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ELIV 2024

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2441 2024

Results in this title

U. Akcakoca Contribution of Artificial Intelligence in Automotive Cyber Security Management System More Cybersecurity through Artificial Intelligence S. 579-XVI

„… Contribution of Artificial Intelligence in Automotive Cyber Security Management System More …” „… Cybersecurity through Artificial Intelligence Dr.-Ing. Ugur Akcakoca, EDAG Engineering GmbH, Ingolstadt …” „… in this manuscript aims at an AI-based (AI: Artificial Intelligence) continuous protection against …”

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

„… SpecBook-Copilot Efficient Formalization of Requirements using Artificial Intelligence in the …” „… from theoretical computer science and mathematics along with artificial intelligence [6][5][4][2]. In …” „… ”. https://ai.meta.com/blog/roberta-an-optimized-method-for-pretraining-self-supervised-nlp-systems/, 2019. Accessed: 2024-08-20. [23] “AIToC - Artificial Intelligence supported Tool Chain in …”

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

„… , both existing and proposed. Keywords— Artificial Intelligence/Machine Learning Deep Neural Network, GPU …” „… . Machine learning (ML) refers to a subset of artificial intelligence (AI) where systems improve their …” „… signal processing (DSP), 5G wireless applications, and artificial intelligence (AI) technology such as …”

P. Dreiseitel, R. Grewe Quo vadis Vision Zero – Can AI help us to make our vision come true? S. 41-52

„… the goal of zero fatalities with the help of artificial intelligence? There are many statistics on …” „… understood by AI. If we start with the definition of artificial intelligence as software that mimics …” „… driving systems. The integration of artificial intelligence (AI) into automotive systems presents new …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… Friedrichshafen AG, Artificial Intelligence Lab, Saarbrücken; A. von Twickel, R. Plaga, Federal Office for …” „… beyond 565S. Schran, R. Jung, A. Mukherji, ETAS GmbH, StuttgartContribution of Artificial Intelligence in …” „… Automotive Cyber Security Management System More Cybersecurity through Artificial Intelligence 579U. Akcakoca …”

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

„… . For many years, Machine Learning (ML), Deep Learning (DL), and Artificial Intelligence (AI) have been …” „… . Shannon, “A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence,” AI Mag, no. 27 …” „… , December 2018. [10] D. Crevier, AI: The Tumultuous Search for Artificial Intelligence., ISBN …”

G. Schneider, F. Woitschek, A. von Twickel, R. Plaga Auditing Guidelines for AI-based AD/ADAS Components focusing on AI Security S. 53-66

„… , ZF Friedrichshafen AG, Artificial Intelligence Lab, Saarbrücken, Germany; Fabian Woitschek, ZF …” „… Friedrichshafen AG, Artificial Intelligence Lab, Saarbrücken, Germany; Dr. Arndt von Twickel, Federal Office for …” „… , which needs to be integrated in auditing guidelines. 1. Introduction Artificial Intelligence (AI …”

K. Szelechowicz, K. A. Rösler AI in Traffic: New Dimensions of Vehicle Intelligence New method for optimizing traffic flow through AI-based implementation of real-world traffic data from other road users S. 81-92

„… Science Ruhrwest, Mülheim a. d. Ruhr; Abstract Artificial Intelligence (AI) is ushering in a new era of …” „… the advent of artificial intelligence in road traffic, new dimensions of vehicle intelligence are …” „… were used to train the artificial intelligence. Velocity: Vehicle velocities can be used to make …”

X. Wang, A. Hübner, M. Kühl, B. Zlotnik Enabling Automotive MLOps with Open-Source Based Software S. 93-104

„… Israel Ltd., Ra'anana Abstract In the field of autonomous driving, Artificial Intelligence (AI)-based …” „… developed a toolchain for Artificial Intelligence (AI) testing and validation that is designed to be …” „… integration and delivery [2][3]. Red Hat OpenShift AI, an Artificial Intelligence platform operating on top …”

K. Brand, T. Tang, D. Selvaraj A New Era for Software Verification: Heterogeneous Multicore Compute With Model-Based Design and Virtual ECUs S. 437-452

„… ®. https://www.mathworks.com/hardware-support/infineon-aurix.html [12] Infineon and Synopsys Collaborate to Accelerate Artificial Intelligence in Automotive …” „… -Infineon-and-Synopsys-Collaborate-to-Accelerate-Artificial-Intelligence-in-Automotive-Applications [13] Synopsys and Infineon have collaborated to develop the AURIX™ TC4x Virtualizer Development …” „… Infineon’s AURIX™ TC4x architecture. We demonstrate sensor-less position estimation using an Artificial …”

