
Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference
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This book brings together past insights, current research and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real-world problems.
The book is based on the International Conference on Distributed Computing and Artificial Intelligence 2020 (DCAI 2020), which provided a forum to present applications of innovative techniques for studying and solving complex problems in artificial intelligence and computing areas. It includes contributions on well-established and evolving areas of research, by authors from 26 countries, representing a truly "wide area network" of research activity
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Content
- Intro
- Preface
- Organization
- Honorary Chairman
- Program Committee Chairs
- Workshop Chair
- Advisory Board
- Organizing Committee
- Local Organizing Committee
- DCAI 2020 Sponsors
- Contents
- Special Session on AI-Driven methods for Multimodal Networks and Processes Modeling (AIMPM 2020)
- Special Session on AI-Driven methods for Multimodal Networks and Processes Modeling (AIMPM'20)
- Organization
- Organizing Committee
- Multi-agent Path Planning Problem Under a Multi-objective Optimization Framework
- 1 Introduction
- 2 Mathematical Model
- 3 Solution Procedure
- 4 Conclusion
- References
- Rules in Detection of Deadlocks in Multithreaded Applications
- 1 Introduction
- 1.1 Definition of Deadlock and Necessary Conditions
- 1.2 Thread Synchronization Mechanisms
- 2 Model
- 3 Formulation of the Problem
- 4 Deadlock
- 4.1 Model of EC0 Application
- 4.2 Model of EC1 Application
- 4.3 Model of EC2 Application
- 5 Sufficient Condition
- 6 Conclusions
- References
- Optimization of Customer Order Processing for the Pizza Chains
- Abstract
- 1 Introduction
- 2 Problem Statement - Illustrative Example
- 3 Mathematical Model
- 4 Computational Experiments
- 5 Conclusion
- Appendix AMPL Model
- References
- UAV Fleet Mission Planning Subject to Robustness Constraints
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 A Motivational Example
- 4 Model
- 5 Problem Formulation
- 6 Computational Experiments
- 7 Conclusions
- References
- Special Session on Natural Language and Argumentation 2020 (NLA 2020)
- Special Session on Natural Language and Argumentation 2020 (NLA'20)
- Organization
- Organizing Committee
- Program Committee
- Approximation Spaces of Temporal Processes and Effectiveness of Interval Semantics
- 1 Introduction
- 2 Interval Extensions of Dense Linear Orders and Temporal Processes
- 3 Effectiveness and Computational Reasoning About Temporal Processes
- 4 Application to Temporal Logic and Formal Semantics of Natural Languages
- 5 Future Work
- References
- Dynamic Multi-level Attention Models for Dialogue Response Generation
- 1 Introduction
- 2 Related Work
- 3 Methodology
- 3.1 Task Definition and Model Overview
- 3.2 Hierarchical Encoder
- 3.3 Dynamic Multilevel Attention
- 4 Experiment Study
- 4.1 Dataset and Evaluation Configuration
- 4.2 Result and Analysis
- 5 Conclusion and Future Work
- References
- Inferential Semantics as Argumentative Dialogues
- 1 Introduction
- 2 Dialogical Logic
- 3 Meaning, Proofs and Argumentation
- 4 A Toy Example of Natural Language Argumentation
- 5 Conclusion and Perspective
- References
- Special Session on Surveying and Maritime Internet of Things Education (SMITE 2020) and Special Session on TEChnological Approaches To Develop SustaiNabIlity of Cultural Heritage (TECTONIC 2020)
- Special Session on Surveying and Maritime Internet of Things Education (SMITE'20)
- Organization
- Organizing Committee
- Special Session on TEChnological Approaches TO Develop DustaiNabIlity of Cultural Heritage (TECTONIC'20)
- Organization
- Organizing Committee
- Representation of the Knowledge and Fuzzy Reasoning
- Abstract
- 1 Introduction
- 2 General Aspects of the Fuzzy Sets
- 3 Characterization and Nomenclature of the Fuzzy Sets
- 4 Representation of the Knowledge and Fuzzy Reasoning
