Note: Intro -- Preface -- Acknowledgments -- Contents -- Contributors -- 1 Internet of Intelligent Things: Bringing Artificial Intelligence into Things and Communication Networks -- Abstract -- 1…Introduction -- 1.1 Internet of Things Challenges -- 2…Artificial Intelligence for Intelligent Sensing -- 3…Social Networks and the Internet of Intelligent Things -- 4…Pervasive Intelligent Robots -- 4.1 IoT and Urban Technologies -- 4.2 IoT Platforms for Home Automation/Ambient Intelligence -- 4.3 Smart Devices -- 5…Intelligent Large Scale Sensing -- 5.1 People-Centric Sensing -- 5.2 Ubiquitous Sensing -- 5.3 Location-Aware Sensing -- 5.4 OpportunisticOpportunistic Sensing and Participatory Sensing -- 5.5 Contextual Sensing -- 5.6 Machine Learning for Large-Scale Sensing -- 5.7 Sensing Architectures -- 6…The Cloud and the Internet of Intelligent Things -- 6.1 Wireless Sensor Networks Backend Infrastructures -- 6.2 Wireless Sensor Networks and Health Care -- 6.3 Machine-to-Machine (M2M) CommunicationsMachine-to-Machine Communications in the Cloud -- 6.4 Cloud Robotics -- 7…Conclusions -- References -- 2 Cloud Computing: Paradigms and Technologies -- Abstract -- 1…Introduction -- 2…Anatomy of Cloud Computing -- 2.1 Definition -- 2.2 Characteristics -- 2.3 Affects -- 2.4 Architecture -- 2.5 Technologies behind Cloud Computing -- 2.6 Advantages of the Use of Cloud Technology -- 3…Classifying Clouds and Vendors -- 3.1 Deployment Models -- 3.2 Service Models -- 3.2.1 Infrastructure-as-a-Service -- 3.2.2 Platform-as-a-Service -- 3.2.3 Software-as-a-Service -- 3.2.4 Data-as-a-Service -- 3.3 Cloud Vendors -- 4…Cloud Computing Aspects -- 4.1 Cost and Pricing -- 4.2 Service Level Agreement -- 4.3 Security -- 5…Cloud Computing and Distributed Computing Paradigms -- 5.1 Utility Computing Utility Computing Versus Cloud Computing. , 5.2 Volunteer Computing Volunteer Computing Versus Cloud Computing -- 5.3 Grid Computing Grid Computing Versus Cloud Computing -- 6…The Road Ahead -- 6.1 Lessons Learned in Cloud Adoption -- 6.2 Challenges and Future Research Directions -- 7…Conclusion -- References -- 3 A Comparison of Two Different Approaches to Cloud Monitoring -- Abstract -- 1…Introduction -- 2…Monitoring IaaS Cloud!IaaS Clouds -- 3…Related Work -- 4…Cloud Experience in European Research Projects -- 4.1 VISION VISIONCloud -- 4.2 mOSAIC -- 5…Monitoring in the VISION VISIONCloud platform -- 5.1 Overall Architecture and Requirements -- 5.2 Monitoring Architecture -- 5.3 Implementation Details -- 5.4 Event and Rulemonitoring!rules Format -- 6…Cloud AgencyCloud Agency -- 6.1 Monitoring Architecture -- 6.2 MeteringCloud Agency!metering the Cloud -- 6.3 Monitoring the Cloud -- 6.4 Implementation Details -- 7…Critical Analysis -- 8…Conclusion -- Acknowledgments -- References -- 4 Intuitive User Interfaces to Help Boost Adoption of Internet-of-Things and Internet-of-Content Services for All Disaster Management -- Abstract -- 1…Introduction -- 2…The Technology Supply Quest -- 3…Accessibility Matters: Opening Service Access to All -- 4…Setting up a Solution -- 4.1 The IOTC4ALL Service Model -- 4.2 Enhancing Services Components to Enrich Their Accessibility -- 4.3 The IOTC4ALL Marketplace -- 4.4 Smart Devices UI -- 4.4.1 Intelligent and Adaptive HCI -- 4.4.2 Ubiquitous Computing and Ambient Intelligence -- 4.4.3 From Unimodal to Multimodal Interfaces -- 4.4.4 Smart Devices Today -- 5…Conclusions and Future Work -- References -- 5 Intelligent Context: The Realization of Decision Support Under Uncertainty -- Abstract -- 1…Introduction -- 2…The Complexity of Context -- 3…Intelligent Context ProcessingContext!Intelligent context processing -- 3.1 The Context-Processing Algorithm. , 3.2 The Extended Context Processing AlgorithmContext!Extended context processing algorithm -- 3.2.1 Implementation -- 4…The Distribution Function -- 4.1 The Design of the Distribution Function -- 4.2 The Decision Boundary Proximity Issue -- 4.3 Partitioning and the Euclidean Distance Adjustment Analysis -- 4.3.1 An Analysis -- 4.4 Analysis Conclusions and Observations -- 5…Context Processing under UncertaintyContext!Uncertainty -- 6…Results and Discussion -- 6.1 Situational AwarenessContext!Situational awareness -- 7…Concluding Observations -- References -- 6 Autonomous Evolution of Access to Information in Institutional Decision-Support Systems Using Agent and Semantic Web Technologies -- Abstract -- 1…Introduction -- 2…Agent-Oriented Semantic Access -- 2.1 The generic system -- 2.2 The Legacy RDB System -- 2.3 The Semantic Query Access System -- 2.4 Decomposition of SQAS Use Cases -- 3…The SQAS Architecture -- 3.1 The High-Level Architecture of SQAS -- 3.2 The Roles of User Interface Agent -- 3.3 The Roles of Database Interface Agent -- 4…Agent-Oriented Middleware for Server Subsystems -- 4.1 The Database Interface Environment -- 4.2 A Note on Implementation Strategy -- 4.3 A Scenario for Agent-Assisted Ontology Development -- 5…Agent-Oriented Middleware for Client Subsystems -- 5.1 The User Interface Environment -- 5.2 A Scenario for Agent-Assisted Semantic Access -- 6…Closing Remarks -- 7…Conclusions -- References -- 7 A Research Survey on Large XML Data: Streaming, Selectivity Estimation and Parallelism -- Abstract -- 1…Introduction -- 1.1 Preliminaries -- 2…Selectivity Estimation -- 2.1 Properties of Selectivity Estimation Techniques -- 2.2 Path/Twig Selectivity Estimation Techniques -- 2.2.1 Synopsis-Based Estimation Techniques -- 2.2.2 Histogram-Based Estimation Techniques -- 3…Stream-Processing Approaches -- 3.1 Stream-Filtering Algorithms. , 3.2 Stream-Querying Algorithms -- 4…Parallel Query Processing -- 4.1 General Research on Decidability and Complexity -- 4.2 Data Distribution -- 4.3 Distribution and Parallel XPath Query Processing -- 4.4 Low-Level Implementation Techniques -- 4.5 DBMS and Join-Based Implementations -- 4.6 Map-Reduce, Hadoop Implementations -- 5…Conclusion -- References -- 8 Techniques and Applications to Analyze Mobility Data -- Abstract -- 1…Introduction -- 2…Collectingtrace collection Inter-cooperative Mobilitymobility Data -- 2.1 The HaggleHaggle Project -- 2.2 CRAWDADCRAWDAD -- 2.3 Socialsocial Tracer and HYCCUPS -- 2.3.1 Socialsocial Tracer -- 2.3.2 HYCCUPS -- 2.4 Benefits and Limitations -- 3…Techniques for Data Analysisdata analysis -- 3.1 Contact Timescontact time Distribution and Time of Day Dependence -- 3.2 Contact Predictabilitypredictability -- 3.3 Predictabilitypredictability of Interacting with Wirelesswireless Access Pointsaccess point -- 4…Experimental Results -- 4.1 Contact Timescontact time Distribution and Time of Day Dependence -- 4.1.1 UPB 2011 -- 4.1.2 UPB 2012 -- 4.2 Contact Predictabilitypredictability -- 4.3 Predictabilitypredictability of Interacting with Wireless Access Pointsaccess point -- 4.3.1 Rice -- 4.3.2 Nodobo -- 5…Conclusions and Future Work -- References -- 9 Memory Support Through Pervasive and Mobile Systems -- Abstract -- 1…Introduction -- 1.1 Evolution of Memory Prosthetics Devices -- 2…Context Aware Systems -- 3…Application Contextualization in Memory Support Systems -- 3.1 The Introduction of Time Context -- 3.2 The Introduction of Location Context -- 3.3 Web IntegrationWeb Integration -- 3.4 Integration of Time and Location ContextIntegration of Time and Location Context -- 3.5 Toward a New Generation of Memory Prosthetic DevicesMemory Prosthetic Devices -- 4…The Architecture of Our System -- 4.1 Server Side. , 4.1.1 A Three Tier ArchitectureThree Tier Architecture -- 4.1.2 Reasoning Engine -- 4.2 Client Side -- 5…ExperimentsExperiments and Users' FeedbacksUsers' Feedbacks -- 6…Ontology Management and Enrichment -- 7…Conclusions -- References -- 10 Viable Service Business Models Towards Inter-cooperative Strategies: Conceptual Evolutionary Considerations -- Abstract -- 1…Chronological Development of S-D Logic Model -- 2…The Role of Intangibility-Heterogeneity-Inseparability-Perishability Framework in the Separation of G-D and S-D Logics -- 2.1 IHIP Characteristics and Its Critics -- 2.2 Implications for the Definition of Services -- 3…Service Science Perspectives: Service-Dominant versus Goods-Dominant logic -- 3.1 Resource-Based Definition of Service Logic -- 3.2 S-D Logic and General Theory -- 4…Case Studies of Empirical Applications of S-D Logic -- 4.1 S-D Logic, Branding and Networks -- 4.2 S-D Logic and Discontinuous Innovations -- 4.3 S-D Logic and Co-Produced Knowledge -- 4.4 S-D Logic and Social Construction TheoriesSocial Construction Theories -- 4.5 S-D Logic and Logistics Service ValueLogistics Service Value -- 4.6 S-D Logic and ProcurementProcurement -- 4.7 S-D Logic and Service Experience -- 4.8 S-D Logic and Competitive AdvantageCompetitive Advantage -- 4.9 Cloud ComputingCloud computing as an Illustrative Example of S-D Logic -- 5…Conclusions and Future Work -- References -- 11 Discovering the Hidden Semantics in Enterprise Resource Planning Data Through Formal Concept Analysis -- Abstract -- 1…Introduction -- 1.1 Enterprise Resource Planning Systems -- 1.2 Rationale -- 2…Overview of Analysis -- 2.1 Data Preparation -- 2.2 Analysing Transactional ActivityAnalysis!Transactional Activity -- 2.3 Analysing Transactional Activity with DescriptionsAnalysis!Transactional Activity with Descriptions. , 2.4 Analysing Transactional Activity with Multiple AttributesAnalysis!Multiple Attributes.