U. Bodenhausen How to Integrate GenAI in Automotive Enhance GenAI or Change Development Philosophy? S. 1-12

„… . Introduction: Generative Artificial Intelligence Generative Artificial Intelligence (GenAI) is the most …” „… development processes and the focus of this paper. Generative Artificial Intelligence and the Automotive …”

J. Richenhagen, M. Engelhard, J. Jeub, S. Kriebel, A. Kugler Speeding up Generative-AI in Software-Defined Vehicles S. 13-28

„… . Kugler, FEV.io; Abstract Generative Artificial Intelligence (Gen AI) is a promising technology, but not …” „… learnings derived from real-world industry projects. Introduction The field of Artificial Intelligence (AI …” „… products, laying the foundation for an expanded application of artificial intelligence. 1) Transformation …”

T. Schäfer, J. Kottig, D. Macke Generative AI based GUI reconfiguration using Natural Language Processing Leveraging the benefits of small and local LLMs S. 359-378

„… , FEV.io, Aachen Abstract The recent technological advancements in Generative Artificial Intelligence …” „… . A model structure was developed in artificial intelligence in 2017, that can replicate such human …” „… Artificial Intelligence Act. https://artificialintelligenceact.eu/ [14] ISO 2575: Road vehicles — Symbols …”

M. Schaffert Enabling an Open Eco-System for Chiplet based Automotive SoCs Chiplets are the future for automotive SoCs and Road towards first Generations S. 529-540

„… , GPUs) with automotive-specific dies and use-case-specific dies for artificial intelligence (AI) in an …” „… the realm of Artificial Intelligence (AI), is met through the integration of a dedicated custom AI …”

W. Steinmann, B. Sondermann Biometrics and sensor fusion for enhanced in-cabin safety and comfort Reducing complexity and increasing possibilities through a holistic approach to in-cabin monitoring S. 327-342

„… application of machine learning/artificial intelligence to manage features such as ADAS. A centralized …” „… fewer but more powerful control units, also enabling the use of machine learning/artificial intelligence …” „… ] https://www.wevolver.com/article/steering-towards-safer-rides-the-role-of-radar-and-tof-sensors-in-in-cabin-monitoring-systems-icms [4.6] PEREZ-CERROLAZA, Jon, et al. Artificial intelligence for safety-critical systems in …”

O. Schmidt, R. Münzenberger, M. Glück Dead in 100 ms. Responsive (customer) functions require well-designed event chains and excellent timing requirements S. 429-436

„… ., requirements patterns, requirements in the loop simulation, generative artificial intelligence etc …” „… artificial but if you mix system and software requirements on black box level and then go to the next …”

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

„… of AI-ML (Artificial Intelligence and Machine Learning) is driving a transformative wave across …” „… International Journal of Artificial Intelligence (IJ-AI) Vol. 13, No. 2, June 2024, pp. 1227~1240. [4] Li, G …” „… without any intelligence which cannot adapt to dynamic scenarios. Such techniques, which are useful for …”

M. Peter LightOpen – a cloud-based lighting personalization service S. 167-178

„… of advanced technologies such as autonomous driving, artificial intelligence, and connectivity …” „… these trends, the convergence of lighting, cloud technology, and sensor-driven intelligence will play a …”

N. Haegele Managing the complexity of joint steering, braking and powertrain coordination in emerging vehicle E/E architectures S. 141-150

„… software capabilities, such as embedded systems, cybersecurity, and artificial intelligence (AI). In return …”

T. Huck, A. Achtzehn When innovation demand meets E/E architecture Further endeavours into next-gen architectural designs S. 395-406

„… are analyzed. VDI-Berichte Nr. 2441, 2024404Artificial Intelligence: An AI-ready automotive …”

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ELIV 2021

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2384 2021

Results in this title

S. Marxreiter 5G and Artificial Intelligence transforming Cars and the Transportation System S. 651-652

„… 5G and Artificial Intelligence transforming Cars and the Transportation System Stefan …” „… mobility revolution lie 5G and artificial intelligence (AI) technologies, which represent the underlying …” „… the vehicle, then artificial intelligence (AI) is its brain, processing and analyzing the surrounding …”

K. Saad, A. Sligar, R. Kipp, J. Decker, D. Rey, S. M. Canta Ansys Real Time Physics Based Radar Simulation – An Enabler for Machine Learning in the Context of Autonomous Driving S. 83-94

„… provided by various sensor modules/models and driving functions. In the Artificial Intelligence (AI …” „… via physics-based simulation was presented. [1] Tesla. (2021). Artificial Intelligence …” „… sense-plan-act paradigm. Others, like Tesla [1] are solely relying on ML and in some cases Artificial …”

