Intelligent Distributed Computing XIV

Inbunden, Engelska, 2022

AvDavid Camacho,Domenico Rosaci,Giuseppe M. L. Sarné,Mario Versaci,Giuseppe M. L. Sarne

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The IDC 2021 event included sessions on Internet of Things, data analytics, machine learning, multi-agent systems, algorithms, future intelligent transport solutions, blockchain, intelligent distributed computing for cyber-physical security, and security and trust and reputation in intelligent environments.

Produktinformation

Utgivningsdatum2022-05-07
Mått155 x 235 x 33 mm
Vikt904 g
FormatInbunden
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor476
FörlagSpringer Nature Switzerland AG
ISBN9783030966263

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Artificiell intelligens inom Data och IT

Part 1: INTERNET OF THINGS (Main Track) - Chair: David Camacho.- EBASI: IoT-Based Emotion and Behaviour Recognition System Against Elderly People Social Isolation.- Smart Health Services based on IoT and GIS.- A Review of Internet of Things Platforms through the IoT-A Reference Architecture.- Critical comparison of data imputation techniques at IoT Edge.- A novel approach for calculating real-time Composite Indicators relying on Internet of Things and Industrial Data Spaces.- Part 2: MACHINE LEARNING (Main Track) - Chair: Antonio Guerrieri.- Using evolving ensembles to deal with concept drift in streaming scenarios.- Applying of machine learning for analyzing network traffic in the conditions of an unbalanced data sample.- A WNN-based approach for Network Intrusion Detection.- A Force Field Reinforcement Learning approach for the observation problem.- Macro Architecture for Microservices: Improving Internal Quality of Microservice Systems.- An Artificial Neural Network to simulate surface runoff and soil erosion in burned forests.- Part 3: FITS (Special Session) - Chair: Maria Nadia Postorino.- Cooperative Negotiation in Connected Vehicles for Mitigating Traffic Congestion.- New Challenges for Urban Air Mobility systems: Aerial Cooperative Vehicles.- Combining Coordination Strategies for Autonomous Vehicles in Intersection Networks.- Using Boundary Objects and ANT Concepts to Implement Multi-Agent Systems as Drivers of Innovation in Logistics.- Traffic flow modelling when autonomous vehicles coexist with human driven vehicles: perspectives and challenges.- Distributed Non-monotonic Reasoning for Transportation Network Congestion Monitoring: Theoretical Foundation.- Part 4: IDCCPSS 1 (Special Session) - Chair: Igor Kotenko.- Using clustering methods of anomalies and neural networks to conduct additional diagnostics of a computer network.- Attack strategies and countermeasures in transport-based time synchronization solutions.- An approach to automated assessment of the image of a territorial entity in the media discourse of a foreign state.- FL4J - Federated Learning Framework for Java.- Part 5: BLOCKCHAIN (Main Track) - Chair: Daniele Santamaria.- Ontological Smart Contracts in OASIS: Ontology for Agents, Systems, and Integration of Services.- Blockchains through ontologies: the case study of the Ethereum ERC721 standard in OASIS.- Preselection Based Leader Election in Distributed Systems.- Physical Assets Tokenization for Blockchain Markets.- Part 6: MAS & ALGORITHMS (Main Track) - Chair: Fabrizio Messina.- Intelligent agents for diffused cyber-physical museums.- T-pattern: A way to model complex trustworthiness in a social multi-agent community.- An Algorithmic Proposal for the Qualitative Comparison between the Chen-Yeh EIT Mixture Model and the Susan-Resiga GSMs Experimental Model for MR Fluids.- DataX: A system for Data eXchange and transformation of streams.- Monitoring hierarchical systems for safety assurance.- Part 7:DATA ANALTICS (Main Track) - Chair: Michele Malgeri.- Preliminary characterization of Italian academic scholars by their bibliometrics.- ERAKS - Interactive Interface to Annotate Entities, Co-references, and Relationships.- Graph Theory Applied to Brain Network Analysis in Alzheimer's Disease.- Detection of postpartum depression-related posts: An analysis for Serbian.- smartTeV - Leveraging eVoting with Smart Voting Ballots.- Part 8: IDCCPSS 2 (Special Session) - Chair: Vasily Desnitsky.- A technique for the design of abstract models of microcontroller-based physical security systems.- An approach to the synthesis of a neural network system for diagnosing computer incidents.- Approach to Anomaly Detection in Cyber-Physical Object Behavior.- Security analysis of information systems based on attack sequences generation and testing.- TRIE (Special Session) & COMPUTING.- A Comparative Analysis of a Designed CNN and AlexNet for Image Classification on Small Datasets.- A Clustering Reputation-based Framework in Edge-based IoT Environments.- On Next-Generation Sequencing compression via Multi-GPU.- Experimental Approach of the Quantum Volume on Different Quantum Computing Devices.