Ambient Intelligence - Software and Applications

Name: Ambient Intelligence - Software and Applications | 11th International Symposium on Ambient Intelligence
Brand: Springer
Price: 149.79 EUR
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11th International Symposium on Ambient Intelligence

Paulo Novais Gianni Vercelli Josep L. Larriba-Pey Francisco Herrera Pablo Chamoso(Editor)

Springer (Publisher)

1st Edition

Published on 9. September 2020

XVI, 314 pages

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978-3-030-58356-9 (ISBN)

€149.79incl. 7% vat

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Content

Intro
Preface
Organization of ISAmI 2020
General Chair
Organizing Committee
Local Organizing Committee
Workshop Organizing Committee
Program Committee
Workshop Program Committee
Contents
Main Track
eHealth4MS: Problem Detection from Wearable Activity Trackers to Support the Care of Multiple Sclerosis
1 Introduction
2 Related Work
3 Integration and Data Collection
4 Knowledge Representation and Analysis
4.1 Representation
4.2 Reasoning and Interpretation
5 End-User Applications
6 Conclusions and Future Work
References
Society of "Citizen Science through Dancing"
1 Introduction
2 Citizen Science and Protein-Protein Docking
3 Citizen Science through Dancing
4 CollectiveEyes as a Social Watching Infrastructure
5 User Studies
6 Conclusion and Future Direction
Appendix: Game Experience Questionnaire
References
The ACTIVAGE Marketplace: Hybrid Logic- and Text-Based Discovery of Active and Healthy Ageing IoT Applications
1 Introduction
2 Related Work
3 The ACTIVAGE Marketplace
3.1 The Marketplace Ontology and Hybrid App Discovery
3.2 Implementation and User Interface
4 Conclusion and Future Work
References
Explainable Intelligent Environments
1 Introduction
2 Explanations and Human Factors
2.1 Approaches to Enhance Explainability and Interpretability
3 An Explainable Intelligent Environment for Tax Fraud Detection
3.1 Generating Interpretable Explanations
4 Conclusions and Future Work
References
Overcoming Challenges in Healthcare Interoperability Regulatory Compliance
1 Introduction
2 Background
2.1 Interoperability
2.2 AIDA Platform
2.3 Mirth Connect
2.4 ElasticSearch
2.5 Docker
2.6 Kibana
3 Implementation
4 Conclusion
References
Tools for Immersive Music in Binaural Format
1 Introduction
2 Related Work
3 Tools: DAWs e Plugin
4 Research Questions
5 Conclusions
References
A Computer Vision-Based System for a Tangram Game in a Social Robot
1 Introduction
2 Tangram Detection System
2.1 Camera Distortion Correction and Play Zone Detection
2.2 Tangram Detection
3 Integration in the Social Robot
4 Data and Results
4.1 Experimental Setup
4.2 Performance of the Pieces Detector
5 Conclusions
References
FullExpression Using Transfer Learning in the Classification of Human Emotions
1 Introduction
2 Research Works
3 FullExpression Ecosystem
4 Experimental Findings
5 Conclusions
References
Deployment of an IoT Platform for Activity Recognition at the UAL's Smart Home
1 Introduction
2 Infrastructure of the IoT System
3 Activity Detection Algorithm
3.1 Description of the Machine Learning Algorithm
3.2 Algorithm Operations
4 Results
5 Conclusions and Future Work
References
Algorithms for Context-Awareness Route Generation
1 Introduction
2 Methods
2.1 A*
2.2 Ant Colony Optimization
3 Experiences and Evaluation
3.1 Evaluation Metrics
3.2 Execution Time Scenario
3.3 Route Score Scenario
3.4 Time Occupancy Rate to Complete the Route Scenario
4 Conclusions
References
Detection Violent Behaviors: A Survey
1 Introduction
2 Concepts
2.1 Action Recognition
2.2 Violence Detection
3 Sample Setup
4 Results and Discussion
4.1 Video Approach
4.2 Audio Approach
4.3 Multimodal Audio and Video Approach
5 Conclusions
References
System for Recommending Financial Products Adapted to the User's Profile
1 Introduction
2 Related Work
2.1 Users' Risk
2.2 Background
3 Proposal
3.1 Methodology Based on Statistical Models
3.2 Methodology Based on Machine Learning
4 Conclusion
5 Discussion
References
A COTS (UHF) RFID Floor for Device-Free Ambient Assisted Living Monitoring
1 Introduction
2 Related Work
3 Fingerprinting for Region-Level Localisation
3.1 Testbed and Hardware Setup
3.2 Data Acquisition
3.3 Activity Pathways Data Collection
3.4 Experiments
4 Conclusions and Future Work
References
Using Jason Framework to Develop a Multi-agent System to Manage Users and Spaces in an Adaptive Environment System
1 Introduction
2 Materials and Methods
3 Results
3.1 Framework Jason
3.2 The ARGO Architecture
4 Discussion and Conclusions
References
Towards the Development of IoT Protocols
1 Introduction
2 IoT
3 IoT Network Protocols
3.1 Wi-Fi
3.2 Long Range Wide Area Network (LoRaWAN)
3.3 Bluetooth Low Energy (BLE)
3.4 ZigBee
3.5 Cellular
3.6 SigFox
3.7 IPv6 over Low-Power Wireless Personal Area Networks (6LoWPAN)
3.8 Summary
4 IoT Communication Protocols
4.1 HTTP/2
4.2 Message Queue Telemetry Transport (MQTT)
4.3 Constrained Application Protocol (CoAP)
4.4 Advanced Message Queueing Protocol (AMQP)
4.5 WebSockets
4.6 Extensible Messaging and Presence Protocol (XMPP)
4.7 Data Distribution Service (DDS)
