Note: Intro -- Titles of the Series "Quantitative and Network Biology" -- Related Titles -- Title Page -- Copyright -- Table of Contents -- Dedication -- Preface -- List of Contributors -- Chapter 1: Model Selection for Neural Network Models: A Statistical Perspective -- 1.1 Introduction -- 1.2 Feedforward Neural Network Models -- 1.3 Model Selection -- 1.4 The Selection of the Hidden Layer Size -- 1.5 Concluding Remarks -- References -- Chapter 2: Measuring Structural Correlations in Graphs -- 2.1 Introduction -- 2.2 Related Work -- 2.3 Self Structural Correlation -- 2.4 Two-Event Structural Correlation -- 2.5 Conclusions -- References -- Chapter 3: Spectral Graph Theory and Structural Analysis of Complex Networks: An Introduction -- 3.1 Introduction -- 3.2 Graph Theory: Some Basic Concepts -- 3.3 Matrix Theory: Some Basic Concepts -- 3.4 Graph Matrices -- 3.5 Spectral Graph Theory: Some Basic Results -- 3.6 Computational Challenges for Spectral Graph Analysis -- 3.7 Conclusion -- References -- Chapter 4: Contagion in Interbank Networks -- 4.1 Introduction -- 4.2 Research Context -- 4.3 Models -- 4.4 Results -- 4.5 Stress Testing Applications -- 4.6 Conclusions -- References -- Chapter 5: Detection, Localization, and Tracking of a Single and Multiple Targets with Wireless Sensor Networks -- 5.1 Introduction and Overview -- 5.2 Data Collection and Fusion by WSN -- 5.3 Target Detection -- 5.4 Single Target Localization and Diagnostic -- 5.5 Multiple Target Localization and Diagnostic -- 5.6 Multiple Target Tracking -- 5.7 Applications and Case Studies -- 5.8 Final Remarks -- References -- Chapter 6: Computing in Dynamic Networks -- 6.1 Introduction -- 6.2 Preliminaries -- 6.3 Spread of Influence in Dynamic Graphs (Causal Influence) -- 6.4 Naming and Counting in Anonymous Unknown Dynamic Networks. , 6.5 Causality, Influence, and Computation in Possibly Disconnected Synchronous Dynamic Networks -- 6.6 Local Communication Windows -- 6.7 Conclusions -- References -- Chapter 7: Visualization and Interactive Analysis for Complex Networks by means of Lossless Network Compression -- 7.1 Introduction -- 7.2 Power Graph Algorithm -- 7.3 Validation-Edge Reduction Differs from Random -- 7.4 Graph Comparison with Power Graphs -- 7.5 Excursus: Layout of Power Graphs -- 7.6 Interactive Visual Analytics -- 7.7 Conclusion -- References -- Index -- End User License Agreement.

Note: Förderkennzeichen BMBF 13N12304. - Verbund-Nummer 01133268 , Unterschiede zwischen dem gedruckten Dokument und der elektronischen Ressource können nicht ausgeschlossen werden

Note: Intro -- Preface -- Contents -- Human-Centered Design -- Interaction Design for the Dissemination and Sharing of Knowledge -- Abstract -- 1 Introduction -- 2 Approach and Methods -- 3 Selected Concepts -- 4 Conclusions -- Acknowledgment -- References -- Kaleidoscope of User Involvement - Product Development Methods in an Interdisciplinary Context -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Research Approach -- 4 Findings and Analysis -- 5 Synthesis of Results -- 6 Conclusion -- References -- Adaptive Augmented Reality User Interfaces Using Face Recognition for Smart Home Control -- Abstract -- 1 Introduction -- 2 Uninterrupted Augmented Reality Experiences -- 3 Adaptive UI Using Face Recognition -- 4 Preliminary Results Using Face Recognition -- 5 Concluding Remarks and Future Work -- Acknowledgments -- References -- Comparison of Different Assembly Assistance Systems Under Ergonomic and Economic Aspects -- Abstract -- 1 Introduction -- 2 Research Design -- 3 Initial Results: Paper Versus AR Instructions -- 4 Discussion -- Acknowledgment -- References -- A Deep Learning Application for Detecting Facade Tile Degradation -- Abstract -- 1 Introduction -- 2 Background -- 3 The Proposed Approach -- 4 Preliminary Results -- 5 Conclusion -- Acknowledgments -- References -- Development of an Intelligent Pill Dispenser Based on an IoT-Approach -- Abstract -- 1 Objective and Significance -- 2 Medication Assistance Systems -- 2.1 System Requirements -- 2.2 IoT and AAL Requirements -- 2.3 Evaluation of Available Systems -- 3 Intelligent Pill Dispenser -- 4 Summary and Future Work -- Acknowledgements -- References -- Types of Mimetics for the Design of Intelligent Technologies -- Abstract -- 1 Introduction -- 2 Mimetic Design -- 3 Types of Mimetics for Intelligent Technology -- 4 Cognition as a Source of Mimicking -- 5 Conclusion -- References. , Implications of Mobility Service Diaries on Adaptive Mobility Platforms -- Abstract -- 1 Introduction -- 2 State of the Art -- 3 Mobility Service Diary Study -- 4 Results and Hypothesizing -- 5 Discussion -- 6 Conclusion -- Acknowledgments -- References -- Design Process: The Importance of Its Implementation -- Abstract -- 1 Introduction -- 2 Product Design -- 3 Product Innovation -- 4 Design Process -- 5 Conclusion -- References -- Bluetooth Tracking Approach for User Assistance Based in Sequential Patterns Analysis -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Description of the Elements of the System -- 3.2 Description of the Implementation of the System -- 4 Preliminary Results and Discussion -- 5 Conclusion and Future Work -- References -- Autonomous Learning Mediated by Digital Technology Processes in Higher Education: A Systematic Review -- Abstract -- 1 Introduction -- 2 Method -- 3 Results and Discussion -- 3.1 RQ1. What Is the Relationship Between Autonomous Learning and Self-regulated Learning? -- 3.2 RQ2. What Are the Main Models of Specific Self-regulation that Have Had Greater Development and Application in the Field of Higher Education Mediated by Digital Technology? -- 3.3 RQ3. What Are the Main Variables of Self-regulation that Influence the Learning of Students Mediated by Digital Technology Processes in Higher Education? -- 4 Conclusions -- Acknowledgments -- References -- Human Aspects in Product and Service Development -- Abstract -- 1 Introduction -- 2 Human Aspects -- 3 Context and Society -- 4 Human Sensors and Interaction -- 5 Emotion -- 6 Impact of Contextual, Sensorial and Emotional Aspects in Relation to Brand, Products and Services -- 7 Concept -- 8 Conclusion -- References -- Blueprint for a Priming Study to Identify Customer Needs in Social Media Reviews -- Abstract -- 1 Introduction. , 2 Current Work -- 3 Method -- 4 Results -- 5 Summary and Outlook -- Acknowledgement -- References -- Risk Avoidance Through Reliable Attention Management at Control Room Workstations -- Abstract -- 1 Introduction -- 2 Goal and Hypotheses -- 3 Research Methods -- 4 Preliminary Results -- 5 Discussion -- References -- Study on the Effect of Electronic Map Color Scheme on Operation Performance -- Abstract -- 1 Introduction -- 2 Experimental Design -- 2.1 Experimental Object -- 2.2 Experimental Index and Participants -- 2.3 Experimental Materials and Tasks -- 2.4 Experiment Process -- 3 Data Analysis -- 3.1 Performance Analysis of Clicking the New Target -- 3.2 Dual Comparison Analysis -- 4 Discussion -- 5 Conclusion -- Acknowledgments -- References -- Configuration and Use of Pervasive Augmented Reality Interfaces in a Smart Home Context: A Prototype -- Abstract -- 1 Introduction -- 2 Creating Uninterrupted AR Experiences -- 3 A Prototype for Smart Home Management and Control -- 4 Discussion -- 5 Conclusions and Future Work -- Acknowledgments -- References -- Walkability in the Modern Arab Cities: An Assessment of Public Space Along Al-Qasba Canal and Lake Khaled in Sharjah -- Abstract -- 1 Introduction -- 2 Urban Identity, Public Space and Waterfront Development -- 3 Model Description -- 4 Conclusion -- References -- Psychological Interpretation of Human Behavior to Atypical Architectural Shape -- Abstract -- 1 Introduction -- 2 Field Survey of Human Behaviors to Atypical Architecture -- 3 Psychological Interpretation of Human Behavior Toward an Atypical Architectural Shape -- 3.1 Catching Handrails and Other Behavior Toward Handrails -- 3.2 