Note: Title -- Foreword -- Preface -- Acknowledgements -- Contents -- The Web of Things - Challenges and Enabling Technologies -- The Web - An Application Platform for Real-World Things -- Towards the Web of Things -- Technologies Driving the Web of Things -- Web of Things Architecture -- Integrating Things on the Web -- Frameworks for the Web of Things -- Building 'Web of Things Applications -- The AJAX Technique -- Mashups - Composing Things on the Web -- Event Driven Approach -- Case Studies of Ambient Spaces -- Ambient Classrooms -- Ambient Meter -- Research Directions -- Conclusion -- References -- Context-Aware Environments for the Internet of Things -- Introduction to Internet of Things Infrastructure and Services -- Context Aware Internet of Things Infrastructure -- Situational Awareness -- Other Representation Approaches -- Architectural Issues -- CAPIM Infrastructure -- CAPIM Context Model -- Use Case -- Future Trends and Research Directions in Internet of Things Infrastructure and Services -- Conclusions and Remarks -- References -- Service Interoperability in the Internet of Things -- Introduction -- Background -- An Interoperability Framework -- Assessing Current Interoperability Technologies -- Service Interoperability -- Schema Interoperability -- Serialization Format -- Message Protocol -- Rethinking Interoperability -- An IoT Case Study Scenario -- Service Interoperability -- Schema Interoperability -- Serialization Format -- Message Protocol -- Assessing the New Approach -- Contrasting SIL and Related Technologies -- Implementation -- Migration Path -- Conclusions and Future Work -- References -- The Role of Ad Hoc Networks in the Internet of Things: A Case Scenario for Smart Environments -- Introduction -- Classification of Ad Hoc Networks -- Mobile Ad Hoc Networks (MANETs) -- Vehicular Ad Hoc Networks (VANETs). , Wireless Sensor Networks (WSNs) -- Radio Frequency Identification (RFID) -- Near Field Communications (NFC) -- Routing Protocols for the IoT -- Towards an IoT Smart Environment -- The "thereuGO" Case Scenario -- A "thereuGO" IoT Model Architecture -- Conclusions -- References -- Challenges in Efficient Realtime Mobile Sharing -- Heterogeneous Networks -- IP Networks -- Wireless Sensor and Actuator Networks -- Multimedia Sessions -- Session Control -- Multimedia Session Mobility -- Multimedia Session Mobility versus MobileIP -- Federated Service Platforms -- Functionalities -- Mobility Management -- Pervasive Service Platforms -- Service Concept -- Session Concept -- Mobility -- Sharing of Content and Context -- Research Challenges and Progress -- Mobility and Sharing in Heterogeneous Networks -- Mobility and Sharing of WSANs -- Mobility and Sharing of Multimedia Sessions -- Service Platforms -- Pervasive Service Platforms -- Conclusion -- References -- Malware Detection and Prevention in RFID Systems -- Introduction -- SQL Injection Attacks -- Malware in RFID Systems -- Differences in Web Based and RFID SQLIA -- Related Work -- Policy Based RFID Malware Detection and Prevention -- Approach Overview -- Static Analysis -- Runtime Monitoring -- Query Structure Creation and Comparison -- Query Tokenization -- Query Structure Policy Generation -- Runtime Query Matching -- Security Evaluations -- RFID Tag Data Cleaning -- Query Structure Matching -- Conclusions and Future Work -- References -- Conceptual Model of Business Services Availability vs. Interoperability on Collaborative IoT-enabled eBusiness Platforms -- Introduction -- Contemporary Concepts, Architectures and Technologies to Support Effective IoT-enabled Business Services Delivery -- Enabling High Services Availability on SDP. , Hypothetical Model to Increase Service Availability on Distributed SDPs -- Numerical Patterns of the Model -- Literature Case Studies - Business Services Availability in the Collaborative Mobile Environment -- Conclusions -- References -- Organizational Control Reconfigurations for a Robust Smart Power Grid -- Introduction -- Dynamic I/O Binding Reconfigurations -- Application Scenarios -- Dynamic Load-Balancing of Power Lines -- Dynamic Switching of Power Flow -- Dynamic Allocation of Operating Reserves -- Dynamic Restoration After Blackout -- Discussion -- Conclusions and Future Work -- References -- Homesick L\'{e}vy Walk and Optimal Forwarding Criterion of Utility-Based Routing under Sequential Encounters -- Introduction -- Existing Mobility Models and Homesick L´evy Walk -- Random Walk -- Random Waypoint -- L´evy Flight and L´evy Walk -- Homesick L´evy Walk -- Routing Protocols in Delay Tolerant Networks -- Epidemic Routing -- Spray and Wait -- PRoPHET -- MaxProp -- Optimal Forwarding Criterion for Utility-Based Routing under Sequential Encounters -- Optimal Stopping Theory -- Proposed Routing Method -- Performance Evaluation -- Evaluation Measures -- Simulation Setup -- Simulation Results -- Conclusion -- Open Issues -- References -- Hybrid Cloud Architecture for VANET Simulations -- Introduction -- The Internet of Things and Cloud Computing -- Simulation of Ubiquitous Networks Over Cloud: Topicality in the IoT Paradigm -- VANET Networks: Characteristics and Scalability Issues -- Scalability of Simulations -- Cloud Computing: Elasticity Model -- Design of Scalable Cloud Architectures -- Elasticity and Scalability -- VANET Simulations Over Cloud -- Learning Phase -- Proposed Architecture -- Overview of the Cloud Infrastructure -- Public Cloud Platform with Amazon EC2 -- Scheduling Algorithms -- Performance Analysis. , Effectiveness of the Scheduling Algorithm -- Scheduling Algorithm Optimization - Resource Usage -- Scheduling Algorithm Optimization - Memory Usage -- Conclusions -- References -- Constructing Large Scale CooperativeMulti-Agent Systems from Semantic P2PNetworks -- Introduction -- Large Scale Multi Agent System Architecture Based on Semantic P2P Network -- Formal Definitions -- Theorems Related to VIRGO -- Construction and Maintenance of VIRGO Agent -- Formal Definition of Large Scale Cooperative Multi-Agent Systems Based on Semantic P2P Networks -- Distributed Action for Large Scale Cooperative Multi-Agent Systems -- Case Applications -- Simulation of Social Society Based on Semantic P2P Network -- Semantic P2P Network for e-Business -- Conclusion -- References -- An Efficient, Secure and User Privacy-Preserving Search Protocol for Peer-to-Peer Networks -- Introduction -- Related Work -- General Searching Schemes in P2P Networks -- Secure Searching Schemes in P2P Networks -- Privacy-Preserving Searching Schemes in P2PNetworks -- The Secure and Privacy-Aware Searching Protocol -- The Network Environment -- The Proposed Search Protocol -- Privacy-Preservation in Searching -- Performance Metrics for the Proposed Protocol -- Performance Evaluation of the Proposed Protocol -- Conclusion -- References -- The Tailored Fabric of Intelligent Environments -- Introduction -- State of the Art -- Internet of Things -- Intelligent Environments -- TheWorldView -- Enabling Technology for IoT and IE convergence -- Middleware -- Agents, Applications and Virtual Appliances -- Case Study: The Essex iSpace -- FollowMe -- HotSpot -- Conclusions and Future Challenges -- References -- Generalized World Entities as an Unifying IoT Framework: A Case for the GENIUS Project -- Introduction -- The GWE Paradigm -- General Context -- A First Example. , The GENIUS' Procedures Implementing the GWE Paradigm -- Identification and Low-Level Description of the GWEs -- Conceptual Representation of the World -- Full Recognition and Categorization of the GWEs -- Reasoning Based on the Full Recognition of an Existing Situation -- An "Assisted Living" Real-Life Scenario -- Conclusion -- References -- Plugging Text Processing and Mining in a Cloud Computing Framework -- Introduction -- Cloud Computing -- Service Delivery Models -- Deployment Models -- Information Retrieval and Text Mining -- Information Retrieval -- Albanian Language Processing and Stemming -- Apache Hadoop -- General Framework -- Analysis, Design and Implementation of the Plugin -- Analysis -- Design and Implementation -- Running the Plugin in the Hadoop Cluster -- Evaluation -- Experimental Setting and Cluster Creation -- Dataset -- Evaluation Setting and Experimental Results -- Analysis and Interpretation of Results -- Conclusion and Future Work -- References -- A Recommendation System for Browsing of Multimedia Collections in the Internet of Things -- Introduction -- Related Work -- System Overview -- The Recommendation Model -- Modelling the Context -- The Recommendation Process -- System Customization in the Cultural Heritage Domain -- Preliminary Experimental Results -- User Satisfaction -- Conclusions and Future Work -- References -- From Patient Information Services to Patient Guidance Services-The iCare Approach -- Introduction -- Semantic Interoperability for e-Health -- Healthcare System Integration issues and State of the Art -- Current State-of-the-Art in Integration with Personal Care Devices -- Current State-of-the-Art in Security and Privacy of Citizen Context and Electronic Health Records (EHRs) -- Semantic Web Technologies -- Semantic Web Services -- The iCare PGS Model -- The iCare PGS Semantic Service Platform. , PGS and Data Collection as Interoperability Components.