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

„… , artificial intelligence, machine learning etc. VDI-Berichte Nr. 2384, 2021 579 The electric vehicles (EV …” „… models, data and artificial intelligence for smart battery management systems. Energy and AI 2020 …” „… actual battery with more intelligence. The paper proposes the digital twin framework of Li-Ion battery …”

L. Gonzales-Fuentes, M. Harihar, M. Cassol Trajectory tracking using Neural Network for Autonomous Driving Systems S. 75-82

„… VDI-Berichte Nr. 2384, 2021 79 rising usage of artificial intelligence (AI), ML and NN in automotive software …” „… - Infineon-and-Synopsys-Collaborate-to-Accelerate-Artificial-Intelligence-in-Automotive- Applications. [Zugriff am 21 August 2021]. VDI-Berichte Nr. 2384, 2021 81 [12] R. Salay, R …”

U. Bodenhausen Make AI Testing Meaningful – From Understanding to Mastering of AI Testing S. 151-162

„… assessment models. Artificial Intelligence (AI) Artificial Intelligence (AI) offers great potential for …”

A. Hohm, B. Hartmann, S. Khodaverdian, D. Bosch, B. Lattke, P. Keck The Evolution of Automation in Parking – Assisted, Automated, Autonomous S. 61-74

„… updates, artificial intelligence and further developments in infrastructure projects allow us now the …” „… intelligence distribution between vehicle and infrastructure. In case of Automated Valet Parking Type 1 (in …” „… Fig. 4 written simply as “Type 1”) the main portion of intelligence lays inside the vehicle. Going …”

M. Ghivari, D. Chakraborty State of Health and State of Charge Estimation method – A Machine Learning based hybrid approach S. 605-612

„… electrolyte properties and surface area available for ionic exchanges [3,4]. [5,6,7]. Artificial intelligence …” „… . "Battery state of charge estimation using an Artificial Neural Network." In 2017 IEEE Transportation …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… 641 M. Minzlaff, M. Rücker, M. Schneider, ESCRYPT, Berlin/Stuttgart 5G and Artificial Intelligence …” „… Real-time Contextual Intelligence Services for Connected Electrified Vehicles …”

M. Gresser, M. Mende, M. D. Rabe, B. Baker, A. Unger Graph-based Vehicle Diagnostics using Machine Learning S. 131-142

„… , Marshall Space Flight Center, Fourth Conference on Artificial Intelligence for Space Applications, 1988 …” „… the Thirtieth AAAI Conference on Artificial Intelligence, Phoenix, Arizona, 2016. [10] Y. Seo, M …”

S. Apartsin, H. Stein, G. Reiter, K. Williams AI-based Signal Integrity Monitoring for Integrated Vehicle Health Management S. 143-150

„… to predict, detect, and diagnose vehicle health issues. By integrating artificial intelligence (AI …”

F. von Bulow, F. Heinrich, T. Meisen A new perspective for manufacturers: Cloud-based utilization of operational fleet data S. 117-130

„… and artificial intelligence for smart battery management systems. Energy and AI, 1, (2020), S. 100016 …”

doi.org/10.51202/9783181023846

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LAND.TECHNIK 2022

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2395 2022

Results in this title

M. Verhoeven, B. Missotten, J. Clarisse, S. Van Campenhout, S. Devos Artificial Intelligence based Grainloss Calculator and Real Time Connected APP S. 535-540

„… Artificial Intelligence based Grainloss Calculator and Real Time Connected APP M.Sc. Marcel …” „… even more important. Functional overview of the Artificial Intelligence and Connected Grainloss …”

A. Grever, M. Muter, B. Johanning A generic approach to bridge the gap between route optimization and motion planning for specific guidance points of highly automated machines S. 71-78

„… robotics and artificial intelligence. In the agricultural field, mention should be the work [5], who …” „… Search Techniques in Artificial Intelligence and Robotics. 2008 [7] Hernández, C., Baier, J. A. and Asín …”

C. Krause, N. Iqbal, J. Hertzberg, M. Hollmann, J. Martinez, D. Nieberg, A. Ruckelshausen, S. Stiene, S. Rottgermann, M. Muter, A. Berghaus, J. Herbers, S. Menke Concept of a Test Environment for the Automated Evaluation of Algorithms for Robust and Reliable Environment Perception S. 177-184

„… coordinating support for artificial intelligence (AI) in agriculture as funding organisation, grant number 28 …” „… Furniture Recognition for Building Semantic Object Maps". J. Artificial Intelligence 247:336-351, 2017, doi …”