Looking Down at the Railing -- 3.3 Leaning on a Tilted Wall and a Railing -- 3.4 Moving up to the Inside of the Curved Stairs -- 3.5 Children Jumping up the Stairs -- 4 Conclusion and Discussion -- Acknowledgments. , References -- Green Ocean Strategy: Democratizing Business Knowledge for Sustainable Growth -- Abstract -- 1 Introduction -- 2 Towards Social Innovation -- 3 The Wide Innovation -- 4 The 3S Wide Innovation Matrix -- 5 Green Ocean Strategy. Going Beyond Blue Ocean -- 6 The Road Map from Red Ocean to Green Ocean -- 7 Democratization of Knowledge for Green Ocean Strategy -- 8 A Co-evolutionary Spiralmid for Sustainable Innovations -- 9 Conclusions -- References -- Analysis of Correlation Between Surface Roughness of Aluminum Alloy and Human Psychological Perception -- Abstract -- 1 Introduction -- 2 Methods and Experiments -- 2.1 Five Emotional Dimensions -- 2.2 Relationships Between Emotional Dimesions and Roughness -- 3 Results -- 4 Discussion and Conclusion -- Acknowledgments -- References -- Human-Robot Interaction -- Are We Ready for Human-Robot Collaboration at Work and in Our Everyday Lives? - An Exploratory Approach -- Abstract -- 1 Introduction -- 2 Materials and Method -- 2.1 Participants -- 2.2 Materials -- 2.3 Analyses -- 3 Results -- 3.1 Working Environment -- 3.2 Everyday Lives -- 3.3 Care Sector -- 4 Discussion -- Acknowledgments -- References -- Human-Robot Cooperation: Link Between Acceptance and Modes of Cooperation Chosen by Operator with a Robot -- Abstract -- 1 Introduction -- 2 Background -- 3 Indicator for Cooperation Mode -- 4 Field Test -- 4.1 Experimental Platform, Robot and Subjects -- 4.2 Experiment -- 5 Definition and Analysis -- 6 Conclusion -- Acknowledgments -- References -- From HCI to HRI: About Users, Acceptance and Emotions -- Abstract -- 1 Introduction -- 2 Acceptance Factors -- 2.1 Acceptance in HCI -- 2.2 Acceptance in HRI -- 3 Mental Models -- 4 Discussion -- Acknowledgments -- References -- Control of an Arm-Hand Prosthesis by Mental Commands and Blinking -- Abstract -- 1 Introduction -- 2 Methods and Materials. , 2.1 Design of the Proposal -- 2.2 Development of the Proposal -- 3 Results -- 4 Conclusions -- References -- Mechanical Design of a Spatial Mechanism for the Robot Head Configuration in Social Robotics -- Abstract -- 1 Introduction -- 2 The Social Robot Human Interaction -- 3 Methods and Materials -- 4 The Design Concept -- 4.1 Head Biomechanics -- 4.2 The Neck-Head Mechanism Design -- 4.3 The Spatial Mechanism -- 5 The Additive Manufacturing -- 6 Results -- 7 Conclusions -- Acknowledgments -- References -- Transportation Design and Autonomous Driving -- Reclined Posture for Enabling Autonomous Driving -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Outline of the Real Test-Driving Investigation -- 2.2 Participants and Analysis in Real Test-Driving Condition -- 3 Results and Discussion of Real Test-Driving Condition -- 4 Ride Simulator Study -- 5 Conclusion -- References -- Implicit Communication of Automated Vehicles in Urban Scenarios: Effects of Pitch and Deceleration on Pedestrian Crossing Behavior -- Abstract -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion -- 5 Conclusion -- Acknowledgments -- References -- Non-driving Related Activities in Automated Driving - An Online Survey Investigating User Needs -- Abstract -- 1 Introduction -- 2 Method -- 3 Results -- 4 Discussion and Conclusion -- Acknowledgments -- References -- Yielding Light Signal Evaluation for Self-driving Vehicle and Pedestrian Interaction -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Participants and Procedure -- 2.2 Independent Variable: Yielding Light Signals -- 2.3 Dependent Variables -- 3 Results -- 3.1 Crossing Behavior -- 3.2 User Experience, Learnability and Likeability -- 3.3 Qualitative Content Analysis -- 4 Discussion -- References -- How Should an Automated Vehicle Communicate Its Intention to a Pedestrian? - A Virtual Reality Study -- Abstract. , 1 Introduction.