Note: Intro -- Welcome Message from AINA-2019 Steering Committee Co-chairs -- Welcome Message from AINA-2019 General Co-chairs -- Welcome Message from AINA-2019 Program Committee Co-chairs -- Welcome Message from AINA-2019 Workshops' Co-chairs -- AINA-2019 Organizing Committee -- General Co-chairs -- Program Committee Co-chairs -- Workshops' Co-chairs -- International Special Issue Journal Co-chairs -- Award Co-chairs -- Publicity Co-chairs -- International Liaison Co-chairs -- Local Arrangement Co-chairs -- Finance Chair -- Web Chairs -- Steering Committee Chairs -- Tracks and Program Committee Members -- 1. Network Protocols and Applications -- Sec14 -- Sec15 -- 2. Next Generation Wireless Networks -- Sec17 -- Sec18 -- 3. Multimedia Systems and Applications -- Sec20 -- Sec21 -- 4. Pervasive and Ubiquitous Computing -- Sec23 -- Sec24 -- 5. Internet Computing and E-Learning -- Sec26 -- Sec27 -- 6. Distributed Systems Database and Data Mining -- Sec29 -- Sec30 -- 7. Grid, P2P, and Scalable Computing -- Sec32 -- Sec33 -- 8. Agents, Semantics and Intelligent Computing -- Sec35 -- Sec36 -- 9. Cloud, Data Centers, and Services Computing -- Sec38 -- Sec39 -- 10. Internet of Things and Social Networking -- Sec41 -- Sec42 -- 11. Security, Privacy, and Trust Computing -- Sec44 -- Sec45 -- 12. Cognitive and Neural Computing with Application -- Sec47 -- Sec48 -- AINA-2019 Reviewers -- AINA-2019 Keynote Talks -- Utilizing Wireless Communication to Enable New Types of Industrial Applications Markus Aleksy ABB AG Corporate Research Center, Ladenburg, Germany -- Lévy Walk on Graphs: Message Dissemination and Uninformed Search Naohiro Hayashibara Kyoto Sangyo University, Kyoto, Japan -- Contents -- Electricity Load Forecasting in Smart Grids Using Support Vector Machine -- 1 Introduction -- 2 Contributions -- 3 System Model -- 3.1 Preprocessing Data. , 3.2 Training and Forecasting of Data -- 3.3 Proposed Model -- 4 Simulations -- 4.1 Feature Selection Using XGBoost and DTC -- 4.2 Load Forecasting -- 4.3 Performance Evaluation -- 5 Conclusions and Future Work -- References -- Optimization of Response and Processing Time for Smart Societies Using Particle Swarm Optimization and Levy Walk -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 Proposed System Model -- 5 Proposed Scheme -- 6 Simulation Results and Discussion -- 7 Conclusion -- References -- On Maximizing User Comfort Using a Novel Meta-Heuristic Technique in Smart Home -- 1 Introduction -- 2 Related Work -- 3 Motivation and Problem Statement -- 4 System Model -- 5 Optimization Techniques -- 5.1 FPA -- 5.2 Jaya Algorithm -- 5.3 User Comfort Maximization -- 6 Simulation Results and Discussion -- 7 Conclusion -- References -- Towards Efficient Energy Management in a Smart Home Using Updated Population -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation -- 4 System Model -- 5 Optimization Algorithms -- 5.1 GWO -- 5.2 Jaya Algorithm -- 5.3 Updated Population -- 6 Pseudo Code of the Proposed Scheme -- 7 Simulation and Reasoning -- 8 Conclusion -- References -- A New Memory Updation Heuristic Scheme for Energy Management System in Smart Grid -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 System Model -- 4.1 Appliances Classification -- 4.2 Price Tariff -- 5 Meta-heuristic Algorithms -- 5.1 CSA -- 5.2 GWO -- 5.3 MUHS -- 6 Simulation and Reasoning -- 7 Conclusion -- References -- Towards Efficient Scheduling of Smart Appliances for Energy Management by Candidate Solution Updation Algorithm in Smart Grid -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 Proposed System Model -- 5 Scheduling Techniques -- 5.1 Bat Algorithm (BA) -- 5.2 Jaya Algorithm. , 5.3 Candidate Solution Updation Algorithm (CSUA) -- 6 Simulation Results and Reasoning -- 7 Conclusion -- References -- Minimizing Daily Electricity Cost Using Bird Chase Scheme with Electricity Management Controller in a Smart Home -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 Proposed System Model -- 5 Metaheuristic Optimization Algorithms -- 5.1 CSA -- 5.2 Jaya -- 5.3 BCS -- 6 Simulation Results and Discussion -- 6.1 RTP Tariff -- 7 Conclusion -- References -- Optimal Power Flow with Uncertain Renewable Energy Sources Using Flower Pollination Algorithm -- 1 Introduction -- 2 Problem Formulation -- 3 RESs Uncertainty Model -- 3.1 Wind Generator Power Model -- 3.2 Solar Photovoltaic Power Model -- 3.3 Hydro Generation Power Model -- 4 Objective Function -- 5 Algorithms -- 6 Application and Results -- 7 Conclusion -- References -- Efficient Information Flow Control by Reducing Meaningless Messages in P2PPSO Systems -- 1 Introduction -- 2 System Model -- 2.1 P2PPSO Model -- 2.2 Information Flow -- 3 Protocols to Prevent Illegal Information Flow -- 3.1 TOBSCO Protocol -- 3.2 ETOBSCO (Efficient TOBSCO) Protocol -- 4 Evaluation -- 5 Concluding Remarks -- References -- Comparison of Intelligent Algorithms with FACTS Devices for Minimization of Total Power Losses -- Abstract -- 1 Introduction -- 2 Optimal Power Flow -- 3 Intelligent Algorithms -- 3.1 Particle Swarm Optimization (PSO) Algorithm -- 3.2 Imperialist Competitive Algorithm (ICA) -- 4 FACTS Devices -- 5 Simulation Results -- 6 Conclusions -- References -- Energy-Efficient Recovery Algorithm in the Fault-Tolerant Tree-Based Fog Computing (FTBFC) Model -- 1 Introduction -- 2 System Model -- 2.1 Tree Structure of Fog Nodes -- 2.2 Energy Consumption of Fog Nodes -- 3 A Modified Fault-Tolerant Tree-Based Fog Computing (MFTBFC) Model -- 4 Evaluation -- 5 Concluding Remarks. , References -- Energy-Efficient Group Migration of Virtual Machines in a Cluster -- 1 Introduction -- 2 System Model -- 3 Estimation of Energy Consumption -- 4 A Dynamic Migration Algorithm -- 5 Evaluation -- 6 Concluding Remarks -- References -- A Secure and Trustworthy Intelligent System for Clustering in VANETs Using Fuzzy Logic -- 1 Introduction -- 2 VANETs -- 3 Proposed System -- 4 Simulation Results -- 5 Conclusions -- References -- Terminal Access Data Anomaly Detection Based on Random Forest for Power User Electric Energy Data Acquisition System -- Abstract -- 1 Introduction -- 2 Related Work -- 3 A Terminal Access Data Anomaly Detection Model Based on Random Forest for Power User Electric Energy Data Acquisition System -- 3.1 The Framework of Access Data Anomaly Detection -- 3.2 Feature Extraction -- 3.3 Random Forest Basics -- 4 Performance Evaluation -- 4.1 Introduction to the Dataset -- 4.2 Model Selection Method -- 4.3 Model Evaluation Indexes -- 4.4 Experimental Results and Analysis -- 5 Conclusion -- Acknowledgments -- References -- Multi-level Authentication Protocols Using Scientific Expertise Approach -- Abstract -- 1 Introduction -- 2 Multi-level Authentication Based on Expert Knowledge -- 3 Security Features of Multi-level Protocols -- 4 Conclusions -- Acknowledgments -- References -- Biometric-Based Linguistic Solutions for Data Encryption and Sharing -- Abstract -- 1 Introduction -- 2 New Classes of Biometric-Based Threshold Schemes -- 3 Example of Application of Biometric-Based Threshold Schemes -- 4 Conclusions -- Acknowledgments -- References -- Dependability Analysis for On-Demand Computing Based Transaction Processing System -- 1 Introduction -- 2 Model Description -- 2.1 The Exponential Model of Goel and Okumoto -- 2.2 Delayed S-shaped Model -- 2.3 Inflected S-shaped Model -- 2.4 Weibull Model -- 2.5 Jump Diffusion Modeling. , 3 Parameter Estimation -- 3.1 Method of Maximum-Likelihood -- 3.2 Estimation of the Jump Diffusion Parameters -- 4 Dependability Assessment Measures -- 4.1 Reliability in Transaction Processing System -- 4.2 Performability -- 5 Optimal Maintenance Problem -- References -- A Comparative Analysis of Trust Requirements in Decentralized Identity Management -- 1 Introduction -- 2 Related Work -- 3 Analysing Trust in Identity Management -- 3.1 The Notion of Trust -- 3.2 Trust Domains and Requirements -- 3.3 Objective and Evaluation Methodology -- 4 Trust Requirements in Decentralized Identity Management -- 4.1 Decentralization Characteristics -- 4.2 Decentralized Identity Management Based on Blockchain -- 4.3 Decentralized Identity Management Patterns -- 4.4 Comparison to Trust Requirements in Traditional Models -- 5 Conclusion -- References -- Combined Methods Based Outlier Detection for Water Pipeline in Wireless Sensor Networks -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Outlier Detection in Wireless Sensor Networks -- 4 Data Reduction Techniques -- 4.1 Kernel Fisher Discriminant Analysis Technique (KFDA) -- 4.2 Support Vectors Machine Technique (SVM) -- 5 Experimental Results -- 6 Conclusion -- References -- The Improved Energy-Efficient Quorum Selection with Excluding Meaningless Methods -- 1 Introduction -- 2 System Model -- 2.1 Object-Based Systems -- 2.2 Quorum-Based Locking Protocol -- 2.3 Data Access Model -- 2.4 Power Consumption Model of a Server -- 3 The IEEQS-EMM Algorithm -- 3.1 Quorum Selection -- 3.2 IEEQS-EMM Algorithm -- 4 Evaluation -- 4.1 Environment -- 4.2 Average Total Processing Electric Energy Consumption -- 4.3 Average Execution Time of Each Transaction -- 4.4 Average Number of Aborted Transaction Instances -- 5 Concluding Remarks -- References. , A Fuzzy-Based System for Actor Node Selection in WSANs Considering Level of Received Signal.

