VDI Verlag eLibrary

Constraint Propagation for Analog and Mixed-Signal Integrated Circuit Design

Krinke Andreas

Reihe: Rechnerunterstützte Verfahren

Band 474 2020

Treffer in den folgenden Teilen:

Adaptive Data Model for Efficient Constraint Propagation S. 91-102

„… use graph databases, which are optimized for storing heavily and freely connecteddata. For this …” „… graph. [KJL13] the model. In other words, all information in the database must obey the model and …” „… extensions form a dependency graph. When adding and updating information in the database, mandatory …”

Implementation and Results S. 103-121

„… ++ Figure 7.1: Overview of the communication infrastructure between Cadence DF II and the graph database Neo …” „… the implementation of the data model: (1) a graph database and (2) software components for the …” „… exchange of data between the graph database and Cadence DF II. 7.1.1 Graph Database and its Design Tool …”

Bibliography S. 132-146

„… . Graph Databases. 1st edition. Sebastopol, CA, USA: O’Reilly, 2013. Cited on pages 17, 93, 95. [Sal+08] A …” „… DatabaseManagement. 8th edition. Boston, MA: Cengage Learning, 2015. ISBN: 978-1-285-42710-2. Cited on pages 17, 93 …” „… . “Design Databases”. In: EDA for IC Implementation, Circuit Design, andProcess Technology. Edited by L …”

Glossary S. 128-131

„… (unfolded) design hierarchy (cf. Figure 4.2 on page 23). 129 GLOSSARY Graph database Type of database that …” „… graph representing the cells and their relationships caused by instantiations. Design parameter Property …” „… uses graphs to store and query information. Instance terminal Pin of an instance that allows electrical …”

State of the Art S. 10-17

„… . A further example are graph databases, which are especially suitable for highly connected data [RWE …” „… database technology, on which Chapter 6 is based. This chapter discusses the relevant publications in both …” „… properties. In 2011, Eick et al. [Eic+11] introduced the structural signal flow graph and a …”

Research Summary, Conclusions, and Outlook S. 122-127

„… graph database to implement our data model. We then created an interface between that database and the …” „… and in-depth analysis of propagation types (lower-right circle), and (3) an adaptive graph-based data …” „… design tools or, as shown in this work, as a dedicated database. A dedicated database has the advantage …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103 7.1.1 Graph Database and its Design Tool Integration . . . . . . . . 104 7.1.2 Data Export and …” „… . . . . . . . . . . . . . . . . . . . . . . . 14 2.2 Design Databases . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 3 Research …” „… converter DBMS database management system DMA direct memory access DSP digital signal processor EDA …”

doi.org/10.51202/9783186474209

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Autonomous Systems 2016

Herwig Unger (Hrsg.), Wolfgang A. Halang (Hrsg.)

Reihe: Informatik/ Kommunikation

Band 848 2016

Treffer in den folgenden Teilen:

Natural Language Processing S. 167-194

„… . Graph databases such as Neo4j [19] are specifically designed for this purpose. They are also well-suited …” „… to support graph-based text mining algorithms [20]. This kind of databases is not only useful to …” „… graphmodel of these databases, nodes (terms) in co-occurrence graphs can be enriched with additional …”

doi.org/10.51202/9783186848109

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Theory and Application of Text-representing Centroids

Herwig Unger, Mario M. Kubek

Reihe: Informatik/ Kommunikation

Band 863 2019

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M. M. Kubek, H. Unger The WebEngine – A Fully Integrated, Decentralised Web Search Engine S. 107-120

„… Content Computeunit, which needs to access the term co-occurrence graph databases (e.g.constructed and …” „… stored using the graph database system Neo4j (https://neo4j.com/)), which in turn contain the …” „… ) controlled by a respectiveseparate unit.As the WebEngine makes heavy use of graph databases for the storage …”

M. M. Kubek, H. Unger Centroid Terms as Text Representatives S. 7-26

„… significancescan be persistently saved as edge attributes. Graph databases are therefore anurgently necessary tool …” „… .: Text Mining with Graph Databases: Traversal of Persisted Token-level Representations for Flexible …” „… System filterPsychology psychologyReligion religionUniverse shapeMass media databaseRio de Janeiro …”

