„… shows an in-depth insight to obtain currently unavailable knowledge about material transport in the …” „… , crop-flow processes firstly need to be better understood. Current knowledge of crop-flow behavior is …” „… right from the beginning into the entire crop-flow wouldn’t allow achieving fundamental knowledge about …”

„… providing spatial and motion knowledge into the route optimization process, to determine reliable and …” „… , knowledge in the domains of route planning and motion planning differs enormously in terms of spatial …” „… information as well as information about the movement ability (Fig. 1). Fig. 1: Different domain knowledge …”

„… graphs, just as the mentioned machine-machine interactions. The two upper graphs show the …” „… machine-machine interactions and the two graphs in the bottom show the machine-environment interactions. Fig …” „… against the load-coefficient Regarding those graphs, the working speed, the yield and the soil moisture …”

„… consumption [1]. The knowledge collected in this paper was gathered within a project funded by the German …” „… . 2395, 202242 Fig. 5: Graph of computed rake angle with minimal draft force Although the rake …”

„… knowledge on the functioning of the machine but is able to compute the energy requirements in different …” „… demonstrated in the graphs, the control system was able to perform soil tillage with both reward functions …”

„… Multi-Sensor Data Fusion with Fuzzy Knowledge-based Controller for Collision Avoidance of a Mobile …” „… combination with a fuzzy knowledge-based control algorithm. The robot was a combustion engine rover that …” „… task. Alternative solutions have been practiced based on knowledge-based decision making which have …”

„… knowledge, has been developed by CLAAS (CEMOS). The system guides the operator with a step by step dialog …” „… through all relevant settings and combines technical instructions with process and agronomical knowledge …” „… optimization steps can be provided with headings, supplemented by graphics, or enriched with explanatory texts …”

„… , expert knowledge can be used to determine a structure graph with various nodes and their corresponding …” „… ], which can have a list of attributes e.g., label, color, style or shape. A subgraph has a graph-like …” „… Anwendungsbeispielen Structure Graph of Production: A concept for process data integration and analysis with …”

„… probabilistische Modelle, bei den ein Graph aus Kno-ten und Kanten die bedingten Wahrscheinlichkeitsbeziehungen …” „… ) beschreiben ein CRF mit Beobachtung X und Zufallsva-riablen Y wie folgt:  ? ?,? ist ein Graph mit Knoten V …” „… und Kanten E, wobei ? ? ∈ , sodass Y den Knoten im Graphen G zugeordnet werden kann  ?,? ist dann …”

„… knowledge. This affects 75 features, as concept deviations can be noticed in several measurements. When …” „… knowledge, the causes of this can be investigated. In this use case, XGBoost classifier was selected as the …” „… larger variance of the feature vector. In Figure 6 the line graph of the F1-score of this approach for …”

„… few-shot learning help to leverage adaptation of previously gained knowledge to new tasks. Building upon a …” „… established information and knowledge, often in the form of knowing by heart, papers, or legacy systems, to …” „… images or timeseries). The metadata influences the so-called learning bias, prior knowledge which …”

„… Herausforderung als den zugehörigen Algorithmus umzusetzen. In diesem Zusammenhang wurden Knowledge Graphen …” „… , “Knowledge graphs as enhancers of intelligent digital twins,” 4th IEEE International Conference on Industrial …”

„… ]. Ausgangspunkt ist die Modellierung einer Anlage als Material Flow Network Graph. Dieser Graph wird dann …” „… A. J. Fay, „Ontology and life cycle of knowledge for ICS security assessments“, gehalten auf der 4th …”

„… monitoring in this context. It is common knowledge that many technical problems in electrical equipment show …” „… ]). A similar approach is to take a crosscut of the image, i.e., a graph that shows the pixel …”

„… 3 Reaction network generation: Including empirical knowledge The complete generation of all …” „… , especially in case there is no knowledge available on the synthesis task under investigation. However, formal …” „… network generation also have to offer the functionality to account for empirical knowledge and …”