- 5 Conclusions
- References
- A P2P Electricity Negotiation Agent Systems in Urban Smart Grids
- 1 Introduction
- 2 Related Works
- 2.1 Background on Smart City Energy Trading Platforms
- 2.2 Robot Operating System (ROS)
- 3 System Overview
- 3.1 Architecture
- 3.2 The Interaction of the Nodes
- 4 Case Study
- 4.1 Simulation Set-Up
- 4.2 Results
- 5 Conclusions
- References
- Integration of IoT Technologies in the Maritime Industry
- Abstract
- 1 Introduction
- 2 Smart Maritime Platform Based on Edge Computing
- 2.1 Architecture for Data Collection and Management
- 2.2 On-Board Edge Platform
- 2.3 Incident Management Models
- 3 Augmented Reality for Installation and Maintenance
- 4 Conclusions
- Acknowledgments
- References
- AIRUV: A Remotely Operated Underwater Vehicle with Artificial Intelligence Perspectives
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Remotely Operated Vehicles for Underwater Monitoring
- 3.1 ROUV: The Remotely Operated Underwater Vehicle
- 4 AIRUV Monitoring System
- 4.1 Measuring the Composition of Seawater
- 4.2 Monitoring the ROUV: Battery State of Charge
- 5 Conclusions
- Acknowledgments
- References
- Assessing the Current State of a Shipwreck Using an Autonomous Marine Robot: Szent Istvan Case Study
- 1 Introduction
- 2 Equipment
- 2.1 Autonomous Surface Vehicle
- 2.2 Multibeam Sonar
- 3 Methodology of Acoustic Site Surveys
- 4 Results of Bathymetric Surveys
- 4.1 Opening Under the Southern Side of the Shipwreck
- 5 Conclusion
- References
- Special Session on Disruptive Information and Communication Technologies for Innovation and Digital Transformation (Disruptive 2020)
- Special Session on Disruptive Information and Communication Technologies for Innovation and Digital Transformation (DISRUPTIVE'20)
- Organization
- Program Committee
- InGenias: Women as a Precursor to Technological and Scientific Vocations
- Abstract
- 1 Introduction
- 2 Main Objectives and Methodology of InGenias
- 2.1 Objectives of the Project
- 2.2 Methodology of InGenias
- 3 Dissemination and Results of the InGenias Project
- 3.1 Dissemination of the Project
- 3.2 Results and Discussion
- 4 Conclusions
- Acknowledgments
- References
- Contextual Adaptative Interfaces for Industry 4.0
- Abstract
- 1 Introduction
- 2 Context Awareness and User Profile
- 2.1 Domain Dependent Data in Context-Awareness
- 2.2 Evaluating Performance in User Profile
- 3 Proposal
- 3.1 Architecture
- 3.2 Interaction and Adaptational Model
- 4 Conclusions
- Acknowledgements
- References
- OEE PRO: A Solution for Industry 4.0 in the Aeronautical Sector
- Abstract
- 1 Introduction to Industry 4.0
- 2 Features of oee pro
- 3 Architecture of oee pro
- 3.1 Software Modules
- 3.2 Development and Deployment Platform
- 4 Conclusions
- Acknowledgements
- References
- Study Based on the Incidence of the Index of Economy and Digital Society (DESI) in the GDP of the Eurozone Economies
- Abstract
- 1 Introduction
- 1.1 The Digital Economy and Society Index (DESI)
- 2 Methodology
- 2.1 Population and Sample
- 2.2 Variables
- 2.3 Estimation Techniques
- 3 Results
- 4 Conclusions
- Acknowledgments
- References
- Technology as a Lever for the Evolution and Recovery of the Financial and Construction Sectors in Spain
- Abstract
- 1 Introduction
- 2 Methodology
- 3 Results
- 4 Technology as Levers for Recovery and Growth
- 5 Conclusions
- Acknowledgments
- References
- The Importance of Bankruptcy Prediction in the Advancement of Today's Businesses and Economies
- Abstract
- 1 Introduction
- 2 Methodology
- 3 Method and Results
- 4 Conclusions
- Acknowledgements
- References
- The Impact and Correlation of the Digital Transformation on GDP Growth in Different Regions Worldwide
- Abstract
- 1 Introduction
- 2 Data and Methodology
- 3 Results
- 4 Conclusions
- Acknowledgements
- References
- RETRACTED CHAPTER: A Review of k-NN Algorithm Based on Classical and Quantum Machine Learning
- 1 Introduction
- 2 k-NN Algorithm Based on Classical Machine Learning
