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024 7 _a10.1007/978-3-031-14135-5
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245 1 0 _aService-Oriented Computing - ICSOC 2021 Workshops
_h[electronic resource] :
_bAIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings /
_cedited by Hakim Hacid, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXIV, 378 p. 142 illus., 126 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13236
505 0 _aA 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 -- SeamlessSynchronization 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.
520 _aThis 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).
650 0 _aApplication software.
_985456
650 0 _aCoding theory.
_94154
650 0 _aInformation theory.
_914256
650 0 _aSoftware engineering.
_94138
650 0 _aProgramming languages (Electronic computers).
_97503
650 0 _aData mining.
_93907
650 0 _aInformation storage and retrieval systems.
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650 1 4 _aComputer and Information Systems Applications.
_985459
650 2 4 _aCoding and Information Theory.
_985460
650 2 4 _aSoftware Engineering.
_94138
650 2 4 _aProgramming Language.
_939403
650 2 4 _aData Mining and Knowledge Discovery.
_985462
650 2 4 _aInformation Storage and Retrieval.
_923927
700 1 _aHacid, Hakim.
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700 1 _aAldwairi, Monther.
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700 1 _aBouadjenek, Mohamed Reda.
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700 1 _aPetrocchi, Marinella.
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700 1 _aFaci, Noura.
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700 1 _aOutay, Fatma.
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700 1 _aBeheshti, Amin.
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700 1 _aThamsen, Lauritz.
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700 1 _aDong, Hai.
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830 0 _aLecture Notes in Computer Science,
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