Note: Intro -- Contents -- Wikipedia as a Source of Ontological Knowledge: State of the Art and Application -- Toward a Methodology of Collaborative Modeling and Simulation of Complex Systems -- Evolving Schedules of Independent Tasks by Differential Evolution -- A Multi-lane Double Auction for Economic- Based Service Management in the Cloud -- Monitoring and Performance Analysis of Workflow Applications in Large Scale Distributed Systems -- Scaling Relations of Data Gathering Times in an Epidemically Data Sharing System with Opportunistically Communicating Mobile Sensors -- Multilaterally Secure Ubiquitous Auditing -- A Round-Based Cover Traffic Algorithm for Anonymity Systems -- Author Index.

Note: Intro -- Preface -- Transactions on Computational Collective Intelligence -- Contents -- Management and Computer Science Synergies: A Theoretical Framework for Context Sensitive Simulation Environment -- 1 Introduction -- 2 The Proposition of a Theoretical Model -- 2.1 A Review of the Literature -- 2.2 The Model and Research Hypotheses -- 3 Hypotheses Validation Methodology of the Proposed Model: SEM -- 4 Methodology to Build Context Sensitive Simulation Environment: Fuzzy Data Analysis -- 4.1 Fuzzy Clustering -- 4.2 Fuzzy Rules Extraction -- 5 The Simulation Environment -- 6 Related Works -- 7 Conclusions and Future Works -- References -- Improved Recommendation System Using Friend Relationship in SNS -- Abstract -- 1 Introduction -- 2 Recommended Types of Social Networks -- 2.1 The Representation and the Characteristics of Social Network Data -- 2.2 Recommended Items Based on Social Networks -- 2.3 Recommend of SNS Friends -- 3 Improved Recommendation of SNS Friends: Matrix Decomposition Model on Context -- 3.1 The Introduction of Matrix Decomposition Model -- 3.2 Improved Model -- 4 Experiment and Analysis -- 4.1 A Set of Training Data -- 4.2 Evaluation Standards -- 4.3 The Results of Experiment -- 5 Summary -- References -- Bidirectional Analysis Method of Static XSS Defect Detection Technique Based On Database Query Language -- 1 Introduction -- 2 Reverse XSS Defect Detection Theory -- 2.1 Domains of XSS Defect Description -- 2.2 Relations of XSS Defect Detection -- 2.3 Reverse Semantic Analysis Rules of XSS Defect Detection -- 2.4 Bidirectional Taint Propagation Analysis Approach -- 3 Implementation of Reverse Static Detection on XSS Defect -- 3.1 Pre-processing Program -- 3.2 Call Information Analysis of the Source Code -- 3.3 Program Information Analysis -- 3.4 Defect Rules Matching Analysis -- 4 The Results and Analysis of Experiments. , 4.1 Comparing Results of Forward Analysis, Reverse Analysis and Bidirectional Analysis -- 5 Conclusion and Future Work -- References -- A Multilevel Security Model for Search Engine Over Integrated Data -- 1 Introduction -- 2 Related Work -- 2.1 Data Integration and Secure Search -- 2.2 Multi Level Security -- 2.3 Integration of Security Policies -- 3 Scenarios and Systems -- 3.1 Search Systems -- 3.2 The Integration Architecture -- 3.3 Formal Model -- 4 Access Policy Integration -- 4.1 Integration Sequence -- 4.2 Lattice Integration -- 4.3 Mapping Function Translation -- 4.4 Matrix Integration -- 5 Security Analysis and Proof -- 6 Conclusions -- 6.1 Work Summary -- 6.2 Contributions -- 6.3 Future Work -- References -- Security Analysis of Two Identity Based Proxy Re-encryption Schemes in Multi-user Networks -- 1 Introduction -- 1.1 Our Contribution -- 1.2 Organization -- 2 Review of a Multi-use CCA-secure IBPRE Scheme -- 2.1 Definition and Security Model -- 2.2 The Wang et al.'s IBPRE Scheme -- 3 Our Attack -- 3.1 Attack I -- 3.2 Attack II -- 3.3 On Collusion Resistance -- 4 Review of Another IBPRE Scheme -- 4.1 Definition of Single-Hop Unidirectional IBPRE -- 4.2 Security Model for Single-Hop Unidirectional IBPRE -- 4.3 Luo et al.'s IBPRE Scheme -- 5 Security Analysis -- 5.1 Attack by Using the Insecure ReKeyGen Algorithm -- 5.2 On the Transitivity Property -- 6 Conclusion -- References -- Enabling Vehicular Data with Distributed Machine Learning -- 1 Introduction -- 2 Related Work -- 3 Application of ML Algorithms on Traffic Data -- 4 Distributing k-Nearest Neighbors -- 5 Discussion -- 6 Conclusion -- References -- Adapting Distributed Evolutionary Algorithms to Heterogeneous Hardware -- 1 Introduction -- 2 Background -- 3 The HAPA Methodology -- 4 Experimental Setup -- 4.1 The Knapsack Problem -- 4.2 Parameters. , 5 HAPA Phase 1: Know Your Platform -- 5.1 Hardware Description -- 5.2 Ranking Using Standard Benchmark Software -- 5.3 Ranking Using Traditional dGAs -- 5.4 Mathematical Approximation of Running Times -- 6 HAPA Phase 2: Design Your Algorithm -- 6.1 DGA_HAPA: A First Algorithm Derived from HAPA -- 6.2 DGA_HAPA-FM: A Second dGA Derived from HAPA -- 7 HAPA Phase 3: Obtaining the Results -- 7.1 Hit Rate Analysis -- 7.2 Numerical Effort Analysis -- 7.3 Runtime Analysis -- 7.4 Search Diversity Analysis -- 8 Conclusions and Future Research -- References -- Eroca: A Framework for Efficiently Recovering Outsourced Ciphertexts for Autonomous Vehicles -- 1 Introduction -- 1.1 5G Telecommunication Network and Autonomous Vehicle System -- 1.2 Attribute Based Encryption for Sharing Real-Time Traffic Information -- 1.3 Motivation and Contribution -- 1.4 Organization -- 2 Definition and Security Model for KP-ABE-SR -- 3 A Concrete KP-ABE-RS Scheme and Its Security Analysis -- 3.1 Access Tree -- 3.2 The Concrete KP-ABE-RS Scheme -- 3.3 Security Proof -- 4 The Eroca System -- 5 Performance Evaluation -- 6 Conclusion -- References -- Coarser-Grained Multi-user Searchable Encryption in Hybrid Cloud -- 1 Introduction -- 1.1 Related Works -- 1.2 Key Problems -- 1.3 Contributions -- 2 Preliminaries -- 2.1 Broadcast Encryption -- 2.2 Single-User Searchable Encryption -- 2.3 Multi-user Searchable Encryption -- 3 System Model -- 3.1 Basic Model -- 3.2 Data Flows -- 3.3 Coarse-Grained Access Control -- 4 Multi-user Searchable Encryption for Data Sharing -- 4.1 Our Construction -- 4.2 Security Analysis -- 4.3 Comparison -- 5 Implementation -- 5.1 Access Control Implementation -- 5.2 SUSE Scheme Supporting Two-Phase Operation -- 6 Conclusion -- References -- Quantum Information Splitting Based on Entangled States -- 1 Introduction -- 2 Preliminary. , 2.1 For the First MQIS Protocol -- 2.2 For the Second QIS Protocol -- 3 MQIS Protocol Based on ES of Bell States -- 3.1 (2,2) Protocol -- 3.2 (3,3) Protocol -- 3.3 (n,n) Protocol -- 4 QIS Protocol Based on Four-Particle Cluster States -- 5 Protocol Analysis -- 5.1 Security Analysis -- 5.2 Efficiency Analysis -- 6 Conclusion -- References -- Zero-Tree Wavelet Algorithm Joint with Huffman Encoding for Image Compression -- 1 Introduction -- 2 Description of EZW Algorithm -- 3 The Analysis of EZW Performance -- 4 EZW Joint with Huffman Coding Scheme -- 4.1 The Thought of Joint Coding -- 4.2 Joint Coding Simulation Results and Performance Analysis -- 5 Conclusions -- References -- Author Index.