S. Rottgermann, S. Haverkamp Fundamental Concept for Highly Automated Implements with Distinct Regard To Process Automation S. 359-364

„… ) autonomous machine, where a driver is being replaced by a controller with – at least a bit of – artificial …” „… intelligence. That there definitely is a need to focus on that topic can be seen from various reporting in …” „… ] H. Vennemann, M. van den Boom and H. Hecheltjen, „Mobile Intelligence for LEMKEN equipment - A …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… Technology & Innovation, Modena, Italy f ISOBUS and Networks Artificial Intelligence based Grainloss …” „… Intelligence (MIRMI), Munich, Technical University of Munich (TUM) The importance of data quality assessment …”

J. Doerr, R. Kalmar, B. Rauch, S. Stiene Data Spaces in Agriculture – Status Quo and Perspectives S. 511-520

„… : Agri-Gaia is creating an open ecosystem for Artificial Intelligence (AI) using the infrastructure of Gaia-X …” „… intelligence [10]. Gaia-X Initiative: Gaia-X (a) aims at creating an “open, transparent and secure digital …”

S. Lorenz Machine operation task analysis – A deeper look into the shift of task profiles within operating agricultural cyber-physical production systems S. 473-484

„… agriculture using artificial intelligence. Artificial Intelligence in Agriculture, 2, 1–12. https://doi.org …”

M. Abdipourchenarestansofla, C. Schroth The importance of data quality assessment for machinery data in the field of agriculture S. 495-500

„… means of Artificial Intelligence. In the horizon 2020 Demeter project, we develop a job cost system …”

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Automation 2021

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2392 2021

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N. Öksüz, S. Bouschery, M. Schlappa, J. Sporkmann, M. Unterberg Towards an Artificial Intelligence based Approach for Manufacturing Resilience S. 649-664

„… Towards an Artificial Intelligence based Approach for Manufacturing Resilience N. Öksüz …” „… artificial intelligence is able to find patterns in data and use these to make predictions. More …” „… in Explainable AI, Presented at AAAI FSS-18: Artificial Intelligence in Government and Public Sector …”

S. Janzen, N. Öksüz, J. Sporkmann, M. Schlappa, J. Gerhard, L. Ortjohann, P. A. Becker Smart Resilience Services for Industrial Production S. 621-636

„… , Design Thinking), Artificial Intelligence [12], Requirements Engineering (e.g., KAOS, i* model …” „… , B., & Rahmani, F. M. (2019). Artificial Intelligence Driven Resiliency with Machine Learning and …” „… , 12. Dezember). Measuring Resilience in Artificial Intelligence and Machine Learning Systems …”

D. Díez Álvarez, U. Berger AIQIIA: General AI Quality Inspector for Industrial Applications S. 491-504

„… self-adapt to unseen scenarios. Artificial Intelligence (AI) has shown great potential and performance in …” „… classification. In: IEEE Access, 6, 38656-38668. [23] Fleming, N. (2018). How artificial intelligence is …” „… paper, we present a general solution for computer vision quality inspection tasks based on artificial …”

S. Baer, S. Pol, D. Turner, F. Baer, T. Meisen Scaling a Reinforcement Learning Approach for Online Job Shop Scheduling in Flexible Manufacturing Systems to Various Products S. 505-516

„… Artificial Intelligence for Industries (AI4I), IEEE, 2019. [9] S. Qu, J. Wang, S. Govil, and J. O. Leckie …” „… , “Evolutionary dynamics of multi-agent learning: A survey, ”Journal of Artificial Intelligence Research …” „… scheduling in flexible manu-facturing systems,” in2019 Second International Conference on Artifi-cial …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 637 G. Steinhagen, M. Banf, fabforce GmbH & Co. KG, Netphen Towards an Artificial Intelligence based …”

M. Both, N. Maisch, J. Müller Semantische Interoperabilität durch Natural Language – Processing als Basis für Self-X-Fähigkeiten von Verwaltungsschalen in semantisch heterogenen Asset-Netzwerken S. 571-584

„… language processing, computational linguistics, and speech recognition. Prentice Hall series in artificial …” „… intelligence. Upper Saddle River, NJ: Prentice Hall Pearson Education Internat 2009 [10] HuggingFace …”

T. Zeun, A. Frotzscher, A. Nicklas, E. Schmitt, D. Schulze-Zipper, H. Zipper Selbstorganisation und Co-Management verteilter Automatisierungssysteme mit dem Kommunikationssystem S. 751-762