H. Unger a `Librarian of the Web' really needed? S. 1-6

„… inspired by the idea of indexing the content ofwebsites in big databases.Owing to ever-increasing computer …” „… pages containing those terms. In otherwords, for any word of every language a database is built with the …” „… intersection of all databases corresponding to each single query termmust be determined with huge computational …”

M. M. Kubek, Herwig Unger Towards a Librarian of the Web S. 55-78

„… need a librarian, too. Google and other web searchengines are more or less just keyword databases and …” „… , the relative impor-tance of a document in the web graph and the graph’s linking structure …” „… calculations us-ing its huge databases even when taking into account the rather limited amountof information in …”

H. Unger, M. M. Kubek Evolving Text Centroids S. 121-130

„… ] databaseRio de Janeiro [Rio, zone, 0.50] sportStroke [stroke, factor, 2.51] bloodMark Twain [fiction, Twain …” „… appear together in a sentence orparagraph of the text corpus. The connected subgraph G of the graph (X …” „… , E)is then called co-occurrence graph of the corpus. The number of a tuple’s (xi, xj)co-occurrences in …”

M. M. Kubek, T. Böhme, H. Unger Spreading Activation: A Fast Calculation Method for Text Centroids S. 27-38

„… embeddedNeo4j (https://neo4j.com) graph database using its property-value store pro-vided for all nodes …” „… the derivation ofa graph-based algorithm using the well-known spreading activationtechnique, which is …” „… described in this contribution. The experimentalresults obtained using co-occurrence graphs of varying sizes …”

M. M. Kubek, T. Böhme, H. Unger Empiric Experiments with Text-representing Centroids S. 39-54

„… represented by the co-occurrence graph. Herein, im-portant properties of centroids as well as their …” „… a single distance measurement on the respective co-occurrence graph,which can be considered a …” „… co-occurrence graph) for their calculation will be discussed fol-lowed by a detailed consideration of centroid …”

H. Unger, M. M. Kubek Concept Supporting a Resilient, Fault-tolerant and Decentralised Search S. 79-90

„… subsets Ui and Uj from U with |Ui| < cmax,i and|Uj| < cmax,j. The co-occurrence graph used for this …” „… executed withinthe next circulation of the random walker.In addition, the co-occurrence graphs of all nodes …” „… , hierarchical struc-ture of completely connected sub-graphs.Therefore, an addition must be made to the …”

doi.org/10.51202/9783186863102

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Cooperatively Managing and Exploiting Distributed Co-occurrence Graphs

Supaporn Simcharoen

Reihe: Informatik/ Kommunikation

Band 879 2022

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State of the Art S. 9-37

„… foundation forcreating a searchable online index.• Database:All data from enormous resources on the web are …” „… stored in the databases. Each databaseis used to manipulate those resources and the data structure which …” „… keywords or phrases. Then the search engine queries relatedinformation from the databases and delivers …”

The Web Search Engine TheBrain S. 99-114

„… graphs:Neo4j (https://neo4j.com) is selected as the graph database for collecting the local co-occurrence …” „… graphs. The benefits of this database are to store, query, and add the propertyto words (nodes) on the …” „… decentralised managedco-occurrence graph is a suitable structure for all needed tasks, and the respective …”

Introduction S. 1-8

„… , efficient database for all kinds of docu-ments?From the author’s point of view, answers to those questions …” „… . For this instance, graphs area common and appropriate model to represent such processes, which will be …” „… language processing techniques are used for many tasks, the so-calledco-occurrence graph in order to …”

Co-occurrence Graphs S. 38-59

„… the word co-occurrences are determined by using theDice coefficient [56]. A Neo4j graph database …” „… manner, the co-occurrence graph becomes the basic structure of a newkind of database (see Fig. 3.3), in …” „… Chapter 3Co-occurrence GraphsIn this chapter, the further work with a co-occurrence graph is …”

References S. 117-130

„… , outdated orfake information from the co-occurrence graph. Likewise, it seems to be just a small step …” „… (co-occurrence) graph-based methods will contribute in the future to a significantstep forward in the area of …” „… area of recommender systems, context-basedsocial networks and knowledge graphs might be …”

doi.org/10.51202/9783186879103

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Automation 2023

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2419 2023

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R. Hana, I. Ünal, T. Kleinert Scaling up anomaly detection in measurement data for process plants S. 915-926