Note: Intro -- Foreword -- Preface -- Acknowledgments -- Contents -- About the Authors -- List of Figures -- List of Tables -- 1 Introduction -- References -- 2 The Vision of the Healthcare Industry for Supporting the Aging Population -- 2.1 Healthcare Needs of the Ageing People -- 2.2 Elderly Healthcare System -- 2.2.1 Short-Term Healthcare Service -- 2.2.2 Long-Term Healthcare Service -- 2.3 Conclusion -- References -- 3 Building Long-Term Care Services Around the World -- 3.1 Introduction -- 3.2 Ageing Policies in Taiwan -- 3.3 Ageing Policies in Hong Kong -- 3.4 Ageing Policies in Japan -- 3.5 Ageing Policies in the United States -- 3.6 Conclusion -- References -- 4 IOT and Cloud Computing for Development of Systems for Elderly and eHealth -- 4.1 Integration of IoT Technologies and Cloud Computing in Health Monitoring -- 4.1.1 IoT Technologies and Cloud Computing in Health Monitoring -- 4.1.2 Application of Remote Health Monitoring -- 4.1.3 Benefits of Remote Health Monitoring -- 4.2 Health Information Management System and eHealth -- 4.2.1 Health Information System -- 4.2.2 eHealth -- 4.3 Challenges for Health Information System and eHealth -- 4.4 Conclusion -- References -- 5 New Generation of Healthcare Services Based on Internet of Medical Things, Edge and Cloud Computing Infrastructures -- 5.1 Introduction -- 5.2 Related Work, Internet of Medical Things and Stream Processing Engines -- 5.2.1 Offloading Computation from Cloud to Edge -- 5.2.2 The Intelligent Edge -- 5.2.3 Design of Wearables -- 5.2.4 Semantic Edge -- 5.2.5 Stream Processing Engines -- 5.3 A Generic Type Architecture of Healthcare Applications Based on IoMT, Edge and Cloud Computing -- 5.3.1 Sensing Layer -- 5.3.2 Pre-processing Layer -- 5.3.3 Cluster/Fog Processing Layer -- 5.3.4 Persistence Layer -- 5.3.5 Application Layer. , 5.4 IoMT Data Stream Processing for Anomaly Detection with Application to Heart Diseases and Real Data Sets -- 5.4.1 Hierarchical Temporal Memory Algorithm (HTM) -- 5.4.2 REALDISP Dataset -- 5.5 Conclusions and Prospects -- References -- 6 Artificial Intelligence and Data Mining Techniques for the Well-Being of Elderly -- 6.1 Introduction -- 6.2 Artificial Intelligence Techniques -- 6.2.1 Fuzzy Logic -- 6.2.2 Case-Based Reasoning -- 6.2.3 Genetic Algorithm -- 6.2.4 Analytic Hierarchy Process (AHP) -- 6.3 Data Mining Techniques -- 6.3.1 Clustering -- 6.3.2 Classification -- 6.3.3 Association Rule Mining -- 6.4 Conclusions -- References -- 7 Domesticating Homecare Services -- 7.1 Introduction -- 7.2 Research Methodology of Domesticating Homecare Services -- 7.2.1 Front-End Homecare Service Request Module -- 7.2.2 Back-End Homecare Service Planning Module -- 7.3 Case Study in a Local Domestic Homecare Service Center -- 7.3.1 Data Extraction and Data Processing -- 7.3.2 Development of the Genetic Algorithm Model for Work Plan Scheduling -- 7.4 Results and Discussion -- 7.5 Conclusions -- References -- 8 Case Study in Fall Prevention in Indoor Environments -- 8.1 Introduction -- 8.2 Research Methodology -- 8.2.1 Data Collection and Consultation Module -- 8.2.2 Balance Board Development Module -- 8.2.3 Health Platform Development Module -- 8.3 Case Study -- 8.3.1 Test -- 8.3.2 Training and Rehabilitation -- 8.3.3 Scores -- 8.4 Discussion -- 8.5 Conclusion -- References -- 9 Case Study in Elderly Consultancy Services -- 9.1 Introduction -- 9.2 Research Methodology -- 9.2.1 Cloud-Based Data Collection Module -- 9.2.2 Care Solution Generation Module -- 9.2.3 Solution Evaluation Module -- 9.3 Case Study -- 9.3.1 Problems in the Case Company -- 9.3.2 Implementation of the Proposed ICPS in the Case Company -- 9.4 Results and Discussion. , 9.4.1 Improvement in the Efficiency of Care Plan Formulation -- 9.4.2 Performance in Feedback Collection -- 9.4.3 Improvement in Service Satisfaction -- 9.5 Conclusion -- References -- 10 Case Study in Remote Diagnosis -- 10.1 Introduction -- 10.2 IoT Based Healthcare Platform -- 10.3 Case Study -- 10.4 Discussion -- 10.5 Conclusion -- References -- Conclusions and Future Directions of Research -- Acronyms and Glossary.

