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Uncertainty Wrappers for Data-Driven Models: Increase the Transparency of AI/ML-Based Models Through Enrichment with Dependable Situation-Aware Uncertainty Estimates

Computer Safety, Reliability, and Security, p.358-364

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Uncertainty in Machine Learning Applications: A Practice-Driven Classification of Uncertainty

Computer Safety, Reliability, and Security, p.431-438

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Lignans in seeds of Linum species

Phytochemistry (Oxford), 2012-10, Vol.82, p.89-99

2012

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Cavity-Extended Inherently Chiral Resorcin[4]arenes: Synthesis and Chiroptical Properties of the Cycloenantiomers

European Journal of Organic Chemistry, 2008-01, Vol.2008 (3), p.555-562

2008

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Assurance Cases as Foundation Stone for Auditing AI-Enabled and Autonomous Systems: Workshop Results and Political Recommendations for Action from the ExamAI Project

HCI International 2022 – Late Breaking Papers: HCI for Today's Community and Economy, p.283-300

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Determination of the Absolute Configuration of Inherently Chiral Resorc[4]arenes

European Journal of Organic Chemistry, 2005-03, Vol.2005 (5), p.864-868

2005

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Could We Relieve AI/ML Models of the Responsibility of Providing Dependable Uncertainty Estimates? A Study on Outside-Model Uncertainty Estimates

Computer Safety, Reliability, and Security, p.18-33

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Increasing Trust in Data-Driven Model Validation: A Framework for Probabilistic Augmentation of Images and Meta-data Generation Using Application Scope Characteristics

Computer Safety, Reliability, and Security, p.155-164

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Managing Development Using Active Data Collection

Product-Focused Software Process Improvement, p.543-547

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Lignans in flowering aerial parts of Linum species – Chemodiversity in the light of systematics and phylogeny

Phytochemistry (Oxford), 2010-10, Vol.71 (14), p.1714-1728

2010

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Conformal Prediction and Uncertainty Wrapper: What Statistical Guarantees Can You Get for Uncertainty Quantification in Machine Learning?

Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops, p.314-327

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The quamoco product quality modelling and assessment approach

2012 34th International Conference on Software Engineering (ICSE), 2012, p.1133-1142

2012

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IEEE_Xplore

A Large-Scale Technology Evaluation Study: Effects of Model-based Analysis and Testing

2015 IEEE/ACM 37th IEEE International Conference on Software Engineering, 2015, Vol.2, p.119-128

2015

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IEEE_Xplore

Operationalizing Assurance Cases for Data Scientists: A Showcase of Concepts and Tooling in the Context of Test Data Quality for Machine Learning

Product-Focused Software Process Improvement, p.151-158

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Architectural Patterns for Handling Runtime Uncertainty of Data-Driven Models in Safety-Critical Perception

Computer Safety, Reliability, and Security, p.284-297

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Pinoresinol-lariciresinol reductases with opposite enantiospecificity determine the enantiomeric composition of lignans in the different organs of Linum usitatissimum L

Planta medica, 2010-06, Vol.76 (9), p.928

2010

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Towards a Common Testing Terminology for Software Engineering and Data Science Experts

Product-Focused Software Process Improvement, p.281-289

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Support planning and controlling of early quality assurance by combining expert judgment and defect data—a case study

Empirical software engineering : an international journal, 2010-08, Vol.15 (4), p.423-454

2010

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6-methoxypodophyllotoxin-7-O-n-hexanoate, a new aryltetralin lignan ester from seeds of Linum flavum

Planta medica, 2010-05, Vol.76 (7), p.719

2010

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Beyond Herding Cats: Aligning Quantitative Technology Evaluation in Large-Scale Research Projects

Product-Focused Software Process Improvement, p.80-92

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Handling Uncertainties of Data-Driven Models in Compliance with Safety Constraints for Autonomous Behaviour

