …” „… load is found in heterogeneously sized discrete packets. Fig. 8.1 shows a network example of the …” „… components assignment in a network. The figure illustrates the different layers: • Device level: Where the …”

„… across the network assuming the QoS of the communication provided in the non-realtime communication …” „… marked with a black square at the edge indicate a communication over network, i.e., the signal is …” „… estimating the maximum time needed to transmit the biggest load packet available in the network. This …”

„… invariant. Furthermore, the network size and adjacency are considered to be static and does not change …” „… of nodes present in the core network, x (k) i representing the load at node i at time step k …” „… vector quantity and can evaluate to a signed value according to the direction of the load transfer. ζi …”

„… presented. Furthermore, a regression model is constructed to investigate hub spoke networks and optimize …” „… discretized and adapted such that they do not exceed the resulting value computed by the analytic approach …” „… analysis, the network topology has to either be known or a discovery mechanism to explore the full network …”

„… Quality of Service (QoS) between the components. This requires the handling of network communication …” „… take over and the corresponding network communication is thus readjusted. Figure 2.3 illustrated the …” „… topology in networks that is driven from the spoke-hub distribution paradigm that traffic planners used to …”

„… time series data using K-Nearest Neighbor [1], ARIMA [17], as well as Dynamic Bayesian Network [18 …” „… . Meesad, K. Rojanawan Fig. 1: A Sample of Time Series Data 2.2 Time Series Missing Values Missing value …” „… , instead of throw the missing records away, ones can solve the problems the filling in a new value to …”

„… Communication Networks, FernUniversität in Hagen, Germany Abstract: Centroid terms are single words that …” „… may result in a concentration of entries on a single peer, if the hash value of many keys/entries is …” „… given and a lexical ordering by x, y and last but not least followed by the value of λ will be possible …”

„… networks, authentication and authorization processes are primarily managed by hierarchically structured …” „… the network. In the upcoming field of ubiquitous computing and the internet of things, with its huge …” „… number of connected elements and dynamic network structures, centralized management no longer seems …”

„… of Communication Networks FernUniversität in Hagen, Germany Abstract: Dynamic hash tables (DHT, [1 …” „… value of their keys and also the position of a peer in the ring is fixed by the respective hash value of …” „… replication in unstructured P2P networks. In: Proceedings of the 16th International Conference on Super …”

„… to build a robust traffic modeler-and-simulator. Different candidate neural networks …” „… forward Artificial Neural Networks), RNNs (Recurrent Neural network), CNNs (Cellular Neural network) and …” „… Echo-State (Reservoir computing RC) Neural Networks. All of them may be exploited to design and realize the …”

„… . 1 Introduction Graphs are one of the most used tools for networks representation. It reduces …” „… networks representation into a mathematical matrix. Thereby, the nodes and the edges of a graph help to …” „… model, visualize and understand specific interactions between entities in a given network. Graphs have …”

„… wave interferences in nerve-like networks. Some examples of measurable properties in nerve-system shell …” „… give an impression, how valuable the theory of interference networks can be for an understanding of …” „… weights learning we discuss the general problem of current neural network theory. The paper assumes a …”

„… ‘Vibration Dose Value’ and is an assessment value for oscillations, which is explained later. P2P means …” „… ‘peak-to-peak’ value and describes the value difference between a peak value and the adjacent (local) minimum …” „… depends heavily on the made settings, the initialization of the individuals or particles within the value …”

„… sum-absolute-total-axialforce value is selected. The topology draft of a continuous example used to illustrate the key concepts …” „… constraint space. The search halts once a feasible positioning has been found. The output is a binary value …” „… limitations - Variable can be regarded a reference position (fixed to an arbitrary value) which can be used …”

„… typical value), which is definitively enough to qualify for the "fast" tag. However, this approach …” „… value models Data-based approaches are the tools of choice when it is required to quantify characterize …” „… models that are able to describe the desired result value in dependence of more than just one to three …”

„… intrinsic locking value to the outer rear wheel on cornering in order to further improve the dynamics …” „… complex network, these software functions are all Audi in-house developments. Only open-source …” „… design of the network architecture and controller functionality see [5] and [6]. In the four-wheel drive …”