Note: Intro -- Preface -- Acknowledgements -- Contents -- Autonomous Systems -- Prediction of Rolling Force Based on a Fusion of Extreme Learning Machine and Self Learning Model of Rolling Force -- Abstract -- 1 Introduction -- 2 ELM Algorithm -- 3 Rolling Force Mathematical Model -- 4 Rolling Force Model Self Learning of Finishing Mill -- 5 Forecasting Experiment and Result Based on Rolling Force of ELM -- 6 Conclusion -- References -- User Behavior Profiles Establishment in Electric Power Industry -- Abstract -- 1 Introduction -- 2 Related Work -- 3 User Label System of Electric Power Industry -- 3.1 Behavior Label -- 3.2 Behavior Description Label -- 3.3 Behavior Prediction and User Classification Label -- 4 Label Generation Technique -- 4.1 Label Generation Technique Based on Clustering Algorithm -- 5 Experiment and Analysis -- 5.1 Generate the Behavior Label -- 5.2 Generate the Behavior Description Label -- 5.3 Generate the Behavior Prediction Label and User Classification Label -- 6 Conclusion -- References -- The Optimal Pan for Baking Brownie -- Abstract -- 1 Introduction -- 2 The Distribution of Heat for Pan -- 2.1 Finite Element Analysis -- 2.2 Edge Cutting Model -- 3 Conclusion -- Acknowledgements -- References -- Intelligent Steering Control Based the Mathematical Motion Models of Collision Avoidance for Fishing Vessel -- Abstract -- 1 Introduction -- 2 Intelligent Steering Control Based the Mathematical Motion Models of Collision Avoidance for Fishing Vessel -- 2.1 Merchant Ship Maneuvering Motion Equation -- 2.2 Merchant Ship Intelligent Steering Control -- 2.3 Acquisition of Collision Avoidance Elements -- 3 Application -- 3.1 Simulation Object and Conditions Setting -- 3.2 Simulation Results and Analysis -- 4 Conclusion -- Acknowledgements -- References -- Dynamical Analysis of Fractional-Order Hyper-chaotic System -- Abstract. , 1 Introduction -- 2 Related Work -- 2.1 Fractional-Order Hyper-chaotic Complex System -- 2.2 Dynamic Behavior Analysis of the System -- 2.2.1 System Equilibrium Point -- 2.2.2 The Influence of System Order Variation on the System -- 2.2.3 The Influence of System Parameter Change on the System -- 3 Conclusion -- References -- Evaluating the Performance of the Logistics Parks: A State-of-the-Art Review -- Abstract -- 1 Introduction -- 2 Review on the Evaluation Index System -- 2.1 Establishment of the Evaluation Index System -- 2.2 Discussion on the Evaluation Index System -- 3 Review on the Evaluation Models -- 3.1 Analysis on the Evaluation Models -- 3.2 Discussion on the Evaluation Models -- 4 Conclusions -- Acknowledgements -- References -- A Tabu Search Algorithm for Loading Containers on Double-Stack Cars -- Abstract -- 1 Introduction -- 2 Problem Description -- 2.1 Background Information -- 2.2 Optimization Strategy -- 3 Tabu Search Algorithm for the Container Loading Problem -- 3.1 Introduction to the Algorithm -- 3.2 Tabu Search Algorithm Design -- 4 Numerical Cases -- 5 Conclusions -- Acknowledgements -- References -- Optimization Model Under Grouping Batch for Prefabricated Components Production Cost -- Abstract -- 1 Introduction -- 2 Problem Description and Variables Defining -- 2.1 Problem Description -- 2.2 Variables Defining -- 3 Model Establishing -- 4 Application Instance and Comparative Analysis -- 4.1 Application Instance -- 4.2 Comparative Analysis -- 5 Conclusion -- Acknowledgements -- References -- Air Quality Evaluation System Based on Stacked Auto-Encoder -- Abstract -- 1 Introduction -- 2 The Methods -- 2.1 Introduction to Traditional Method -- 2.2 AQES-SAE System -- 3 The Experiments -- 3.1 Classification with Improved K-means Algorithm -- 3.2 Identification with the SAE Model -- 4 The Results -- 4.1 Clustering Analysis. , 4.2 Superiority of the AQES-SAE System -- 5 Summary -- References -- Pattern Recognition and Vision Systems -- Urban-Rural Difference of the Coupling Between Social-Economic Development and Landscape Pattern in Chengdu Plain -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Area and Data Source -- 2.2 Coupling Model -- 3 Results -- 3.1 Urban-Rural Differences in Landscape Pattern -- 3.2 Urban-Rural Coupling Differences Between the Landscape Pattern and the Social-economic Development -- Acknowledgments -- References -- A New Model and Algorithm for Clustering -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 New Model of Clustering -- 2.2 Compact Homogenizing of Class -- 2.2.1 The Establishment of Similar Graph Matrix -- 2.2.2 The Establishment of Compact Homogenizing Between Class -- 2.3 Size Similarity Between Class -- 2.4 Cluster Model -- 3 Algorithm -- References -- Gibbs Phenomenon for Bi-orthogonal Wavelets -- Abstract -- 1 Introduction -- 2 Preliminaries -- 3 Gibbs Phenomenon of Biorthogonal Wavelet Expansion -- 4 Conclusion -- Acknowledgments -- References -- {{\varvec \upalpha}} -Convergence Theory -- Abstract -- 1 Introduction -- 2 {{\varvec \upalpha}} -Adherence Dots and {{\varvec \upalpha}} -Accumulation Dots -- 3 {{\varvec \upalpha}} -Convergence of Nets -- 4 {{\varvec \upalpha}} -Convergence of Ideals -- 5 {{\varvec \upalpha}} -Convergence of Filters -- 6 Relations Among Nets, Ideals, Filters -- 7 Applications of {{\varvec \upalpha}} -Convergence Theory of Nets -- References -- Feature Selection Optimization Based on Atomic Set and Genetic Algorithm in Software Product Line -- Abstract -- 1 Introduction -- 2 Basic Concept -- 2.1 Feature Models -- 2.2 Atomic Sets -- 3 Atomic Sets Computation -- 4 Genetic Algorithm for Feature Selection Optimization -- 4.1 Initial Population -- 4.2 Fitness Function. , 4.3 Crossover Operation -- 4.4 Selection Operation -- 4.5 Mutation Operation -- 4.6 The Flow Diagram of Genetic Algorithm -- 5 Experiment and Analysis -- 5.1 Test Model -- 5.2 Experiment Result and Analysis -- 5.2.1 The Simulation Results of Atomic Set -- 5.2.2 The Simulation Results of Genetic Algorithm -- 6 Related Work -- 7 Conclusion -- Acknowledgments -- References -- Product Configuration based on Feature Model -- Abstract -- 1 Introduction -- 2 Configuration Architecture Model -- 3 Feature Modeling -- 3.1 Feature Diagram -- 3.1.1 Basic Feature Diagram -- 3.1.2 Cardinality-Based Feature Diagram -- 3.2 Constraints -- 3.2.1 Boolean Constraints -- 3.2.2 Non-Boolean Constraints -- 4 Automated Support -- 4.1 SAT -- 4.2 BDD -- 4.3 CSP -- 5 Feature Selection -- 5.1 Non-collaborative Configuration -- 5.2 Collaborative Configuration -- 6 Conclusion -- Acknowledgments -- References -- Research on Fast Browsing for Massive Image -- Abstract -- 1 Introduction -- 2 Distributed Computing and Image Pyramid -- 2.1 Distributed Computing -- 2.2 MapReduce -- 2.3 Image Pyramid -- 3 MapReduce Model for Massive Image -- 3.1 Data Blocking Prepared for MapReduce -- 3.2 MapReduce Image Model -- 4 Experiment -- 4.1 Experimental Data and Equipment -- 4.2 Experimental Result -- Acknowledgments -- References -- RVM for Recognition of QRS Complexes in Electrocardiogram -- Abstract -- 1 Introduction -- 2 RVM Classifier -- 3 QRS Detection -- 4 Implementation and Performance Evaluation -- 5 Conclusions -- Acknowledgments -- The Architecture of the RFID-Based Intelligent Parking System -- Abstract -- 1 Introduction -- 2 The Research Status of the Intelligent Parking System -- 3 The Overall Configuration of the System -- 3.1 The Basic Flow of the Intelligent Parking System -- 3.1.1 The Parking Process of the Vehicle with Legal e-tag. , 3.1.2 The Parking Process of the Vehicle Without Legal e-tag -- 3.1.3 The Parking Process of the Vehicle Without Enough Electronic Balance -- 3.2 The Design of the Intelligent Parking Management System -- 3.3 The Basic Requirements for the Intelligent Parking System -- 4 Summary -- References -- A Review of Cognitive Psychology Applied in Robotics -- Abstract -- 1 Introduction -- 2 Robot Affective Computing and Interaction -- 2.1 Emotion Recognition -- 2.2 Affective Modeling -- 2.3 Emotion Expression -- 3 Application of Robot Cognition -- 3.1 Robot Autism Intervention -- 3.2 Robot Education -- 3.3 Household and Nursing Robot -- 4 Conclusion and Prospect -- Acknowledgments -- References -- Robot Vision Navigation Based on Improved ORB Algorithm -- Abstract -- 1 Introduction -- 2 Improved ORB Algorithm -- 2.1 Extreme Points in Scale Space Detection -- 2.2 Extract Stable Feature Points -- 3 Visual Navigation Method -- 4 Experimental Results -- 5 Conclusion -- References -- An Improved Multi-label Relief Feature Selection Algorithm for Unbalanced Datasets -- Abstract -- 1 Introduction -- 2 ReliefF Algorithm -- 3 UBML-ReliefF Algorithm -- 4 Experiment -- 4.1 Datasets -- 4.2 Performance Evaluation Index -- 4.3 Experiment and Results Analysis -- 5 Conclusion -- Acknowledgements -- References -- Area Topic Model -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Area-LDA Topic Model -- 3.1 Overall Design of Area-LDA -- 3.2 Process of Estimator -- 4 Experiments -- 4.1 Dataset -- 4.2 Experiment Settings -- 4.3 Experimental Restuls -- 5 Conclusions -- References -- Predicting Popularity of Topic Based on Similarity Relation and Co-occurrence Relation -- Abstract -- 1 Introduction -- 2 The SCW Method for Prediction of Topic Popularity -- 2.1 Definition -- 2.2 The Description of Topic Popularity -- 2.3 The Analysis of Similarity Relation. , 2.4 The Analysis of Co-occurrence Relation.

