Ambient Intelligence Software and Applications 6th International Symposium on Ambient Intelligence ISAmI 2015 1st Edition by Amr Mohamed 9783319196954 3319196952

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• ISBN 10:3319196952 

• ISBN 13:9783319196954

• Author:Amr Mohamed 

Ambient Intelligence – Software and Applications
6th International Symposium on Ambient Intelligence (ISAmI 2015)
This volume contains the proceedings of the 6th International Symposium on Ambient Intelligence (ISAmI 2015), held in Salamanca, Spain on June 3th-5th at the University of Salamanca. After a careful review, 27 papers from 10 different countries were selected to be presented in ISAmI 2015 at the conference and published in the proceedings. ISAmI has been running annually and aiming to bring together researchers from various disciplines that constitute the scientific field of Ambient Intelligence to present and discuss the latest results, new ideas, projects and lessons learned, namely in terms of software and applications and aims to bring together researchers from various disciplines that are interested in all aspects of this area. Ambient Intelligence is a recent paradigm emerging from Artificial Intelligence, where computers are used as proactive tools assisting people with their day-to-day activities, making everyone’s life more comfortable. Another main concern of AmI originates from the human computer interaction domain and focuses on offering ways to interact with systems in a more natural way by means user friendly interfaces. This field is evolving quickly as can be witnessed by the emerging natural language and gesture based types of interaction.
 

Ambient Intelligence Software and Applications 6th International Symposium on Ambient Intelligence ISAmI 2015 1st Table of contents:

Using Evolutionary Algorithms to Personalize Controllers in Ambient Intelligence
1 Introduction
2 Related Work
3 Approach
3.1 CMA-ES
3.2 Standard GA
3.3 Hill Climbing and Simulated Annealing
4 Experimental Setup
4.1 Case Study
4.2 Setup
5 Experimental Results
6 Discussion
References
Automatic Early Risk Detection of Possible Medical Conditions for Usage Within an AMI-System
Abstract
1 Introduction
2 Bayesian Networks for Automatic Triage Diagnosis
3 Validating the Developed Model
4 Discussion and Future Work
Acknowledgments
References
Reducing Stress and Fuel Consumption Providing Road Information
Abstract
1 Introduction
2 Discovering Areas Where Driving Required a High Workload
3 Evaluation of Proposal
3.1 Experimental Design
4 Results
5 Conclusions
Acknowledgments
References
Policy-Based Adaptation of Context Provisioning in AmI
1 Introduction
2 CONSERT Middleware
3 Context Provisioning Policy
3.1 Sensing Policies
3.2 Coordination Policies
4 Context Provisioning
5 Scenario Evaluation
6 Related Works
7 Conclusions
References
An Adaptive Particle Filter for Indoor Robot Localization
Abstract
1 Introduction
2 Related Work
3 Double Resampling Strategies
4 Simulations
4.1 1D Simulation Model
4.2 Mobile Robot Localization Simulation
5 Conclusion
Acknowledgments
References
A Discomfort-Sensitive Chair for Pointing Out Mental Fatigue
1 Introduction
2 Case Study
2.1 Methodology
2.2 Data Analysis
2.3 Results
3 Conclusions
References
Development of a High Mobility Assistant Personal Robot for Home Operation
Abstract
1 Introduction
2 Materials and Methods
2.1 High Mobility Capabilities
2.2 Central Processing Unit
2.3 Onboard Electronics
2.4 Onboard LIDARS
2.5 APR-Tablet Application
2.6 Remote User Application
3 APR Prototype Results
4 Conclusions
Acknowledgments
References
Using ICT for Tacit Knowledge Preservation in Old Age
Abstract
1 Introduction
2 Related Work
3 Service Platform for Pervasive Elderly Care
4 Knowledge Preservation
5 Evaluation and Results
6 Conclusions
Acknowledgments
References
Step Count and Classification Using Sensor Information Fusion
1 Introduction
2 System Architecture
3 Step Count and Classification Algorithms
3.1 Heuristic Method
3.2 Dynamic Time Warping Method
3.3 IMUs Information Fusion Method
4 Experimental Results
5 Conclusion
References
ECG Signal Prediction for Destructive Motion Artefacts
1 Introduction
2 Biomedical Noises Sources
3 Linear Prediction
3.1 Burg Algorithm
4 System Architecture
5 Results Analysis
6 Conclusion
References
A Sentiment Analysis Classification Approach to Assess the Emotional Content of Photographs
1 Introduction
2 Our Approach for Sentiment Analysis
2.1 Knowledge Base
2.2 Parser Module
2.3 Emotion Classification Model
2.4 Text Scoring Scheme and Adaptive Learning
3 Emopic: Mobile Application to Assess the Emotional Content of Photographs
4 Conclusions
References
Opportunistic Sensoring Using Mobiles for Tracking Users in Ambient Intelligence
Abstract
1 Introduction
2 Related Work
3 SafeRoute
4 Conclusions and Future Work
References
Mobile Crowd Sensing for Solidarity Campaigns
Abstract
1 Introduction
2 Community Engagement
3 Distributed Architecture
3.1 Web Service
3.2 Crowd Sensing Database
3.3 Mobile Application
4 Conclusions and Future Work
References
3D Reconstruction of Bone Structures Based on Planar Radiography
Abstract
1 Introduction
1.1 State of the Art
1.2 Proposed Solution
2 3D Reconstruction
2.1 Generation of the Generic Model
3 2D/2D Registration
3.1 Deformation of the Generic Model
4 Discussion
Acknowledgments
References
Context-Aware Well-Being Assessment in Intelligent Environments
Abstract
1 Introduction
2 Related Work
3 Context-Aware Well-Being System Architecture
3.1 Environment Evaluation
3.2 Personal Assessment
3.3 Well-Being Assessment
4 Conclusion
Acknowledgments
References
An Overview of the Quality of Service in Bluetooth Communications in Healthcare
Abstract
1 Introduction
2 Background
2.1 Centro Hospitalar of Porto and AIDA
2.2 The Bluetooth Technology
3 Quality of Service
3.1 Concept
3.2 Affecting Factors
4 Biomedical Applications
5 Critical Analysis
6 Conclusions
Acknowledgments
References
Computer Vision Based Indoor Navigation: A Visual Markers Evaluation
1 Introduction
2 Related Works
3 Visual Markers Deployed onto the Floor: Requirements
4 Real Time Visual Markers: Vuforia, ArUco, AprilTag
4.1 Vuforia Marker
4.2 ArUco Marker
4.3 AprilTag
5 Conclusions and Future Works
References
A Framework for the Secure Storage of Data Generated in the IoT
1 Introduction
1.1 IoT by the Numbers
1.2 The Problem
2 Background and Related Work
3 The Secure Framework for IoT (Sec4IoT)
4 Conclusions and Future Work
References
Multi-agent Systems for Classification of E-Nose Data
Abstract
1 Introduction
2 Related Work
3 Measurement Method
4 Principle of Metal Oxide Semiconductor Gas Sensors (MOGS)
5 Classification Technique: Error Back-Propagation Type Neural Network (BPNN)
6 Case Study
6.1 Multi-agent Architecture
6.2 Measurement of Odor Data
7 Case Study
References
Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ul
1 Introduction
2 Methodology
2.1 Image Database and Manual Delineations
2.2 Machine Learning Approach
2.3 Far Wall Detection
2.4 Arterial Layers Segmentation
3 Results
4 Conclusions
References
eServices – Service Platform for Pervasive Elderly Care
Abstract
1 Introduction
2 Related Work
3 eServices – Service Platform for Pervasive Elderly Care
3.1 End User Client
3.2 Middleware Platform
3.3 Services Provider
4 Evaluation and Results
5 Conclusions
Acknowledgments
References
A Sensor-Based Framework to Support Clinicians in Dementia Assessment: The Results of a Pilot Study
Abstract
1 Introduction
2 Related Work
3 The Proposed Framework
4 Methods
5 Conclusions
Acknowledgment
References
Unified Fingerprinting/Ranging Localization for e-Healthcare Systems
1 Introduction
2 System Specification
3 Bayesian Data Fusion
3.1 Dynamic Model
3.2 Measurements Model
4 Performance Evaluation
4.1 Experimental Set-Up
4.2 Results and Discussion
5 Conclusion
References
My Kinect Is Looking at Me – Application to Rehabilitation
1 Introduction
2 Description of One Versus Two Kinect Sensors Experiments
2.1 Experiment #1
2.2 Experiment #2
2.3 Experiment #3
2.4 Experiment #4
3 Discussion
4 Conclusions
References
Flying Depth Camera for Indoor Mapping and Localization
1 Introduction
2 Mapping from Flying Robot
3 Localization from Flying Robot
4 Conclusions
References
Emotion Detection in Ageing Adults from Physiological Sensors
1 Introduction
2 Hardware Acquisition
3 Signal Processing and Feature Extraction
3.1 Electro-Dermal Activity
3.2 Electromyogram
3.3 Heart Activity
3.4 Temperature
4 Classification Model and Decision Maker
4.1 Learning Algorithm
5 Conclusions
References
Augmented Tangible Surfaces to Support Cognitive Games for Ageing People
Abstract
1 Introduction
2 Related Work
3 Designing the Prototype
4 A Game to Stimulate Cognitive Abilities for the Elderly
5 Conclusions and Future Work
Acknowledgments
References
Author Index
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