„… the pitch circle diameter and stated in units of mm/minute. This value correlates with the cage speed …” „… of comparison, a standard bearing can achieve only about half of this value. If the speed parameter …” „… resistors is created. High-frequency voltages are coupled into this network of capacitive resistors via …”

„… about 70°C at the magnets is assumed. This value is chosen due to the thermal measurements depicted in …” „… Electric Machines Based on Normalized Gaussian Network. IEEE Trans. Magn., 51 (2015) 3, pp. 1-4 [4 …”

„… 5 S INGLE IMAGE RECONSTRUCTION US ING ADVERSAR IAL TRAIN ING Figure 5.1: The proposed network …” „… without 2D to 3D point correspondences. The critic networks enforces a plausible 3D pose while a …” „… neural network that infers 3D joint coordinates directly from 2D observations. In contrast to Chapter 4 …”

„… reconstructing a human pose from a single image. A human body model is learned by training a deep neural network …” „… . . . . . . . . . . 19 2.2.2 Direct Inference using Neural Networks . . . . . . 19 2.3 Time Consistent Human Motion …” „… . . . . . . . . . . . . . . . . . . . . . . 83 5.4 Critic Network . . . . . . . . . . . . . . . . . . . . . . . . 84 5.5 Camera …”

„… scene. They decomposed the input data via a Singular Value Decomposition (SVD) into two sets of …” „… approaches benefiting from the recent rise of neural networks. They try to estimate 3D poses directly from …” „… error. 2.2.2 Direct Inference using Neural Networks Recently, neural networks are directly applied to …”

„… . Additionally, linear subspaces (e. g. obtained by a PCA) and nonlinear (e. g. learned by neural networks) of …” „… . . . ϑdI3 ) (3.24) with ϑi as the value of the i-th mixing coefficient. Now only the mixing coefficients ϑ …” „… . 3.2.3.2 Discriminator Networks as Subspace Constraint Figure 3.6: Structure of a GAN. The training process …”

„… Chintala, and Léon Bottou. “Wasserstein Generative Adversarial Networks.” In: International Conference on …” „… ] Jian-Feng Cai, Emmanuel J. Candès, and Zuowei Shen. “A Singular Value Thresholding Algorithm for Matrix …” „… training of neural networks.” In: Journal of Machine Learning Research 17.1 (2016), pp. 2096–2030. [21] Ian …”

„… artificial neural networks and integrated into the longitudinal dynamics model. Defined driving scenarios are …” „… transmission. The modelling of the effi-ciency is done with an artificial neural network. The concept of the …” „… are compared with those simulated with constant efficiency value. In this work, various driving …”

„… Temperature Modelling of a Dual Clutch with Artificial Neural Networks Florian Schuchter, Max …” „… measurement data. A supervised learning algorithm is used that trains a neural network. The temperature …” „… deviation between the original model and the artificial neural network is reduced by 54%. The application of …”

„… approach is presented to cover adaptation routines by employing artificial neural networks. The …” „… can be modeled by an artificial neural network and can be predicted better than the state of the art …” „… aspect is the environment in ad-dition to the artificial neural network, if we can deal with questions …”

„… networks for digital twins is state of the art. However, during the last years, a new trend can be observed …” „… : The usage of reduced-order-models or neuronal networks. Often various dedicated and tai-lored model …” „… types are used for different parts in an inverter. Reduced-order-models or neuronal networks can deliver …”

„… Network-based System Development and Integration Approach Development & Validation, Development …” „… robust and efficient development process. GKN has therefore developed a network and model-based system …” „… organisation. The mainly sequential approach along the famous V-model has now been replaced with a network …”

„… synchronous machine. Parameter Value Unit Maximum Power 150 kW Maximum Torque 310 Nm Maximum RMS Current 450 A …” „… electromagnetically using finite element analysis (FEA) and thermally using a network model. The resulting temperature …” „… simulation. Parameter Value Unit Curb Weight 1850 kg Gross Vehicle Weight 1925 kg Frontal Area 2.36 m² Drag …”