„… , 2023 925[10] J. J. Miller, "Graph database applications and concepts with Neo4j," Proceedings of the …” „… in machine-parsable DEXPI format are available from a database. 3. State of the art a) DEXPI DEXPI …” „… the neuron, an anomaly is marked. c) Semantic networks A semantic network is a graph structure, that …”

W. Guo, W. Sun, D. Vrucak, I. Garmaev, T. Kleinert, B. Friedrich, K. Greiff Strukturierung der Datenerhebung für die Recyclingphase: Recycelbare Metalle von Smartphones S. 805-818

„… : 50-67. [12] Hampel G. Preparing the Conceptual Model of a Database[J]. Quaestus Multidiscipli-nary …” „… System[J]. J. Softw., 2015, 10(10): 1160-1169. [15] Stonebraker M. SQL databases v. NoSQL databases[J …” „… characterized by varying degrees of abstraction. SQL [13] and NoSQL [14] databases are two main types of …”

B. Höper, M. Mertens Automatische Verwaltungsschalengenerierung durch Transformationen aus der Automatisierungsstruktur S. 365-376

„… digital twins in existing plants, the provisioning of the initial database is a major challenge, as there …” „… 4.0. 3. Verarbeitung der Automatisierungsstruktur als Graph Wie bereits im vorherigen Abschnitt …” „… diese und baut zunächst einen lokalen Graphen für die Konfigurationselemente einer einzelnen Datei auf …”

T. Miny, S. Heppner, I. Garmaev, T. Kleinert, B. Höper Verwaltungsschalen-Teilmodelle – Kopiervorlagen oder Informationsmodell- Typen S. 1015-1028

„… Commission. (n.d.). IEC 61360 standard database. Zu-gegriffen 2023-03-24, via https://cdd.iec.ch/cdd/iec61360 …” „… Graph based Approach for controlled Generation of AAS Digital Twin Instances for the Verification of …”

G. Ghasemi, D. Braun, N. Jazdi, M. Weyrich, S. Holtkotte, N. Richter, J. Birk A data-driven approach to analyze industrial process alarms using the association analysis method S. 777-790

„… dependencies [7]. Analyzing the logged signals database reinforce not only the exploration of relations between …” „… evaluation by humans. The implemented filters reduce the displayed graph either to branches with a defined …”

doi.org/10.51202/9783181024195

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Reaction Network Generation and Evaluation for the Design of Biofuel Value Chains

Juan José Wilhelm Victoria Villeda

Reihe: Verfahrenstechnik

Band 950 2017

Treffer in den folgenden Teilen:

Appendices S. 132-169

„… database is located in ReNeGen’s data directory under the name Yield Database.xlsx. Novel reactions can be …” „… 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 …”

Reaction network generation: Introduction to the basic algorithm S. 11-54

„… set of generic reaction rules, and (iii) formal methods based on graph theory, performing reactions …” „… continuous development concerning the incorporated database of retrosynthetic reactions. Since then, various …” „… composition of the mixture vector. The graph-theoretical Bond Electron Matrix -notation of molecules (Ugi et …”

doi.org/10.51202/9783186950031

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Medical Image Segmentation using Level Sets and Dictionary Learning

Saif Dawood Salman Al-Shaikhli

Reihe: Elektrotechnik

Band 415 2016

Treffer in den folgenden Teilen:

Bibliography S. 108-126

„… . http://www.insight-journal.org/midas/collection/view/3 8. [35] LObe and Lung Analysis database(LOLA11), 2011. http://lola11.com/. [36] T. Heimann, B. V …” „… Database.http://www.med.harvard.edu/aanlib/home.h tml. [82] M. Sokolova, G. Lapalme. A Systematic Analysis of Performance Measures For …” „… . S. Al-Shaikhli, M. Yang, B. Rosenhahn. Multi-Region Labeling and Segmentation Using a Graph Topology …”

Coupled Dictionary Learning For Image Segmentation S. 51-82

„… coupled dictionaries is measured. Then labels are selected for an automatic graph-cut segmentation. The …” „… if 7: if (‖Yl −DlAl‖2F > ) then 8: Go to step#2. 9: end if Label Selection for Graph …” „… back-ground labels for a graph-cut segmentation. In our framework, we use a multi-label graph-cut toolbox [106 …”

