Database and Expert Systems Applications - DEXA 2022 Workshops

Table of Contents

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   Book Overview
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   Chapter 1 Unboundedness of Linear Regions of Deep ReLU Neural Networks
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   Chapter 2 Applying Time-Inhomogeneous Markov Chains to Math Performance Rating
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   Chapter 3 A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME
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   Chapter 4 A Comparative Study Between Rule-Based and Transformer-Based Election Prediction Approaches: 2020 US Presidential Election as a Use Case
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   Chapter 5 Detection of the 3D Ground Plane from 2D Images for Distance Measurement to the Ground
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   Chapter 6 Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data
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   Chapter 7 Collaborative Aspects of Solving Rail-Track Multi-sensor Data Fusion
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   Chapter 8 From Data to Decisions - Developing Data Analytics Use-Cases in Process Industry
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    Chapter 9 Challenges in Mass Flow Estimation on Conveyor Belts in the Mining Industry: A Case Study
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    Chapter 10 A Table Extraction Solution for Financial Spreading
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    Chapter 11 Synthetic Data in Automatic Number Plate Recognition
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    Chapter 12 An Untold Tale of Scientific Collaboration: SCCH and AC $$^2$$ 2 T
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    Chapter 13 On the Creation and Maintenance of a Documentation Generator in an Applied Research Context
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    Chapter 14 Towards the Digitalization of Additive Manufacturing
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    Chapter 15 Twenty Years of Successful Translational Research: A Case Study of Three COMET Centers
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    Chapter 16 Data Integration, Management, and Quality: From Basic Research to Industrial Application
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    Chapter 17 Building a YouTube Channel for Science Communication
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    Chapter 18 Introduction of Visual Regression Testing in Collaboration Between Industry and Academia
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    Chapter 19 Vibration Analysis for Rotatory Elements Wear Detection in Paper Mill Machine
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    Chapter 20 Introducing Data Science Techniques into a Company Producing Electrical Appliances
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    Chapter 21 A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol
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    Chapter 22 Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing
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    Chapter 23 Sending Spies as Insurance Against Bitcoin Pool Mining Block Withholding Attacks
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    Chapter 24 Risks in DeFi-Lending Protocols - An Exploratory Categorization and Analysis of Interest Rate Differences
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    Chapter 25 Battling the Bullwhip Effect with Cryptography
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    Chapter 26 Reporting of Cross-Border Transactions for Tax Purposes via DLT
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    Chapter 27 Securing File System Integrity and Version History Via Directory Merkle Trees and Blockchains
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    Chapter 28 Taxation of Blockchain Staking Rewards: Propositions Based on a Comparative Legal Analysis
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    Chapter 29 Comparison Framework for Blockchain Interoperability Implementations
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    Chapter 30 Towards Strategies for Secure Data Transfer of IoT Devices with Limited Resources
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    Chapter 31 Application of Validation Obligations to Security Concerns
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    Chapter 32 Mode Switching for Secure Edge Devices
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    Chapter 33 A Lifecycle Framework for Semantic Web Machine Learning Systems
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    Chapter 34 Enhancing TransE to Predict Process Behavior in Temporal Knowledge Graphs
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    Chapter 35 An Explainable Multimodal Fusion Approach for Mass Casualty Incidents
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    Chapter 36 Log File Anomaly Detection Based on Process Mining Graphs
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    Chapter 37 A Scalable Microservice Infrastructure for Fleet Data Management
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    Chapter 38 Learning Entropy: On Shannon vs. Machine-Learning-Based Information in Time Series
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    Chapter 39 Using Property Graphs to Segment Time-Series Data
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    Chapter 40 A Synthetic Dataset for Anomaly Detection of Machine Behavior