Advanced Information Systems Engineering

Table of Contents

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   Book Overview
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   Chapter 1 Decision Mining with Time Series Data Based on Automatic Feature Generation
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   Chapter 2 Inferring a Multi-perspective Likelihood Graph from Black-Box Next Event Predictors
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   Chapter 3 Bootstrapping Generalization of Process Models Discovered from Event Data
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   Chapter 4 Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning
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   Chapter 5 Multi-perspective Process Analysis: Mining the Association Between Control Flow and Data Objects
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   Chapter 6 Towards Greener Applications: Enabling Sustainable-aware Cloud Native Applications Design
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   Chapter 7 Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance
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   Chapter 8 Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation
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    Chapter 9 A Model-Driven Approach for Systematic Reproducibility and Replicability of Data Science Projects
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    Chapter 10 The Aircraft and Its Manufacturing System: From Early Requirements to Global Design
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    Chapter 11 Causal Reasoning over Control-Flow Decisions in Process Models
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    Chapter 12 Crop Harvest Forecast via Agronomy-Informed Process Modelling and Predictive Monitoring
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    Chapter 13 Guiding Knowledge Workers Under Dynamic Contexts
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    Chapter 14 Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations
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    Chapter 15 Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows
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    Chapter 16 A Subject-aware Attention Hierarchical Tagger for Joint Entity and Relation Extraction
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    Chapter 17 Estimating Activity Start Timestamps in the Presence of Waiting Times via Process Simulation
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    Chapter 18 Updating Prediction Models for Predictive Process Monitoring
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    Chapter 19 Multi-model Monitoring Framework for Hybrid Process Specifications
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    Chapter 20 Mining Valuable Collaborations from Event Data Using the Recency-Frequency-Monetary Principle
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    Chapter 21 Querying Temporal Property Graphs
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    Chapter 22 A Supervised Learning Community Detection Method Based on Attachment Graph Model
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    Chapter 23 Soundness of Data-Aware Processes with Arithmetic Conditions
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    Chapter 24 Narration as a Technique to Improve Process Model Comprehension: Tell Me What I Cannot See
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    Chapter 25 Analyzing Enterprise Architecture Models by Means of the Meta Attack Language
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    Chapter 26 Enhancing Semantics-Driven Recommender Systems with Visual Features
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    Chapter 27 Assisting Mentors in Selecting Newcomers’ Next Task in Software Product Lines: A Recommender System Approach
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    Chapter 28 Towards Interoperable Metamodeling Platforms: The Case of Bridging ADOxx and EMF
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    Chapter 29 Situation Awareness for Autonomous Vehicles Using Blockchain-Based Service Cooperation
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    Chapter 30 How Big Service and Internet of Services Drive Business Innovation and Transformation
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    Chapter 31 Time-Cost Tradeoffs for Composed Services