Level-Set Segmentation Using a Dictionary Learning Approach S. 83-104

„… ] proposed a generic affine invariant shape parametrization using a graph-cut method for liver and liver …” „… to 0.7. The evolution process is summarized in Alg. 7. 5.1.5 Experimental Results Image Database To …” „… images. Three different CT scan medical databases are used: The first one, namely, the segmentation of …”

Topological Prior For Image Segmentation and Classification S. 29-50

„… organs from abdominal CT using abdominal cavity standardization process with a feature database and an …” „… al. [58] proposed a multi-region segmentation method using graph cut for abdominal organ segmentation …” „… for multi-region segmentation of brain structures, three medical image databases, IBSR [32] (15 …”

Introduction S. 1-10

„… database. we present coupled voxel-wise dictionaries: one dictionary of grayscale image patches and one …” „… , M. Yang, B. Rosenhahn. Multi-Region Labeling and Segmentation Using a Graph Topology Prior and Atlas …” „… Topological Graph Prior. PSIVT 2013 Workshops, LNCS 8334 Springer, pp. 157-168, 2013. This paper covers …”

doi.org/10.51202/9783186415219

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ELIV 2021

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2384 2021

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T. Fuchs, O. Manicke, M. Zinser, B. Baker Automotive digital twin: An approach for isolating and virtual validating of software updates in end-to-end architectures based on customer vehicles S. 223-236

„… described. Secondly, this paper introduces a graph-based approach to model end-to-end architectures. The …” „… information about its configuration and component wear to a vehicle-related database. Other data about e. g …” „… integrated into the backend, where a graph structure is created based on the unique vehicle configuration …”

A. P. Das, K. Thomas, A. Mohan, A. S. Akhil, K. P. Ganesh A Battery Digital Twin framework for Predictive Maintenance and State of Health Estimation of Electric Vehicles S. 579-592

„… device Interfaces, databases, battery model, analytics engines, and the visualization dashboard. Figure …” „… [8,9,10] as the platform for the data exchange. It provides Kafka connect API to stream data. 3. Database …” „… processing in analytics engine. Influx DB is widely used open-source database for time series data storing …”

M. Rath, N. KN, A. K. Laxminarayana, R. Tandon Automated Driving – How cloud infrastructure plays a vital role in future of validation for Automated Driving? S. 95-104

„… manner. This paper aims to explain how a combination of carefully designed database of traffic …” „… Program (NCAP) Step 2: Upload these scenarios to database in Cloud infrastructure Step 3: Create a …” „… scenario database is created. The three data sources of scenarios mentioned below are used as an input to …”

O. Bitsche How to solve the trade-off between vehicle dynamics, traveling time and CO2 emissions. The CO2-Life Cycle Assessment for the Porsche Taycan S. 523-532

„… use recycled Batteries in the overall fleet. 3.2. CO2 potentials The graph Fig. 5 shows the CO2 …” „… : 23/08/2021 [2] EV Database, Link: https://ev-database.org [3] PAG, 18/03/2021, Porsche aims for balance …”

doi.org/10.51202/9783181023846

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Entwicklung eines Konzepts zur Kontextualisierung von Prozessdaten

Christian von Trotha

Reihe: Rechnerunterstützte Verfahren

Band 476 2021

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Titelei/Inhaltsverzeichnis S. I-XII

„… – process data – operator support system – graph database Die vorliegende Arbeit wendet sich an …” „… based on the Grakn graph database platform and uses various asset administration shells, BaSys40 …” „… – Graphdatenbank Keywords: Contextualization – data-based decision – knowledge graph – interlinked information …”

Literaturverzeichnis S. 166-180

„… ; Eifrem, Emil: Graph databases: [new opportunities for connected data]. 2nd ed. Sebastopol, CA : O’Reilly …” „… , Richard ; Schindler, Philipp ; Biffl, Stefan: Evaluation of NoSQL Graph Databases for Querying and …” „… Graph: things, not strings. https://googleblog.blogspot.com/2012/05 …”

doi.org/10.51202/9783186476203

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Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

Sun Danfeng

Reihe: Mess-, Steuerungs- und Regelungstechnik

Band 1278 2022

Treffer in den folgenden Teilen:

Distributed Edge Intelligence for Dependability Assessment and Spectral Efficiency Optimization S. 70-82

