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Service-Oriented Computing – ICSOC 2021 Workshops

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Cover of 'Service-Oriented Computing – ICSOC 2021 Workshops'

Table of Contents

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    Book Overview
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    Chapter 1 A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder
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    Chapter 2 Say No2Ads: Automatic Advertisement and Music Filtering from Broadcast News Content
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    Chapter 3 Hybrid Recommendation of Movies Based on Deep Content Features
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    Chapter 4 Automatic Image Annotation Using Quantization Reweighting Function and Graph Neural Networks
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    Chapter 5 Interactive Process Improvement Using Simulation of Enriched Process Trees
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    Chapter 6 A Reproducible Approach for Mining Business Activities from Emails for Process Analytics
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    Chapter 7 Human-in-the-Loop Optimization for Artificial Intelligence Algorithms
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    Chapter 8 A Recommender System and Risk Mitigation Strategy for Supply Chain Management Using the Counterfactual Explanation Algorithm
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    Chapter 9 Improving Multi-label Text Classification Models with Knowledge Graphs
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    Chapter 10 An Iterative Model for Quality Assessment in Collaborative Content Generation Systems
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    Chapter 11 Log Attention – Assessing Software Releases with Attention-Based Log Anomaly Detection
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    Chapter 12 A Taxonomy of Anomalies in Log Data
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    Chapter 13 Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection
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    Chapter 14 MMRCA: MultiModal Root Cause Analysis
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    Chapter 15 IAD: Indirect Anomalous VMMs Detection in the Cloud-Based Environment
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    Chapter 16 Comparing Graph Data Science Libraries for Querying and Analysing Datasets: Towards Data Science Queries on Graphs
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    Chapter 17 Gamification for Healthier Lifestyle – User Retention
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    Chapter 18 Streaming and Visualising Neuronal Signals for Understanding Pain
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    Chapter 19 Graph Analytics Workflows Enactment on Just in Time Data Centres Position Paper
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    Chapter 20 Data Centred Intelligent Geosciences: Research Agenda and Opportunities Position Paper
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    Chapter 21 Design Patterns in an ERP Environment
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    Chapter 22 Towards a Semantics-Based Search Engine for Smart Contract Information
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    Chapter 23 A Blockchain-Based Autonomous System for Primary Financial Market
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    Chapter 24 Multi-agent Reinforcement Learning for Task Allocation in Cooperative Edge Cloud Computing
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    Chapter 25 Occupancy Estimation from Thermal Images
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    Chapter 26 Constraint-Aware Trajectory for Drone Delivery Services
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    Chapter 27 Seamless Synchronization for Collaborative Web Services
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    Chapter 28 Crowd4ME: A Crowdsourcing-Based Micro-expression Collection Platform
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    Chapter 29 AI-Enabled Processes: The Age of Artificial Intelligence and Big Data
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    Chapter 30 Continuously Testing Distributed IoT Systems: An Overview of the State of the Art
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    Chapter 31 Towards Scalable Blockchains Using Service-Oriented Architectures
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    Chapter 32 Snapshot of Research Issues in Service Robots
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Title
Service-Oriented Computing – ICSOC 2021 Workshops
Published by
Springer International Publishing, August 2022
DOI 10.1007/978-3-031-14135-5
ISBNs
978-3-03-114134-8, 978-3-03-114135-5
Editors

Hacid, Hakim, Aldwairi, Monther, Bouadjenek, Mohamed Reda, Petrocchi, Marinella, Faci, Noura, Outay, Fatma, Beheshti, Amin, Thamsen, Lauritz, Dong, Hai

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