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Service-Oriented Computing - ICSOC 2021 Workshops AIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings
Title
Service-Oriented Computing - ICSOC 2021 Workshops [electronic resource] : AIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings / edited by Hakim Hacid, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong.
ISBN
9783031141355
Edition
1st ed. 2022.
Publication
Cham : Springer International Publishing : Imprint: Springer, 2022.
Physical Description
1 online resource (XIV, 378 p.) 142 illus., 126 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
This book constitutes the selected papers from the scientific satellite events held in conjunction with the19th International Conference on Service-Oriented Computing, ICSOC 2021. The conference was held Dubai, United Arab Emirates in November 2021. This year, these satellite events were organized around three main tracks, including a workshop track, a demonstration track, and a tutorials track. The ICSOC 2021 workshop track consisted of the following three workshops covering a wide range of topics that fall into the general area of service computing. • International Workshop on Artificial Intelligence for IT Operations (AIOps) • 3rd Workshop on Smart Data Integration and Processing (STRAPS 2021) • International Workshop on AI-enabled Process Automation (AI-PA 2021).
Variant and related titles
Springer ENIN.
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Printed edition:
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
August 24, 2022
Series
Lecture Notes in Computer Science, 13236
Contents
A Study of Artificial Intelligence Frameworks and their Capability to Diagnose Major Depressive Disorder
Say No2Ads: Automatic Advertisement and Music Filtering from Broadcast News Content
Hybrid Recommendation of Movies based on Deep Content Features
Automatic Image Annotation using Quantization Reweighting Function and Graph Neural Networks
Interactive Process Improvement Using Simulation of Enriched Process Trees
A Reproducible Approach for Mining BusinessActivities from Emails for Process Analytics
Human-in-the-loop Optimization for Artificial Intelligence Algorithms
Proposing a recommender system and risk mitigation strategy for Supply Chain Management by using Counterfactual Explanation
Improving Multi-Label Text Classification Models with Knowledge Graphs
An iterative model for quality assessment in collaborative content generation systems
Log Attention - Assessing Software Releases with Attention-based Log Anomaly Detection
A Taxonomy of Anomalies in Log Data
Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection
MMRCA: MultiModal Root Cause Analysis
IAD: Indirect Anomalous VMMs Detection in the Cloud-based Environment
Comparing graph data science libraries for querying and analysing datasets: towards data science queries on graphs?
Gamification for healthier lifestyle - User Retention
Streaming and visualising neuronal signals for understanding pain
Graph analytics workflows enactment on just in time data centres.-Data Centred Intelligent Geosciences: Research Agenda and Opportunities
Design patterns in an ERP environment.-Towards a Semantics-based Search Engine for Smart Contract Information.-A Blockchain-based Autonomous System for Primary Financial Market
Multi-Agent Reinforcement Learning for Task Allocation in Cooperative Edge Cloud Computing
Occupancy Estimation from Thermal Images
Constraint-Aware Trajectory for Drone Delivery Services
Seamless Synchronization for Collaborative Web Services
Crowd4ME: A Crowdsourcing-based Micro-expression Collection Platform
AI-enabled Processes: The Age of Artificial Intelligence and Big Data
Continuously Testing Distributed IoT Systems: An Overview of the State of the Ar
Towards Scalable Blockchains Using Service-Oriented Architectures
Snapshot of Research Issues in Service Robots.
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