„… EngineCoordinator Sub-models DatabaseDocker Image RepositoryData AcquisitionCommunication AI Model ManagerFigure 5.1 …” „… . Note that the data acquisition component, local database,and Docker engine are all not necessary, which …” „… Cloud ServersData SourcesPLCs DCSs SensorsDrivesCommunication ComponentDatabaseEdge Node 2OSDocker …”

Bibliography S. 87-108

„… algo-rithm for discovering clusters in large spatial databases with noise. In Kdd, volume 96,pages 226–231 …” „… , Linlong Chen, Jie Cao, Xijun Zhang, and Sunan Kan. A combined trafficflow forecasting model based on graph …” „… , and Fei Xiao. Effective malware detectionscheme based on classified behavior graph in iiot. Ad Hoc …”

doi.org/10.51202/9783186278081

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Autonomous Systems 2017

Herwig Unger (Hrsg.), Wolfgang A. Halang (Hrsg.)

Reihe: Informatik/ Kommunikation

Band 857 2017

Treffer in den folgenden Teilen:

Mario Kubek Graph-based Text Mining and Information Retrieval with Neo4j S. 141

„… Networks FernUniversität in Hagen, Germany Abstract: This talk gives an introduction to the graph database …” „… 141 Graph-based Text Mining and Information Retrieval with Neo4j Mario Kubek Chair of Communication …” „… Neo4j and explores its usefulness in searching for text documents while relying on graph …”

Mario Kubek, Herwig Unger A Concept Supporting Resilient, Fault-tolerant and Decentralised Search S. 20-31

„… engines usually replace huge databases by distributed information connected via respective structures …” „… co-occurrence graph used for this purpose can be either obtained from the existing sub-cluster i or j or be a …” „… within the next circulation of the random walker. In addition, the co-occurrence graph of all nodes newly …”

doi.org/10.51202/9783186857101

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SIMVEC 2022

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2407 2022

Treffer in den folgenden Teilen:

M. Hofmann, M. Voigt, C. Barchanski, H. Rudolf, F. Mantwill, R. Schulte Methode zum Vergleich von Baugruppen im Karosseriebau mittels Graphdatenbanken S. 157-168

„… link them with each other and to analyze them with appropriate algorithms. Graph databases are suitable …” „… .: Graph Databases. O'Reilly Media, Inc., 2., United States of America, 2015 [10] Fernandes, D.; Bernardino …” „… , J.: Graph Databases Comparison: AllegroGraph, ArangoDB, InfiniteGraph, Neo4J, and OrientDB. In …”

F. Chinesta, R. Magg Empowering car design, maintenance and operation from advanced model order reduction and AI technologies S. 523-534

„… evolution [32], convolutional and graph NN [33] taking profit of invariance properties, Physical Informed NN …” „… ] M. Bronstein, J. Bruna, T. Cohen, P. Velickovic. Geometric Deep Learning, Grids, Groups, Graphs …” „… Twins: A New Paradigm in Data-Based Engineering and Engineered Data, Archives of Computational Methods …”

doi.org/10.51202/9783181024072

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Automation 2022

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2399 2022

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W. Li, M. Winter, C. Roos, T. Kleinert Strukturgraph der Produktion – Ein Konzept für Prozessdatenintegration und -analyse mit Anwendungsbeispielen S. 355-370

„… Anwendungsbeispielen Structure Graph of Production: A concept for process data integration and analysis with …” „… "Structure Graph of Production (SGP)". Influencing factors and the relationships between them are modeled as …” „… associate the data stored in the database in the SGP model, making the data easier accessible and allowing …”

C. Neunzig, D. Möllensiep, S. Fahle, B. Kuhlenkötter, M. Möller, J. Schulz Approach to Data Pre-processing for Predictive Quality of Hydraulic Test Results in a Dynamic Manufacturing Environment S. 425-438

„… no alternative but to detect changes in the database and take them into account in the modelling …” „… larger variance of the feature vector. In Figure 6 the line graph of the F1-score of this approach for …” „… and imbalanced target vector is present as well as a temporal variability of the database. The …”

S. Fluchs, E. Tastan, R. Drath, M. Mertens, J. Ritter, A. Horch, A. Fay Security-Entscheidungen „by Design“ in das Engineering prozesstechnischer Anlagen integrieren – Konzept der „Automation Security by Design Decisions“ S. 115-132