„… Conference on Decision and Control (CDC), pp. 4187-4193, 2018. [19] Stanford Artificial Intelligence …”

doi.org/10.51202/9783181023921

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ELIV 2023

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2423 2023

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H. Ghezali, L. Trautmann, S. Witke, S. Herbold A Review of using Artificial Intelligence in Large Projects for Requirements Classification S. 573-588

„… A Review of using Artificial Intelligence in Large Projects for Requirements Classification H …” „… usage of Artificial Intelligence (AI) to perform these assignments automatically in an industrial …” „… process chain helps significantly. Therefore, the adoption of Artificial Intelligence (AI) models for this …”

P. Dreiseitel, D. Yesilbas Generative Artificial Intelligence – How AI Models Change the Way We Develop Automotive Products S. 405-418

„… Generative Artificial Intelligence How AI Models Change the Way We Develop Automotive Products …” „… Artificial Intelligence (AI) is reshaping industries and revolutionizing the creative and operational …” „… accountability, privacy, and security protocols. 1. Introduction Artificial Intelligence (AI) has long been a …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… Artificial Intelligence – How AI Models Change the Way We Develop Automotive Products 405P. Dreiseitel …” „… . Fietkau, L. Diebolder, Dr. Ing. h.c. F. Porsche AG, WeissachA Review of using Artificial Intelligence in …”

U. Bodenhausen How to Become a Leader by Development of AI – ChatGPT Research Papers Analysed S. 281-292

„… . Artificial Intelligence and the Automotive Industry Artificial Intelligence (AI) offers great potential for …”

P. Laufer Estimation of Gender and Age of Vehicle Occupants Using Deep Learning S. 27-38

„… . Artificial intelligence (AI) can be used to estimate features such as age and gender from the occupant's face …” „… absolute error as metrics to evaluate the performance of the artificial intelligence system. The in-cabin …”

X. Wang, A. Hübner, K. Weishaupt, K. Chung Validation and Interpretation of Neural Networks: DNN-Based Object Detection as an Example S. 419-436

„… Artificial Intelligence Testing (AITest), 2021. [9] T. Karras, S. Laine, M. Aittala und J. Hellsten …” „… Chung, Vector Informatik GmbH, Karlsruhe Abstract In the field of autonomous driving, artificial …” „… intelligence (AI)-based software modules have played an important role in the entire software stack, and the …”

P. Fietkau, L. Diebolder Challenges in the Synchronous Development of Software, Hardware and Mechanics for Drive Systems S. 559-572

„… current process are outlined. The integration of big data and the use of artificial intelligence offer new …”

L. Li, M. Schlecker, T. Zipper AI-Based Energy Management of Next Generation Architectures S. 391-404

„… , optimizing energy utilization and enhancing overall vehicle efficiency. Leveraging Artificial Intelligence …”

S. K S, Tata Elxsi, N. Velinov Software-Defined Vehicle: Combining Real-Time Safety Critical Functions with Cloud Connectivity S. 543-558

„… applications (Artificial Intelligence) into the Software-Defined Vehicle (SDV). In this presentation Tata …”

L. Heinrich, M. Springer, D. Schütz, J. Pannek A Holistic Approach for a Universal Vehicle-to-Robot (V2R) Communication Interface S. 365-378

„… , artificial intelligence as well as soft, service, and social robotics, the field of Automotive Service …”

K. Eliasch, Dr. P. Friedel, D. Li, D. Shan Cooperative Perception Services to Improve the Safety of Road Users S. 347-364

„… difficulties. ADAS system usually uses a combination of sensors, artificial intelligence, and advanced …”

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ELIV-MarketPlace 2018

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2338 2018

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C. Mitrohin Artificial Intelligence: Today´s and tomorrow´s opportunities, how do we adjust to it? S. 3-4

„… Artificial Intelligence: Today´s and tomorrow´s opportunities, how do we adjust to it? Dr. rer …” „… present and discuss the latest developments in the field of artificial intelligence (AI) and its impact …”

D. Dörr, P. Ukas Training and Validation of Neural Networks in Virtual Environments S. 17-28

„… , IPG Automotive GmbH, Karlsruhe Summary: Artificial intelligence has increasingly received public …” „… ? Special type of artificial intelligence 8 Machine tries to imitate human intellectual performance …” „… Artificial intelligence Machine learning Machine is able to generate knowledge from experience by learning …”

P. de Boer Artifical Intelligence in the Driver’s Seat / AI – enabling autonomous driving and transportation S. 1-2

„… Patricia de Boer, NVIDIA, USA Abstract: Artificial intelligence is no longer science fiction. In the …” „… Artifical Intelligence in the Driver’s Seat / AI – enabling autonomous driving and transportation …”