Note: Title Page -- Foreword -- Preface by Editors -- Contents -- List of Contributors -- Learning Structure and Schemas from Heterogeneous Domains in Networked Systems Surveyed -- Introduction -- Learning Patterns in Sensor Networks -- Learning Structures in Biological Domains -- Learning in Distributed Automation and Control Systems -- Learning Structures in Social Networks -- Learning Structures in Peer-to-Peer Networks -- Learning and Privacy-Preserving in Distributed Environments -- Conclusion -- References -- Handling Hierarchically Structured Resources Addressing Interoperability Issues in Digital Libraries -- Introduction and Motivation -- Objectives and Contributions -- The Background Context and Technologies -- Archives and Archival Descriptions -- EAD: Encoded Archival Description -- OAI-PMH and Dublin Core -- The NESTOR Model -- The NESTOR Algebra -- The NESTOR Prototype: Addressing Interoperability for Digital Archives -- How to Represent an Archive through the NESTOR Model -- Analysis of the Requirements -- Retaining Archival Hierarchy and Context throughout an XML Tree -- Encoding, Accessing and Sharing an Archive through Sets -- Conclusions and Future Work -- References -- Administrative Document Analysis and Structure -- Introduction -- Case-Based Reasoning -- CBR Terminology -- Problem Elaboration -- Similar Case Search -- Adaptation -- Learning -- CBR for Document Image Analysis: CBRDIA -- The Proposed Approach -- Document Structures -- Problem Representation -- Problem Solving -- Experiments -- Experiments on CBRDIA -- Experiments on Administrative Documents -- Conclusion -- References -- Automatic Document Layout Analysis through Relational Machine Learning -- Introduction -- Related Work -- Preliminaries -- Learning Layout Correction Theories -- From Manual to Automatic Improvement of the Layout Correction -- Tool Architecture. , The Learning System -- Description Language -- Experiments -- Conclusions -- References -- Dataspaces: Where Structure and Schema Meet -- Introduction -- Data Structuring -- Data Integration: The Story so Far -- Schema Mapping -- Keyword-Driven Queries -- The Web of Data -- Dataspaces -- Dataspace Dimensions -- Dataspace Profiling -- Querying and Searching -- Application Domain -- A Roundup of Existing Projects on Managing Structured Data -- Google BigTable -- Apache Cassandra -- Apache Hadoop -- Apache CouchDB -- DHT-Based Data Management Systems -- Google Fusion Tables -- WebTables -- Yahoo! SearchMonkey -- iMeMex -- Conclusions and Future Work -- References -- Transductive Learning of Logical Structures from Document Images -- Introduction -- Motivation and Problem Definition -- Related Work -- Extracting Emerging Patterns with SPADA -- Document Description -- The Mining Step -- Transductive Classification -- Experiments -- Conclusions -- References -- Progressive Filtering on the Web: The Press Reviews Case Study -- Introduction and Motivation -- Mission -- Related Work -- Hierarchical Text Categorization -- The Input Imbalance Problem -- Agents and Information Retrieval -- Progressive Filtering in Text Categorization -- The Approach -- The Threshold Selection Algorithm -- A Case Study: NEWS.MAS -- The Implemented System -- Experimental Results -- Conclusions -- References -- A Hybrid Binarization Technique for Document Images -- Introduction -- Related Work -- Algorithm Description -- Application of Iterative Global Thresholding -- Noisy Area Detection -- Re-application of IGT (Local Thresholding) -- Experimental Results -- Discussion - Future work -- Conclusion -- References -- Digital Libraries and Document Image Retrieval Techniques: A Survey -- Introduction -- Retrieval Paradigms -- Features -- Pixel Level -- Column Level -- Sliding Window. , Stroke and Primitive Level -- Connected-Component Level -- Word Level -- Line and Page Level -- Shape Descriptor -- Representation -- Similarity Measure -- Clustering -- Matching -- Conclusions -- References -- Mining Biomedical Text towards Building a Quantitative Food-Disease-Gene Network -- Introduction and Motivation -- Related Work -- Named Entity Recognition (NER) in Biomedical Text -- Relationship Extraction -- Polarity and Strength Analysis -- Relationship Integration and Visualization -- Named Entity Recognition -- Improving the Performance of Food Recognition -- Abbreviations and Co-reference Recognition -- Verb-Centric Relationship Extraction -- Relationship Polarity and Strength Analysis -- Feature Space Design -- Feature Selection -- Relationship Integration and Visualization -- Evaluation -- Evaluation of the Named Entity Recognition Module -- Evaluation of the Relationship Extraction Algorithm -- Evaluation of Relationship Polarity and Strength Analysis -- Discussions and Conclusion -- References -- Mining Tinnitus Data Based on Clustering and New Temporal Features -- Introduction -- TRT Background -- TRT Data Collection -- Information Retrieval -- Mining Text Data -- Temporal Feature Design for Continuous Data -- Temporal Feature Design or Categorical Data -- System Overview -- Experiments and Results -- Experiment Type I -- Two-Bin Clustering -- Experiment Type II -- Experiment Type III -- Conclusion -- References -- DTW-GO Based Microarray Time Series DataAnalysis for Gene-Gene Regulation Prediction -- Introduction -- What Is Microarray? -- Importance of Microarray Technology -- Microarray Data Processing -- Microarray and Gene Ontology -- Research Issues in Microarray Time-Series Data -- Missing Value Imputation -- Gene Regulation Prediction -- Gene Clustering and Statistical Operations -- DTW-GO Based Microarray Data Analysis. , Dynamic Time Warping -- Gene Ontology -- DTW-GO Based Microarray Data Analysis -- Datasets and Performance Assessment -- Real Microarray Dataset -- Assessment of Imputation Accuracy -- Accuracy of Gene Regulation Prediction -- Experimental Results and Discussion -- Design of Experiments -- Results and Discussion -- Conclusions -- References -- Integrating Content and Structure into a Comprehensive Framework for XML Document Similarity Represented in 3D Space -- Introduction -- Problem Statement -- XML Background -- Problem Definition -- Similarity Metric Overview -- Similarity Metric -- Structural Encoding -- Content Encoding -- Nested Content Encoding -- Difference Operator -- Visual Representation and Experiments -- MS Word Incremental Saves -- Random News Documents -- Conclusions and Future Work -- References -- Modelling User Behaviour on Page Content and Layout in Recommender Systems -- Introduction -- Personalization and Browsing Behaviour -- Motivation and Objectives -- Literature Review and Survey -- Browsing Behaviour: Action -- Browsing Behaviour: Visual -- A Recommender System Based on Browsing Behaviour -- Recommender System Architecture -- Recommender Implementation -- Structure, Layout, and Schema Learning -- Profiling Layout and Design -- Formalizing Layout and Design -- Layout and Design Learning -- Layout and Design Matching -- Conclusions -- References -- MANENT: An Infrastructure for Integrating, Structuring and Searching Digital Libraries -- Motivation -- Background -- Standards for Digital Library Access and Description -- Ontologies and Related Languages and Tools -- WordNet Domains and the WordNet Domains Ontology -- Text Semantic Similarity -- MANENT -- The MANENT Architecture -- Metadata Classification According to the WordNet Domains Ontology -- Experiments and Results -- Related Work. , Related Work on Digital Libraries Infrastructures -- Related Work on WordNet Domains -- Conclusions and Future Work -- References -- Low-Level Document Image Analysis and Description: From Appearance to Structure -- Introduction -- Motivation, Objectives and Contributions -- Background -- Modeling the Appearance of an Ancient Document -- Extracting Pattern Information from Low-Level Processing -- Linear Instantaneous Case -- Linear Convolutional Case -- A Metadata Schema to Describe Data, Procedures, and Results -- Experimental Evaluation -- Conclusions and Future Work -- References -- Model Learning from Published Aggregated Data -- Introduction -- Mission, Objectives, and Contributions -- Related Work -- Aggregated Data -- Attributional Rules as Knowledge Representation -- Rule Induction -- AQ Algorithm -- Rule Induction from Aggregated Data -- Calculating Coverage -- Evaluation -- Discussion -- Conclusion -- References -- Data De-duplication: A Review -- Introduction -- Problem Description -- Supervised Approaches to De-duplication -- Relational Data De-duplication Approaches -- Multidimensional Data De-duplication Approaches -- Data-Mining Data/Results De-duplication Approaches -- Linked and XML Data De-duplication Approaches -- Streaming Data De-duplication Approaches -- Unsupervised Approaches to De-duplication -- De-duplication Based on Clustering -- De-duplication Based on (dis)Similarity-Search in Metric Spaces -- De-duplication Based on Locality-Sensitive Hashing -- Conclusions and Further Research -- Efficiency and Scalability -- Systematic Assessment of De-duplication Performance -- Ethical, Legal and Anonymity Aspects -- Uncertainty -- References -- A Survey on Integrating Data in Bioinformatics -- Introduction -- Mission -- Background -- Linked-Based Integration -- Data Warehousing Integration -- Mediator-Based Integration. , Federated Databases.