„… ]. Ausgangspunkt ist die Modellierung einer Anlage als Material Flow Network Graph. Dieser Graph wird dann …” „… Conference on Database and Expert Systems Applications (DEXA 2007), Regensburg, Germany, Sep. 2007, S …”

doi.org/10.51202/9783181023990

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ELIV 2024

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2441 2024

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N. Neis, L. Eisemann, D. Hermann, J. Zhou, L. Toettel From Reality to Simulation: Automatized Transfer and Simulation of Critical Driving Scenarios with Digital Twins S. 453-466

„… road conditions, are not considered.Further, the need to collect the scenarios in a database to make …” „… them available for later usageis not addressed. The use of additional metadata in the database …” „… databases and police records to raise theprobability of encountering critical situations.3.2 Data …”

M. Obstbaum, I. Wior, J. Kasper, P. Vaudrevange, S. Khan, M. Keckeisen, M. Staib, R. Freitag, J. Schneider SpecBook-Copilot – Efficient Formalization of Requirements using Artificial Intelligence in the Development of MB.OS S. 221-232

„… , VDI-Berichte Nr. 2441, 2024224knowledge can be stored explicitly in a database. Here, knowledge graphs are …” „… the graph. In recent literature, the combination of LLMs with explicit data, like knowledge graphs and …” „… component lists, signal databases, development models, and model trees. This domain-specific knowledge is …”

D. Shankar, T. Jose Optimizing Electronics Architecture for the deployment of Convolution Neural Networks using System-Level Modeling S. 257-264

„… methodology that we have created enables the design team to define the task graph for an operation, model any …” „… methodology uses Chatgpt to characterize an existing software and create the task graph of a proposed software …” „… such as ChatGPT for task graph generation, system-level IP generators for modeling, and flexible …”

L. Hettich, J. Stümpfle, M. Weyrich Testing Variant-Rich Software-Defined Mobility Systems Methods, Future Challenges and Innovative Concepts S. 243-256

„… a Feature Interaction Graph, while diverse similarity metrics are calculated as input data for …” „… tested in the future, the focus of this publication is on the use of Graph Neural Networks (GNNs) for …” „… running example GNNs are a class of neural networks capable of processing data structured as graphs with …”

L. Eisemann, L. Toettel, T. Watzl, T. K. Rupp, J. Schaper Using Large Language Models to generate critical driving situations for virtual and hybrid ADAS/AD testing S. 265-280

„… such as GermanIn-Depth Accident Study (GIDAS) [36] database.From a technical perspective, the LLM-based …” „… shownin Fig. 5. The resulting graphs indicate that our LLM-based approach is able to adapt …” „… Study, 1999. URL: https://www.gidas.org/start-en.html, accident database collected since 1999 …”

A. Vickers, P. Fintl, D. Hughes, M. Roberts From Niche to Mainstream: Harnessing Generative AI for Automotive Excellence. GenAI is not Enough! S. 67-80

„… have a mix of content type, including text, tables and visual data (charts, graphs and images …” „… Recognition and word embeddings, storing the results in a vector database that we can then perform semantic …” „… Translating from Reduced Graphs to SMILES,” Journal of Chemical Information and Modeling, vol. 59, no. 3 …”

S Gowrishankar, KV Muralidhara, M. Ghivari Leveraging AI/ML Techniques in Software Defined Architecture: Towards Emotional Quotient Prediction in Smart Automotive Cabins by Integrating Physiological and Vehicle Data. AI-driven Smart Cabin in S... S. 343-358

„… profile, the peaks captured in the graph show Stress in his driving pattern, because of which his …” „… physiological data-based driver state is also in discomfort zone. The final Driver state is predicted as …” „… data-based driver state is in Red Alert zone. Due to his ill health, we also notice his vehicle data-based …”

doi.org/10.51202/9783181024416

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Technische Zuverlässigkeit 2023

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2409 2023

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S. Kupjetz, W. Zenn, S. Röding Vorstellung eines Kausalmodells relevanter Fehlerbilder zur Entwicklung wissensbasierter KI-Modelle am Beispiel von Werkzeugmaschinen S. 219-230

„… ., based on trainable knowledge graphs of the determined root causes and resulting effects. Accounting for …” „… domain and belong to the family of probabilistic graphical models and consist of directed acyclic graphs …” „… [6]. Random variables with at least two discrete states are represented by nodes in the graph …”

doi.org/10.51202/9783181024096

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