„… chemistry, restrictable by empirical knowledge. By investigating the molecular structure of the network …” „… described by graphs . . . . . . . . . . . . . . . . . . . . . 22 2.3 Computational representation of …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 54 3 Reaction network generation: Including empirical knowledge 55 3.1 Restrictions on the transition …”

„… composition of the mixture vector. The graph-theoretical Bond Electron Matrix -notation of molecules (Ugi et …” „… the graph-based representation of reactions and molecules, linguistic description is an alternative …” „… graph-based descriptions of combustion reactions were introduced by Warth et al. (2000) through EXGAS and by …”

„… . • Graphviz, an open source graph visualization software used in ReNeGen to visualize the generated networks …” „… mathematical terms of graph and set theory used in this thesis. The collocation of fundamentals in graph theory …” „… mathematical preliminaries of set theory. A.1 Graph theory A simple graph G(V,E) is an ordered pair of a …”

„… the union of their graph representations. Consider an arbitrary, but finite number of n graphs G1 …” „… ,...,Gn, each containing a vertex sets V1,...,Vn and an edge set E1,...,En. The union of these graphs …” „… selectivity requires, besides the knowledge of the reacting substances, at least information on reaction …”

„… methodology incorporating very detailed knowledge on product and process design methods was proposed by Gani …” „… , comprising the knowledge of synthetic chemistry, was compiled by Kowalik et al. (2012) and serves as basis …” „… opportunity to include various kinds of empirical knowledge on e.g. reaction patterns and molecular …”

„… knowledge. Topological operations on the generated network The generated network contains 52 intermediates …” „… graphical network representation was generated by using the Open Source software package Graphviz (Ellson et …” „… has to be converted into the molar scaling γ. With knowledge of the liquid density ρL,T and the …”

„… – Graphdatenbank Keywords: Contextualization – data-based decision – knowledge graph – interlinked information …” „… Wirkung . . . . . . . . . . . . . . . . . . . . . . 148 A.3 GraphML-Dateien der Nachbarschaft von L26 …” „… – process data – operator support system – graph database Die vorliegende Arbeit wendet sich an …”

„… beispielsweise Google eine als Knowledge Graph bezeichnete Wissensdatenbank4 zur direkten Beantwortung von …” „… Einstein gesucht, wird dank des Knowledge Graph unmittelbar die Antwort ” 14. März 1879“ angezeigt, ohne …” „… Konzepts bedarf, das aktuelle Teilmodelle integrie- 4https://en.wikipedia.org/wiki/Knowledge Graph 3 1 …”

„… / introducing-knowledge-graph-things-not.html. Version: 16.5.2012 [15] Willner, Alexander ; Diedrich, Christian ; Ben Younes, Raed ; Hohmann …” „… ; Eifrem, Emil: Graph databases: [new opportunities for connected data]. 2nd ed. Sebastopol, CA : O’Reilly …” „… , 2015. – ISBN 978–1–491– 93200–1 [14] Singhal, Amit: Official Google Blog:Introducing the Knowledge …”

„… Data set A Label A1 Label A2 Label A3 Knowledge Graph (Linked) Semantic Models Data Lake Abbildung 3.10 …” „… Graphmodells unterschieden werden [13]. Die drei gängigsten Modelle sind Property-Graph, RDF-Triple und …” „… verwendet sowohl für die Datenverarbeitung als auch für die Datenspeicherung graph-native Technologien [13 …”

„… Jazdi, Peter Göhner, and Ramin Yousefifar. Knowledge-based planning and adaptation of industrial …” „… , 2015. [12] John Adrian Bondy and Uppaluri Siva Ramachandra Murty. Graph theory with applications …” „… , volume 290. Citeseer, 1976. 110 Bibliography [13] Stephen Boyd. Convex optimization of graph laplacian …”