Note: Intro -- Welcome Message from 3PGCIC-2017 Organizing Committee -- Welcome Message from 3PGCIC-2017 Workshops Chairs -- 3PGCIC-2017 Organizing Committee -- Honorary Chairs -- General Co-chairs -- Program Committee Co-chairs -- Workshop Co-chairs -- Web Administrator Chairs -- Local Organizing Co-chairs -- Steering Committee Co-chairs -- Track Areas -- 1. Data Intensive Computing, Data Mining, Semantic Web and Information Retrieval -- Chairs -- PC Members -- 2. Data Storage in Distributed Computation and Cloud Systems -- Chairs -- PC Members -- 3. Secure Technology for Distributed Computation and Sensor Networks -- Chairs -- PC Members -- 4. High Performance and Scalable Computing -- Chairs -- PC Members -- 5. Distributed Algorithms and Models for P2P, Grid, Cloud and Internet Computing -- Chairs -- PC Members -- 6. Bio-inspired Computing and Pattern Recognition -- Chairs -- PC Members -- 7. Cognitive Systems -- Chairs -- Sec29 -- 8. Adaptive Web-Based, Distributed and Ubiquitous eLearning Systems -- Chairs -- PC Members -- 9. Knowledge-Based Stream Processing and Analytics -- Chairs -- PC Members -- 10. IoT Computing Systems -- Chairs -- PC Members -- 3PGCIC-2017 Reviewers -- Welcome Message from SMECS-2017 Workshop Organizer -- SMECS-2017 Program Committee -- Workshop Organizer -- PC Chair -- PC Members -- Welcome Message from MDMS-2017 Workshop Organizers -- SMDMS-2017 Program Committee -- Workshop Chair -- International Liaison Chair -- Program Committee Members -- Welcome Message from MWVRTA-2017 Workshop Organizers -- MWRTA-2017 Program Committee -- Workshop Co-chairs -- Program Committee Members -- Welcome Message from ALICE-2017 Workshop Organizers -- ALICE-2017 Program Committee -- Workshop Organizers -- PC Members -- Welcome Message from CADSA-2017 Workshop Organizer -- CADSA-2017 Program Committee -- Workshop Chair. , Program Committee Members -- Welcome Message from DEM-2017 Workshop Organizers -- DEM-2017 Program Committee -- Workshop Chair -- Program Committee Members -- Welcome Message from SiPML-2017 Workshop Organizers -- SiPML-2017 Program Committee -- Workshop Chairs -- Program Committee -- 3PGCIC-2017 Keynote Talks -- InterCloud and HetNet for Mobile Cloud Computing in 5G Systems: Design Issues, Challenges, and Optimization -- Advancements in Internet of Things (IoT) -- Design Challenges and Importance of Fog Computing over Cloud Computing -- Intelligent Virtual Agents for Education and Training -- Contents -- The 12th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2017) -- Home Energy Management by Differential Evolution and Enhanced Differential Evolution in Smart Grid Environment -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 System Model -- 4.1 Optimization Techniques -- 5 Simulations and Discussions -- 6 Conclusion and Future Work -- References -- Demand Side Optimization in Smart Grid Using Harmony Search Algorithm and Social Spider Algorithm -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 Proposed Scheme -- 4.1 Classification -- 4.2 Pricing Scheme -- 4.3 Techniques -- 5 Simulations and Results -- 6 Conclusion -- References -- Home Energy Management Using Social Spider and Bacterial Foraging Algorithm -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 System Model -- 4.1 Harmony Search Algorithm -- 4.2 Firefly Algorithm -- 5 Simulations and Discussions -- 6 Conclusion -- References -- Optimization of Home Energy Management System Through Application of Tabu Search -- 1 Introduction -- 2 Related Work -- 3 Proposed System -- 3.1 HSA -- 3.2 TS -- 3.3 Electricity Consumption Pattern -- 3.4 Proposed System -- 4 Performance Evaluation and Analysis. , 5 Conclusion and Future Work -- References -- Load Scheduling in Home Energy Management System Using Meta-Heuristic Techniques and Critical Peak Pricing Tariff -- 1 Introduction -- 2 Related Work -- 3 Proposed System Model -- 3.1 System Description -- 3.2 Energy Consumption Model -- 3.3 Classification of Appliances -- 3.4 Pricing Scheme Model -- 3.5 Problem Formulation -- 3.6 HSA -- 3.7 FPA -- 4 Simulations and Results -- 5 Conclusion -- References -- Energy Efficiency Using Genetic and Crow Search Algorithms in Smart Grid -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 Proposed Scheme -- 4.1 Categorization of Appliances -- 4.2 Techniques -- 4.3 Pricing Scheme -- 5 Results and Simulations -- 6 Conclusion and Future Work -- References -- Residential Demand Side Management in Smart Grid Using Meta-Heuristic Techniques -- 1 Introduction -- 2 Related Work -- 2.1 Hybrid Techniques -- 2.2 Dynamic Programming Techniques -- 2.3 Evolutionary Techniques -- 2.4 Linear and Fractional Programming Techniques -- 2.5 Other Techniques -- 3 Proposed System Model -- 4 Proposed Methodology -- 4.1 Genetic Algorithm -- 4.2 Crow Search Algorithm -- 5 Results and Discussion -- 6 Conclusion and Future Work -- References -- A Machine Learning Approach for Ranking in Question Answering -- 1 Introduction -- 2 Related Work -- 3 General Approach -- 3.1 Random Forest -- 3.2 Multi-Layer Perceptron (MLP) -- 3.3 Support Vector Machine -- 3.4 Logistic Regression -- 3.5 Experimental Results -- 4 Conclusions -- References -- Detecting Malware Based on Opcode N-Gram and Machine Learning -- Abstract -- 1 Introduction -- 2 Related Work -- 3 System Architecture -- 4 Opcode N-Gram Extraction and Feature Selection -- 4.1 Representing Executables Using Opcode -- 4.2 Feature Selection -- 5 SVM Classifier for Malware Prediction -- 6 Evaluation -- 6.1 Research Questions. , 6.2 Evaluation Measures -- 7 Experimental Result and Analysis -- 7.1 Opcode N-Gram Size -- 7.2 Feature Selection -- 7.3 Malicious Files Percentage -- 8 Conclusion and Future Work -- Acknowledgments -- References -- Performance Evaluation of WMNs by WMN-PSOSA Simulation System Considering Constriction and Linearly Decreasing Vmax Methods -- 1 Introduction -- 2 Node Placement Problem in WMNs -- 3 Proposed and Implemented Simulation System -- 3.1 PSO Algorithm -- 3.2 Simulated Annealing -- 4 Simulation Results -- 5 Conclusions -- References -- Characterizing User Influence Within Twitter -- 1 Introduction -- 2 Related Work -- 3 Our Proposed Approach -- 4 Performance Evaluation -- 5 Conclusion and Future Work -- References -- Routing in a DTN: Performance Evaluation for Random Waypoint and Steady State Random Waypoint Using NS3 Simulator -- 1 Introduction -- 2 DTNs and Routing Protocols -- 2.1 DTN Overview -- 2.2 Routing Protocols -- 3 Simulation System Design -- 3.1 NS3 -- 3.2 Simulated Scenarios -- 4 Simulation Results -- 5 Conclusions -- References -- Optimal Residential Load Scheduling Under Utility and Rooftop Photovoltaic Units -- 1 Introduction -- 2 Related Work and Motivation -- 3 System Model -- 4 Simulation Results and Discussion -- 4.1 Energy Consumption Behavior of Appliances -- 4.2 Electricity Cost per Timeslot Analysis -- 4.3 PAR Analysis -- 4.4 Total Cost Analysis -- 5 Conclusion -- References -- A Hybrid Genetic Based on Harmony Search Method to Schedule Electric Tasks in Smart Home -- 1 Introduction -- 2 Related Work -- 3 Proposed System Model -- 4 Proposed Scheduling Algorithm -- 4.1 Genetic Algorithm -- 4.2 Harmony Search Algorithm -- 4.3 A Hybrid Genetic Based on Harmony Search -- 5 Simulations and Discussions -- 6 Conclusion -- References -- An Efficient Home Energy Management Scheme Using Cuckoo Search -- 1 Introduction. , 2 Related Work -- 3 System Model -- 3.1 Assortment of Load -- 4 Proposed Schemes -- 4.1 GA -- 4.2 Cuckoo Search -- 5 Simulations and Discussions -- 6 Conclusion -- References -- Phonetics-Based Parallel Privacy Preserving Record Linkage -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation and Background -- 3.1 Problem Formulation -- 3.2 Phonetic Algorithms for Matching -- 3.3 Apache Spark -- 4 A Parallel Privacy Preserving Phonetics Matching Protocol -- 4.1 Protocol Operation -- 4.2 Privacy Discussion -- 5 Empirical Evaluation -- 5.1 Experimental Setup -- 5.2 Experimental Results -- 6 Conclusions and Future Work -- References -- Improved Ant Colony RBF Spatial Interpolation of Ore Body Visualization Software Development -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 RBF -- 2.2 Improved Ant Colony Radial Basis Model -- 3 Empirical Results -- 4 Conclusions -- Acknowledgement -- References -- RBF Model Based on the KECDBN -- Abstract -- 1 Introduction -- 2 CDBN and KECDBN -- 2.1 CDBN -- 2.2 KECDBN -- 2.3 The Radial Basis Function Neural Network -- 3 The Empirical Study -- 3.1 The Determination of the Structure of KECDBN -- 3.2 The Empirical Results -- 4 Conclusions -- Acknowledgement -- References -- Design of a S-box for SMS4 Based on Threshold Implementation -- Abstract -- 1 Introduction -- 2 Preliminaries -- 2.1 SMS4 Block Cipher -- 2.2 DPA -- 3 Threshold Implementation of the SMS4 S-Box -- 3.1 TI Resists DPA Attack Principle -- 3.2 Implementation Scheme of S-Box SM4 -- 4 Conclusion -- References -- The Prediction Model of Online Social Networks' Evolution Based on the Similarity of Community -- Abstract -- 1 Introduction -- 2 Related Knowledge -- 2.1 Overlapping Community -- 2.2 Dynamic Network -- 2.3 Community Similarity -- 2.4 WS Small-World Network -- 3 Model Building -- 3.1 Formation -- 3.2 Dissolve -- 3.3 Merging -- 3.4 Splitting. , 4 Experimental Results and Analysis.