4.8 Summary
5 Future Perspectives
6 Conclusions
References
Livestock Welfare by Means of an Edge Computing and IoT Platform
1 Introduction
2 Edge Computing and IoT in Smart Farming
3 An Intelligent Edge-IoT Platform for Monitoring Livestock
3.1 Global Edge Computing Architecture
3.2 SmartDairyTracer: Livestock Monitoring, Sustainability and Traceability by Means of IoT, AI and Blockchain Technologies
4 Conclusions and Future Work
References
Sleep Performance and Physical Activity Estimation from Multisensor Time Series Sleep Environment Data
1 Introduction
2 Related Work
2.1 Sleep Monitoring Systems
2.2 Re-aligning EU Data Protection Law with the Right to Reasonable Inferences of a Multisensor Sleep Monitoring System
3 Multisensor Sleep Monitoring System
4 Results from Experiments
4.1 Data Pre-processing
4.2 Machine Learning Models Performance
5 Conclusions and Future Work
References
Face Detection and Recognition, Face Emotion Recognition Through NVIDIA Jetson Nano
1 Introduction
2 Related Work
3 Methodology
3.1 Face Detection
3.2 Face Recognition
3.3 Face Emotion Recognition
4 Results
4.1 Face Detection
4.2 Face Recognition
4.3 Face Emotion Recognition
5 Conclusion
References
Video Analysis System Using Deep Learning Algorithms
1 Introduction
2 Technological Background
3 Proposed System
4 Results
5 Conclusions and Future Work
References
Workshop on New Applications for Public Transport (NAPT)
Towards Learning Travelers' Preferences in a Context-Aware Fashion
1 Introduction
2 Background and Related Work
3 Methodology
3.1 Traveler Context Dimension Tree (TCDT)
3.2 Main Dimensions and Concepts by TCDT
3.3 Dynamic vs. Static Dimensions
3.4 System Architecture
3.5 Trip Recommendations
4 Conclusion and Future Work
References
Reputation Algorithm for Users and Activities in a Public Transport Oriented Application
1 Introduction
2 Background
2.1 Academic Proposals
2.2 Commercial Proposals
3 Proposal for User and Users' Choices Reputation Algorithm
3.1 Mathematical Description of the Reputation System
3.2 Updating the Parameters and Their Weights
4 Evaluation and Results
4.1 Users' Reputation Evaluation
4.2 Activities Reputation Evaluation
5 Conclusion
References
Extraction of Travellers' Preferences Using Their Tweets
1 Introduction
2 Background
3 Proposal
3.1 Twitter Data Extraction
3.2 Preprocessing and Vectorization Ot Tweets
3.3 Topic Modelling
4 Evaluation and Results
4.1 Final System Integration
5 Conclusions and Future Work
References
Doctoral Consortium (DC)
Adaptivity as a Service (AaaS): Personalised Assistive Robotics for Ambient Assisted Living
1 Introduction
2 A Proposal for Adaptivity as a Service in AAL
3 Research Questions
4 Conclusion
References
Time in Multi-agent Systems
1 Introduction
2 Related Work
3 Proposal
4 Preliminary Results
5 Evaluation Plan
References
RETRACTED CHAPTER: Public Tendering Processes Based on Blockchain Technologies
1 Introduction
2 Conclusions
References
RETRACTED CHAPTER: Low-Power Distributed AI and IoT for Measuring Lamb's Milk Ingestion and Predicting Meat Yield and Malnutrition Diseases
1 Introduction
2 Conclusions
References
RETRACTED CHAPTER: Clifford Algebras: A Proposal Towards Improved Image Recognition in Machine Learning
1 Introduction
2 Conclusion
References
RETRACTED CHAPTER: New Approach to Recommend Banking Products Through a Hybrid Recommender System
1 Introduction
2 Conclusion
References
RETRACTED CHAPTER: An IoT-Based ROUV for Environmental Monitoring
1 Introduction
2 Conclusions
References
RETRACTED CHAPTER: Deep Symbolic Learning and Semantics for an Explainable and Ethical Artificial Intelligence
1 Introduction
2 Conclusions
References
Development of a Multiagent Simulator to Genetic Regulatory Networks
1 Introduction
2 Operation of a GRN
3 Proposed Model
4 Results
5 Conclusions
References
Manage Comfort Preferences Conflicts Using a Multi-agent System in an Adaptive Environment System
1 Introduction
2 Materials and Methods
3 Results
4 Discussion and Conclusions
References
AI-Based Proposal for Epileptic Seizure Prediction in Real-Time
1 Introduction
2 Conclusion
References
Digital Twin Framework for Energy Efficient Greenhouse Industry 4.0
1 Problem Statement
1.1 Greenhouse Industry 4.0
1.2 Research Aim and Objectives
2 Related Work
2.1 Brewery Fermentation Process Optimization
2.2 Greenhouse Flexibility Potential
2.3 Integration of Simulation Software with Optimization Platform
3 Hypothesis
4 Proposal
5 Preliminary Results
6 Reflections
References
RETRACTED CHAPTER: "Cooperative Deeptech Platform" for Innovation-Hub Members of DISRUPTIVE
1 Introduction
2 Proposed Method
3 Conclusion
References
Engineering Multiagent Organizations Through Accountability
1 Introduction
2 Related Work
3 Proposal
4 Preliminary Results
5 Evaluation
6 Conclusions
References
Circadian Rhythm and Pain: Mathematical Model Based on Multiagent Simulation
1 Introduction
2 Theoretical Basis
3 Methodology
4 Conclusion
References
Retraction Note to: Ambient Intelligence - Software and Applications
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Ambient Intelligence - Software and Applications

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