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    Chapter and Conference Paper

    An Untold Tale of Scientific Collaboration: SCCH and AC \(^2\) T

    In the last two decades, the application of artificial intelligence (AI) in different fields has increased significantly. As an interdisciplinary field, AI methods are improving toward efficiency and applicabi...

    Somayeh Kargaran, Anna-Christina Glock in Database and Expert Systems Applications -… (2022)

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    Chapter and Conference Paper

    Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data

    A methodology for practical secure privacy-preserving distributed machine (deep) learning is proposed via addressing the core issues of fully homomorphic encryption, differential privacy, and scalable fast mac...

    Mohit Kumar, Bernhard Moser, Lukas Fischer in Database and Expert Systems Applications -… (2022)

  3. Chapter and Conference Paper

    General Model for Tracking Manufacturing Products Using Graph Databases

    One of the major problems in the manufacturing industry consists of the fact that, when manufacturing a product, many parts from different lots are supplied and mixed to a certain degree during an indeterminat...

    Jorge Martinez-Gil, Reinhard Stumptner in Data-Driven Process Discovery and Analysis (2020)

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    Chapter and Conference Paper

    Multiple Choice Question Answering in the Legal Domain Using Reinforced Co-occurrence

    Nowadays, the volume of legal information available is continuously growing. As a res...

    Jorge Martinez-Gil, Bernhard Freudenthaler in Database and Expert Systems Applications (2019)

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    Chapter and Conference Paper

    Deriving an Optimal Noise Adding Mechanism for Privacy-Preserving Machine Learning

    Differential privacy is a standard mathematical framework to quanti...

    Mohit Kumar, Michael Rossbory in Database and Expert Systems Applications (2019)

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    Chapter and Conference Paper

    Maintaining and Analyzing Production Process Definitions Using a Tree-Based Similarity Measure

    In this work a Case-Based reasoning system for managing production processes, declarative production process definitions in particular, with main focus on analysis and maintenance is introduced whereby each pr...

    Reinhard Stumptner, Christian Lettner in Case-Based Reasoning Research and Developm… (2015)

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    Chapter and Conference Paper

    BIAccelerator – A Template-Based Approach for Rapid ETL Development

    Business Intelligence projects include a big variety of challenges for all involved parties. Due to individual and changeable customer requirements or lacking standardization, there is much legwork which BI de...

    Reinhard Stumptner, Bernhard Freudenthaler in Foundations of Intelligent Systems (2012)

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    Chapter and Conference Paper

    CBRSHM – A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring

    This contribution describes a case-based decision support system which is intended for being used in the field of Structural Health Monitoring to support the assessment of structures (by using the example of l...

    Bernhard Freudenthaler in Case-Based Reasoning Research and Development (2011)