- 2.1 Supervised Learning
- 3 Quantum Computing in Machine Learning
- 3.1 Quantum Computing: Background
- 4 Quantum Algorithm for the K-Nearest Neighbors Classification
- 5 Conclusions and Future Work
- References
- Doctoral Consortium
- Pragmatic Software Maintainability Management Using a Multi-agent System Working in Collaboration with the Development Team
- 1 Problem Statement
- 2 Related Work
- 3 Hypothesis
- 4 Proposal
- 5 Evaluation Plan
- 6 Reflections
- 7 Conclusion
- References
- System Architecture Modelling Framework Applied to the Integration of Electric Vehicles in the Grid
- Abstract
- 1 Introduction
- 2 Method: The Stage-Wise Architecture
- 3 The Architecture for EV Grid Integration
- 4 Future Work
- 5 Conclusion
- References
- Hierarchical Coalition Formation in Multi-agent Systems
- 1 Introduction
- 2 Related Work
- 3 Hierarchical Coalition Formation
- 3.1 The Hierarchical Game
- 3.2 Complex Coalition Formation
- 4 Evaluation Plan
- 5 Reflections
- References
- RETRACTED CHAPTER: An Intelligent Platform for the Management of Underwater Cultural Heritage
- Abstract
- 1 Introduction
- 2 Conclusions
- Acknowledgments
- References
- RETRACTED CHAPTER: Analysis of Self-presentation and Self-verification of the Users on Twitter
- Abstract
- 1 Introduction to Social Media
- 2 Self-presentation and Self-verification, and Proposed Method
- 3 Conclusion and Future Work
- References
- RETRACTED CHAPTER: An Energy-Aware Dynamic Resource Management Technique Using Deep Q-Learning Algorithm and Joint VM and Container Consolidation Approach for Green Computing in Cloud Data Centers
- Abstract
- 1 Introduction
- 2 Proposed Method
- 3 Conclusion
- References
- RETRACTED CHAPTER: Deep Tech and Artificial Intelligence for Worker Safety in Robotic Manufacturing Environments
- Abstract
- 1 Introduction
- 2 Conclusions
- Acknowledgments
- References
- RETRACTED CHAPTER: Virtual Agent Societies to Provide Solutions to an Investment Problem
- Abstract
- 1 Introduction
- 2 Conclusion
- Acknowledgments
- References
- RETRACTED CHAPTER: Proposing to Use Artificial Neural Networks for NoSQL Attack Detection
- Abstract
- 1 Introduction
- 2 Conclusion
- References
- RETRACTED CHAPTER: Predictive Maintenance Proposal for Server Infrastructures
- 1 Introduction
- 2 Conclusion
- References
- Retraction Note to: Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference
- Retraction Note to: Chapter 20: S. Rodrí
- guez Gonzá
- lez et al. (Eds.): Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference, AISC 1242, https://doi.org/10.1007/978-3-030-53829-3_20
- Retraction Note to: Chapter 24: S. Rodrí
- guez Gonzá
- lez et al. (Eds.): Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference, AISC 1242, https://doi.org/10.1007/978-3-030-53829-3_24
- Retraction Note to: Chapter 25: S. Rodrí
- guez Gonzá
- lez et al. (Eds.): Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference, AISC 1242, https://doi.org/10.1007/978-3-030-53829-3_25
- Retraction Note to: Chapter 26: S. Rodrí
- guez Gonzá
- lez et al. (Eds.): Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference, AISC 1242, https://doi.org/10.1007/978-3-030-53829-3_26
- Retraction Note to: Chapter 27: S. Rodrí
- guez Gonzá
- lez et al. (Eds.): Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference, AISC 1242, https://doi.org/10.1007/978-3-030-53829-3_27
- Retraction Note to: Chapter 28: S. Rodrí
- guez Gonzá
- lez et al. (Eds.): Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference, AISC 1242, https://doi.org/10.1007/978-3-030-53829-3_28
- Retraction Note to: Chapter 29: S. Rodrí
- guez Gonzá
- lez et al. (Eds.): Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference, AISC 1242, https://doi.org/10.1007/978-3-030-53829-3_29
- Retraction Note to: Chapter 30: S. Rodrí
- guez Gonzá
- lez et al. (Eds.): Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference, AISC 1242, https://doi.org/10.1007/978-3-030-53829-3_30
- Author Index
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