N. Beringer Extending the sensor range and the Environment Model by usage of HD maps S. 145-148

„… sensor range“; ATZ live 2018, Wiesbaden Dr. N. Beringer “Artificial Intelligence as a key enabler for …” „… autonomous driving”, VDI Umfelderfassung im Fahrzeug 2018, Nürnberg Dr. N. Beringer “Artificial intelligence …”

Titelei/Inhaltsverzeichnis S. I-VIII

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .1 P. de Boer, NVIDIA, USA f AF und VAF: Realisierungen und Ausblicke Artificial Intelligence …” „… www.dnb.de. Inhalt f HAF und VAF: Anforderungen, Realisierungen und Ausblicke Artifical Intelligence in the …”

doi.org/10.51202/9783181023389

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ELIV 2017

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2299 2017

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F. Netter, P. Elspas Künstliche Intelligenz (KI) für Fahrzeuge – Anwendungen, Technologien und Herausforderungen /Artificial Intelligence for cars – Applications, technologies and challenges S. 11-12

„… Artificial Intelligence for Cars – Applications, Technologies and Challenges AI will transform …” „… Electronics Venture GmbH, Gaimersheim Abstract Artificial Intelligence (AI) is an emerging technology …” „… successfully in cars. Overview Artificial Intelligence AI is a section of computer science aiming to …”

U. Beher, T. Weyrath IT-Backends für Automatisiertes Fahren und Kooperative Assistenz /IT-Backend for automated driving and cooperative ADAS S. 33-34

„… cognition and sensing by an artificial intelligence that drives the vehicle instead of the human driver …” „… artificial intelligence. The individual levels contain, to which extend the driving tasks are transferred …” „… from the driver to the artificial intelligence and to which extend the driver remains involved. The …”

Titelei/Inhaltsverzeichnis S. I-XV

„… Fahrzeuge – Anwendungen, Technologien und Herausforderungen Artificial Intelligence for cars …” „… _171354_2299_Titelei.indd 10 11.09.2017 12:20:12 Seite / Page Security Y. Diskin Intelligence-driven …” „… offensive- Defense (I-D O-D) – A new methodology for cyber security Intelligence-driven offensive-Defense …”

L. Mesow, F. Knabl AADC – AUDI Autonomous Driving Cars: Eine offene Plattform zur Vorentwicklung und Demonstration von automatischen Fahrfunktionen auf Basis von Modellfahrzeugen /AADC – Audi autonomous driving cars: An... S. 25-26

„… latest Audi Autonomous Cars were optimized especially for artificial intelligence (AI) tasks. The …”

W. Braunstorfer, E. Liepold, A. Gegg Architektur einer komplexen, hardwareunabhängigen Hochintegrationsfunktion – Implementierung einer hochmodernen Klimaregelung /Architecture of a complex hardware agnostic highlevel function – Implemen... S. 67-68

„… by the arrival of artificial intelligence and increased connectivity. Personalised vehicle …”

R. Straschill, T. Schäfer Anwendung etablierter Methoden zur Quantifizierung von Testabdeckung zur Sicherstellung der Sicherheit selbstlernender Systeme /Accepting uncertainty – Applying proven methods for quantifying test res... S. 97-98

„… artificial intelligence (AI), especially the disciplines of Deep Learning / Neuronal Networks, worsened the …”

P. Ott, C. Speck, G. Matenaer Deep end-to-end Learning im Automotivebereich /Deep end-to-end learning in automotive S. 49-50

„… stronger models of Artificial Intelligence to various industries, such as Finance or Pharma and, with …”

doi.org/10.51202/9783181022993

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Dritev – Drivetrain For Vehicles 2019

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2354 2019

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A. Lampe, R. Serway, L. Große Siestrup, C. Gühmann Artificial intelligence in transmission control – Clutch engagement with reinforcement learning S. I-113-I-132

„… Artificial Intelligence in Transmission Control Clutch Engagement with Reinforcement Learning …”

Titelei/Inhaltsverzeichnis S. I-I-I-XII

„… Artificial intelligence in transmission control – Clutch engagement with reinforcement learning …”

S. Sudo, T. Maeda, R. Kobayashi Drivetrain trend of truck of Asian market and new technology drive train for HD truck S. III-1-III-8

„… pre-reads the road gradient using artificial intelligence (AI), Hino Motors has achieved the world’s first …”

S. Foulard, S. Rinderknecht, F. Braun, P. Jardin ecoLIFE3: An approach for a resource-efficient dimensioning of vehicle components based on a holistic optimization with real life load data –paradigm shift in transmission engineering based on big dat... S. I-213-I-226