2021 17th European Dependable Computing Conference (EDCC), 2021, p.95-102

2021

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Adapting Software Quality Models: Practical Challenges, Approach, and First Empirical Results

2011 37th EUROMICRO Conference on Software Engineering and Advanced Applications, 2011, p.341-348

2011

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IEEE_Xplore

New Insights into the Geometry of Resorc[4]arenes: Solvent-Mediated Supramolecular Conformational and Chiroptical Control

Journal of organic chemistry, 2006-02, Vol.71 (3), p.976-982

2006

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The Preparation and Absolute Configurations of Enantiomerically Pure C 4 ‐Symmetric Tetraalkoxyresorcin[4]arenes Obtained from Camphorsulfonate Derivatives

European journal of organic chemistry, 2006-11, Vol.2006 (22), p.5135-5151

2006

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First Synthesis, Isolation and Characterization of Enantiomerically Pure and Inherently Chiral Resorc[4]arenes by Lewis Acid Cyclization of a Resorcinol Monoalkyl Ether

European journal of organic chemistry, 2003-04, Vol.2003 (8), p.1404-1409

2003

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Uncertainty Wrappers for Data-Driven Models: Increase the Transparency of AI/ML-Based Models Through Enrichment with Dependable Situation-Aware Uncertainty Estimates

Uncertainty in Machine Learning Applications: A Practice-Driven Classification of Uncertainty

Lignans in seeds of Linum species

Cavity-Extended Inherently Chiral Resorcin[4]arenes: Synthesis and Chiroptical Properties of the Cycloenantiomers

Assurance Cases as Foundation Stone for Auditing AI-Enabled and Autonomous Systems: Workshop Results and Political Recommendations for Action from the ExamAI Project

Determination of the Absolute Configuration of Inherently Chiral Resorc[4]arenes

Could We Relieve AI/ML Models of the Responsibility of Providing Dependable Uncertainty Estimates? A Study on Outside-Model Uncertainty Estimates

Increasing Trust in Data-Driven Model Validation: A Framework for Probabilistic Augmentation of Images and Meta-data Generation Using Application Scope Characteristics

Managing Development Using Active Data Collection

Lignans in flowering aerial parts of Linum species – Chemodiversity in the light of systematics and phylogeny

Conformal Prediction and Uncertainty Wrapper: What Statistical Guarantees Can You Get for Uncertainty Quantification in Machine Learning?

The quamoco product quality modelling and assessment approach

A Large-Scale Technology Evaluation Study: Effects of Model-based Analysis and Testing

Operationalizing Assurance Cases for Data Scientists: A Showcase of Concepts and Tooling in the Context of Test Data Quality for Machine Learning

Architectural Patterns for Handling Runtime Uncertainty of Data-Driven Models in Safety-Critical Perception

Pinoresinol-lariciresinol reductases with opposite enantiospecificity determine the enantiomeric composition of lignans in the different organs of Linum usitatissimum L

Towards a Common Testing Terminology for Software Engineering and Data Science Experts

Support planning and controlling of early quality assurance by combining expert judgment and defect data—a case study

6-methoxypodophyllotoxin-7-O-n-hexanoate, a new aryltetralin lignan ester from seeds of Linum flavum

Beyond Herding Cats: Aligning Quantitative Technology Evaluation in Large-Scale Research Projects

Handling Uncertainties of Data-Driven Models in Compliance with Safety Constraints for Autonomous Behaviour

Adapting Software Quality Models: Practical Challenges, Approach, and First Empirical Results

New Insights into the Geometry of Resorc[4]arenes: Solvent-Mediated Supramolecular Conformational and Chiroptical Control

The Preparation and Absolute Configurations of Enantiomerically Pure C 4 ‐Symmetric Tetraalkoxyresorcin[4]arenes Obtained from Camphorsulfonate Derivatives

First Synthesis, Isolation and Characterization of Enantiomerically Pure and Inherently Chiral Resorc[4]arenes by Lewis Acid Cyclization of a Resorcinol Monoalkyl Ether

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