
Ambient Intelligence - Software and Applications
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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
- Author Index
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