„… artificial intelligence. On this basis, highly accurate load and usage profiles are computed. The …”

doi.org/10.51202/9783181023549

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LAND.TECHNIK 2020

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2374 2020

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T. Bund, S. Kuebler, C. Struve, B. Honermeier Seed Spacing in Cereals – Using Artificial Intelligence to define a quality value of precision seed placement S. 61-68

„… Seed Spacing in Cereals Using Artificial Intelligence to define a quality value of precision …” „… seed costs. Picture recognition and Artificial Intelligence can be used to validate seeding quality …”

F. Mörth, J. Pfeil Legal Risks and Chances of Automation in Agriculture – Is EU regulation stifling or promoting innovation? S. 93-102

„… Internet of Things (IoT) and Artificial Intelligence (AI) – are setting the grounds for the future of …” „… published its report on the safety and liability implications of Artificial Intelligence, the Internet of …” „… . Moreover, regulation at any stage is complicated by the difficulty in defining what, exactly, “artificial …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… GmbH, Marktoberdorf Inhalt f Cultivation Seed Spacing in Cereals – Using Artificial Intelligence to …”

S. Raikwar, T. Herlitzius, J. Fehrmann Autonomous Navigation Strategy for an Orchard Robot Using Simulation Design S. 425-434

„… robotic vehicle with seed selector. In 2016 2nd International Conference on Robotics and Artificial …” „… Intelligence (ICRAI) (pp. 37-44). IEEE. 7. Linz, A., Brunner, D., Fehrmann, J., Grimsel, M., Herlitzius, T …”

H. Bernhardt, M. Bozkurt, E. Colangelo, J. HorstmannM. Kraft, J. Marquering, T. Steckel, H. Tapken, C. Westerkamp, C. Weltzien Industry 4.0 and Agriculture 4.0 – The same or different? S. 167-174

„… ): Artificial Intelligence and Agriculture 5.0. Int. J. Recent Technology and Engineering 8, 1870-1877. [4 …”

S. Tanner Experience gained in developing Autonomous Robots using AI and spot spraying to weed open field crops S. 213-222

„… autonomous robots for high-precision spot spraying weeding using artificial intelligence. This kind of …”

doi.org/10.51202/9783181023747

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AgEng LAND.TECHNIK 2022

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2406 2022

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A. van Dueren den Hollander Intra row weeding in sugar beets with the use of Artificial Intelligence – From theory to practice S. 267-274

„… Intra row weeding in sugar beets with the use of Artificial Intelligence From theory to practice …” „… , it is also know that standard image processing, without the use of Artificial Intelligence (AI), has …”

A. Panambilly, P. Schade Smart Constituent Sensing using HarvestLabTM 3000 – An innovative NIR based Constituent Sensing solution S. 335-342

„… part in transforming a traditional operation into an artificial intelligence driven smart system …” „… conventional NIR sensors and support the transformation of NIR based constituent sensing to an artificial …” „… intelligence driven smart system. Introduction to NIR based Constituent Sensing and Calibration Development …”

S. Kubinski, T. Meinel Methodology for the development of a plant detection system based on mechanical properties of crops using the example of corn – Contribution to the cost-effective enabling of plant-individual care mea... S. 135-140

„… crops (Farmdroid [8]). Furthermore, systems which use artificial intelligence enter the agriculture …”

A. Tempelaere, H. Minh Phan, T. Van De Looverbosch, P. Verboven, B. Nicolai Non-destructive internal disorder detection in pear fruit using X-ray radiographs and deep learning S. 517-524

„… this process, artificial intelligence (AI) has been recently proposed as a promising approach. Despite …”

Titelei/Inhaltsverzeichnis S. I-XXII

„… in sugar beets with the use of Artificial Intelligence – From theory to practice …”

doi.org/10.51202/9783181024065

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SIMVEC

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2445 2024

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M. Luegmair, S. Cram, S. Mößner, C. Bohnenberger, T. Heel Abschluss Forschungsprojekt newAIDE (new Artificial Intelligence based Design in Engineering) S. 309-336

doi.org/10.51202/9783181024454

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Autonomous Systems 2019: An Almanac

Herwig Unger (ed.)

