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Fahrzeugsicherheit

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2426 2023

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L. F. A. de Oliveira, L. Schories Evaluation of the performance of an AEB system considering the reduction of injury severity in not-avoided cases using the injury risk function built with a logistic regression model and GIDAS Data S. 339-354

„… not-avoided cases using the injury risk function built with a logistic regression model and GIDAS Data …” „… a function of one or more accident parameters. In this paper, the logistic regression model was used …” „… logistic regression model and GIDAS data. 2. Data and Methods 2.1 Maximum Abbreviated Injury Scale – MAIS …”

Titelei/Inhaltsverzeichnis S. I-XII

„… injury risk function built with a logistic regression model and GIDAS Data 339L. F. A. de Oliveira, L …” „… with Human Body Models and Volunteers 55S. Roka, Applus+ IDIADA, Spain Potentiale durch …”

doi.org/10.51202/9783181024263

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Friction Potential Estimation for Autonomous Driving

Thorsten Lajewski

Reihe: Verkehrstechnik/Fahrzeugtechnik

Band 816 2022

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Intermediate Layer Classification S. 104-126

„… thesis.Multinomial Logistic RegressionThe next two sections use machine-learning models to solve the classification …” „… well known classification methods, the Multinomial LogisticRegression (MLR) and Artificial Neural …” „… basedon logistic regression. The second method describes a multinomial logistic regressionapproach. Third …”

Introduction S. 1-35

„… , severalmachine learning methods, logistic regression, support vector machine and ANN aretested. The different …” „… logisticregression method was used to combine the different data sources. The logistic regres-sion parameters have …” „… experiment-based and model-based classes. More commonly the classes effect-based methods andcause-based methods are …”

Titelei/Inhaltsverzeichnis S. I-XX

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 342 Fundamentals of Tyre Friction and its Effect in Tyre Models 362.1 Important Influencing Factors …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 502.2 Tyre Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 503 Development of …” „… 136Appendix 139A Vehicle Model 139B Vehicle Measurements 142B.1 Friction Measurements on FAT track …”

doi.org/10.51202/9783186816122

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ELIV 2024

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2441 2024

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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

„… Logistic Regression, Decision Tree classifier, Random Forest classifier, SVM AdaBoost and GradientBoost and …” „… Logistic Regression, Decision Tree Classifier Algorithm, Random Forest Classifier Algorithm etc., for the …” „… Avg Precision Logistic Regression 80:20 0.8 0.8 0.79/0.8 0.78/0.8 Decision Tree Classifier 80:20 0.89 …”

doi.org/10.51202/9783181024416

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LAND.TECHNIK 2022

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2395 2022

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P. Riegler-Nurscher, J. Prankl, D. Schauer Stereo camera-based method for grassland yield estimation S. 301-308

„… stereo camera and the grass/legumes ratio is fed into a machine learning based regression model for dry …” „… were achieved using a support vector regression model. It was trained on 382 dry matter yield samples …” „… of 20 g were used. Different methods for modelling the regression problem were tested. Best results …”

doi.org/10.51202/9783181023952

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Automation 2021

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2392 2021

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R. Kremser, N. Grabowski, D. Tutsch, R. Düssel, A. Mulder Comparison of different spike detection methods in Hall-Héroult cells S. 763-XVIII

„… model, the last six features of this dataset were used as input. Implementations of Logistic Regression …” „… . The Logistic Regression model was also used to calculate linear decision boundaries for feature #5 …” „… : Gridsearch hyperparameter space of machine learning model. Model Hyperparameters Logistic Regression penalty: [l1, l2], C: [0.001, 0.01, 0.1, 1, 10, 100 …”

doi.org/10.51202/9783181023921

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Learning-Based Inverse Dynamics for Human Motion Analysis

Petrissa Zell

Reihe: Informatik/ Kommunikation

Band 877 2022

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Fundamentals S. 23-61

„… asprismatic links to specify the global position of the model. Subsequently, three rotationalDOF, modelled as …” „… doesnot occur for the considered human model, since all skeletal joints are modelled as acombination of …” „… model:fc =fc1...fcNmc1...mcN. (77)The application of the contact forces and …”

doi.org/10.51202/9783186877109

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GJAE - German Journal of Agricultural Economics

Alle Ausgaben: GJAE - German Journal of Agricultural Economics

GJAE Jahrgang 72 (2023) Heft 72-(2023),-Heft-03-04 ISSN Online: 2191-4028

Treffer in den folgenden Teilen:

Marius Michels, Oliver Mußhoff, Julia B. Block A Trans-Theoretical Model for Farmers’ perceived Usefulness of Digital Risk Management Tools – A Case Study from Germany S. 154-167

„… results of the ordinal logistic regression show the extent to which the independent variables influence …” „… 72 (2023), Number 3/4 167 Appendix D Table A1. Results of the ordinal logistic regression for the …” „… farmers; risk management; trans-theoretical modelDOI: 10.30430/ gjae.2023.0330 …”

doi.org/10.51202/2191-4028-2023-72-(2023),-Heft-03-04

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AgEng LAND.TECHNIK 2022

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2406 2022

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S. Hempel, L. Ouatahar, D. Janke, T. Amon A nested semi-mechanistic model to predict the temporal dynamics of ammonia emissions from a solid floor naturally ventilated dairy cattle building – Parameter estimation and associated uncertainties S. 197-202