Series: Informatik/ Kommunikation

Volume 864 2019

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G. Schiedermeier Ethical Aspects of Autonomous Systems S. 27-34

„… and artificial intelligence.Thomas Gamer suggests [. . . ] six levels of autonomy [7] with an …” „… Artificial Intelligence (AI)raise complex moral questions. Who is responsible for possible harm?What are the …” „… clear where and to what purpose systems will be deployed. For example,the artificial intelligence of an …”

B. Hass, C. Yuan, Z. Li Automatic Evaluation of Programming Tasks for Blended Learning and E-Assessment S. 144-145

„… autonomous sys-tems are achievable with further development and effective use of AI (ArtificialIntelligence …”

M. S. Zahan, J. Ch. Chedjou, K. Kyamakya On the Introduction of Nonlinear Dynamics in Image Processing with Applications S. 199-212

„… problems. Ar-tificial Neural Networks are built in the same way, so they can easily reach bio-logical …” „… vehicle detection: a review”, IEEETransactions on Pattern Analysis and Machine Intelligence, Vol. 28 …”

doi.org/10.51202/9783186864109

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Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

Sun Danfeng

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1278 2022

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Titelei/Inhaltsverzeichnis S. I-XII

„… IntelligenceAGV Automated guided vehiclesAI Artificial intelligenceAtt-CNN Attention-based convolutional neural …” „… Artificial Intelligence (AI) bring a bright future in many fields. Hence, two directions from the aspects of …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 52 Related Work 62.1 Brief Introduction of Artificial Intelligence …”

Related Work S. 6-23

„… for Focused IndicatorsEdge Computing Artificial IntelligenceEdge IntelligenceInference on …” „… Newell and Herbert Simon showed a62.1 Brief Introduction of Artificial IntelligenceLogic Theorist program …” „… , unsupervised, andreinforcement learning.82.1 Brief Introduction of Artificial IntelligenceBefore 1980, machine …”

Bibliography S. 87-108

„… , Liekang Zeng, Ke Luo, and Junshan Zhang. Edge intelligence:Paving the last mile of artificial intelligence …” „… Moor. The dartmouth college artificial intelligence conference: The next fifty years.Ai Magazine …” „… , 2021.[115] G. Prem Kumar and P. Venkataram. Artificial intelligence approaches to network man-agement …”

Introduction S. 1-5

„… emerging tech-nologies, such as cloud computing, digital twin, and Artificial Intelligence (AI). Wireless …” „… involve the distributed edge intelligence (DEI) toimprove WCS indicators for industrial applications. Fig …” „… server.WirelessCommunicationSystemDistributedEdgeIntelligenceIndustrialApplications Thesis TopicFigure 1.3: Thesis topic which is cross the domains of distributed edge intelligence …”

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

„… artificial intelligence models and docker images management. To validate theeffectiveness, we conducted two …” „… 5 Distributed Edge Intelligence forDependability Assessment andSpectral Efficiency …” „… may notmeet the requirement of industrial AI applications. Then, solutions with edge intelligence …”

Spectral Efficiency Optimization S. 47-69

„… indicate the superiorityof the GP-PAN.4.5 SummaryArtificial intelligence-driven spectral efficiency …”

doi.org/10.51202/9783186278081

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Digitalisierung in der Medizintechnik – Herausforderung und Chance

VDI (ed.)

Series: Blaue Papiere

Volume 02/2024 2024

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Schrifttum S. 60-78

„… Framework for Modifica-tions to Artificial Intelligence/Machine Learning (AI/ML)-Based Software as a Medical …” „… ] U. S. Food & Drug Administration: Artificial Intelligence/Machine Learning (AI/ML)-Based Software as …” „… Recommendations for a Predeter-mined Change Control Plan for Artificial Intelligence/Machine Learning …”

Trends der Digitalisierung in der Medizintechnik S. 7-51

„… OR robot* ) OR (cloud OR internet OR www OR "world wide web" ) OR ("artificial …” „… intelli-gence" OR "AI" OR "machine learning" OR "deep learning" ) OR ( "iot" OR "internet of things …”

doi.org/10.51202/9783949971761

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Game Content Generation from a Single Example

Maren Awiszus

Series: Informatik/ Kommunikation

Volume 880 2023

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Bibliography S. 111-130

„… .” In: Proceedingsof the AAAI Conference on Artificial Intelligence and Interactive DigitalEntertainment …” „… forautomated platformer design.” In: Eighth Artificial Intelligence andInteractive Digital Entertainment …” „… ). Publisher: Elsevier, pp. 403–434.[39] Google Trends on Machine Learning and Artificial Intelligence. de …”

Introduction S. 1-12

„… years: Machine Learning. Machine Learning (ML)and Artificial Intelligence (AI) are more popular than …” „… Artificial Intelligence (AI) [36, 86,110]. This list is not exhaustive but aims to give an overview of the …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… SAI Artificial Intelligence. 1, 3, 5, 8BCE Binary Cross Entropy. 28, 29BERT Bidirectional Encoder …” „… Artificial Neural Networks . . . . . . . . . . . . . . 243.1.2 Generative Adversarial Networks …”

doi.org/10.51202/9783186880109

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