„… volume flow and concentration measurements at the building scale to train regression models or a …” „… theoretical value was calculated based on feed composition data following the logistic regression equation …” „… , reaction-kinetics models for individual urine puddles and slurry storage tanks as well as gas dispersion modelling …”

doi.org/10.51202/9783181024065

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Autonomous Systems 2017

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

Reihe: Informatik/ Kommunikation

Band 857 2017

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Dit Suthiwong, Maleerat Sodanil, Gerald Quirchmayr, Herwig Unger Stock Selection by Using an improved quick Artificial Bee Colony Algorithm S. 65-77

„… statistical regression approaches [9]. Many CI models have been applied to stock evaluation, such as Genetic …” „… outperformed the traditional regression approaches. Our proposed model is an improved quick Artificial Bee …” „… and stock ranking. Related to the study in a Stock Selection model,It can be mainly divided into two …”

doi.org/10.51202/9783186857101

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Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

Sun Danfeng

Reihe: Mess-, Steuerungs- und Regelungstechnik

Band 1278 2022

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Titelei/Inhaltsverzeichnis S. I-XII

„… ratioLPP Locality preserving projectionLQE Link quality estimationLR Logistic regressionLSTM Long …” „… allocation model,Matched Filtering precoder with equal power allocation model, and generating precoder …” „… withequal power allocation model.Then, considering the resource-constrained and distributed features, a …”

Related Work S. 6-23

„… class with the largest posterior probability.Logistic regression (LR) [30] is proposed in 1958, which …” „… [51]CART[31]ID3[32]TD[62]Logistic Regression[28]Hierarchical Clustering[47]k means[50]kNN[30]SLINK[48 …” „… D models.Fig. 2.1 illustrates the above selected key milestones in AI history.2.1.2 Artificial …”

doi.org/10.51202/9783186278081

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Fahrzeugsicherheit 2022

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2387 2022

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A. Malczyk, S. Kröling Zusammenhang von Insassen-Verletzungsschwere und -Geschlecht: Belege für ein Gender Gap? S. 193-208

„… Vergleich zu Männern. Damit zeigen die Regressions-modelle zwar die Tendenz, wonach Frauen einem höheren …” „… Versicherer (UDB) mittels multinomialer logistischer Re-gression hinsichtlich ihrer Verletzungsschwere nach …” „… occupants from the German Insurers Accident Database (UDB) were analysed, using multinomial logistic …”

doi.org/10.51202/9783181023877

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Unsupervised Domain Adaption for Real-World Head Pose Estimation from Synthetic Data

Felix Konstantin Kuhnke

Reihe: Informatik/ Kommunikation

Band 883 2023

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Fundamentals S. 11-30

„… function for regression, based on the absolute error, is theMean Absolute Error (MAE). The MAE for model …” „… [89] model to estimate head pose. Theyadd an additional classification loss to the pose regression …” „… parameters θh(·; θ),where in this case h represents an arbitrary model.Training. Training a neural network …”

doi.org/10.51202/9783186883100

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Reifen – Fahrwerk – Fahrbahn

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2356 2019

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K. Singh, F. Petry, P. Alipour, D. Khadraoui Application of Machine Learning & Deep Learning Techniques in the Context of Use Cases Relevant for the Tire Industry S. 241-268

„… ML algorithms, ranging in complexity from linear regression and logistic regression to ensembles …” „… the tire development process of a HP/UHP tire. [14] applied regression models on a big dataset of …” „… Characteristics This specific study focused on building a regression model correlating the tire size attributes …”

doi.org/10.51202/9783181023563

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GJAE - German Journal of Agricultural Economics

Alle Ausgaben: GJAE - German Journal of Agricultural Economics

GJAE Jahrgang 72 (2023) Heft 01 ISSN Online: 2191-4028

Treffer in den folgenden Teilen:

Verena Otter, Maximilian Deutsch Das Verhalten landwirtschaftlicher Entscheider*innen bei der Adoption nachhaltiger Prozessinnovationen in Deutschland / The Behavior of Agricultural Decision-Makers towards the Adoption of Sustainable Process Innovations in Germany S. 1-19

„… change; ordinal logistic regression 1 Einleitung Die Adoption von nachhaltigen Innovationen stellt für …” „… change; ordinal logistic regressionDOI: 10.30430/gjae.2023.0122 …” „… Linien überprüft, wobei das Modell der durch-geführten ordinalen Regression der Nullhypothese entspricht …”

doi.org/10.51202/2191-4028-2023-01

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Technische Zuverlässigkeit 2019

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2345 2019

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N. Kuschmieder, F. Pasch, R. Jochem Big-Data Validierungsplattform für Methoden zur (teil-) automatisierten Felddatenanalyse S. 307-320

„… Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis. 2nd ed. 2015 …” „… Lemeshow (1999). Applied survival analysis: Regression modeling of time to event data. Wiley Series in …” „… Probability and Statistics. [6] Harrell, Jr. Frank E. (2015). Regression Modeling Strategies: With …”

doi.org/10.51202/9783181023457

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Ergebnisse (58)

Fahrzeugsicherheit

Friction Potential Estimation for Autonomous Driving

ELIV 2024

LAND.TECHNIK 2022

Automation 2021

Learning-Based Inverse Dynamics for Human Motion Analysis

GJAE - German Journal of Agricultural Economics

AgEng LAND.TECHNIK 2022

Autonomous Systems 2017

Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

Fahrzeugsicherheit 2022

Unsupervised Domain Adaption for Real-World Head Pose Estimation from Synthetic Data

Reifen – Fahrwerk – Fahrbahn

GJAE - German Journal of Agricultural Economics

Technische Zuverlässigkeit 2019