Note: Intro -- Preface -- Organization -- Honorary Chairman -- Program Committee Chairs -- Local Committee Chairs -- Scientific Committee -- Organization of Special Session on Advances on Demand Response and Renewable Energy Sources in Smart Grids (ADRESS) -- Organizing Committee -- Program Committee -- Organization of Special Session on AI-Driven Methods for Multimodal Networks and Processes Modeling (AIMPM) -- Organizing Committee -- Chairs -- Co-chairs -- Organization of Special Session on Social Modelling of Ambient Intelligence in Large Facilities (SMAILF) -- Organizing Committee -- Program Committee -- Organization of Special Session on Communications, Electronics and Signal Processing (CESP) -- Organizing Committee -- Organization of Special Session on Complexity in Natural and Formal Languages (CNFL) -- Organizing Committee -- Organization of Special Session on Web and Social Media Mining (WASMM) -- Organizing Committee -- Program Committee -- Organization of Doctoral Consortium Sessions -- Contents -- Special Session on Advances on Demand Response and Renewable Energy Sources in Smart Grids (ADRESS) -- UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings -- Abstract -- 1 Introduction -- 2 Proposed Approach -- 3 Case Study -- 4 Conclusion -- References -- Electricity Price Forecast for Futures Contracts with Artificial Neural Network and Spearman Data Correlation -- Abstract -- 1 Introduction -- 2 Proposed Methodology -- 2.1 Data Correlation -- 2.2 Forecasting Model -- 3 Case Study -- 4 Conclusion -- References -- Demand Response Implementation in an Optimization Based SCADA Model Under Real-Time Pricing Schemes -- Abstract -- 1 Introduction -- 2 Multi-agent Model Architecture -- 3 Optimization Algorithm -- 4 Case Study and Results -- 5 Conclusions -- References. , Special Session on AI-Driven Methods for Multimodal Networks and Processes Modeling (AIMPM) -- Food Supply Chain Optimization - A Hybrid Approach -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 Methodology - A Hybrid Approach -- 4 Computational Experiments -- 5 Conclusion -- References -- The Use of the Simulation Method in Analysing the Performance of a Predictive Maintenance System -- Abstract -- 1 Introduction -- 1.1 Predictive Maintenance -- 1.2 Literature Overview -- 2 Simulation Model of a Manufacturing System -- 2.1 Manufacturing System Structures -- 2.2 The Simulation Model -- 3 The Results of the Simulation Experiments -- 4 Conclusions -- References -- Modelling of Knowledge Resources for Preventive Maintenance -- Abstract -- 1 Introduction -- 2 A Model for the Representation of Knowledge Resources for Preventive Maintenance -- 3 The Applications Within the Automotive Industry, of a Knowledge Resources Model for Preventive Maintenance -- 4 Conclusions -- References -- Practical Application of a Multimodal Approach in Simulation Modeling of Production and Assembly Systems -- Abstract -- 1 Introduction -- 2 Simulation Modeling of Production and Assembly Systems -- 3 Basics of a Multimodal Approach -- 4 The Use of a Multimodal Approach in Simulation Modeling -- 5 Conclusions and Future Research -- Acknowledgements -- References -- Method of Quality Assessment of the Implementation of Design Patterns Used in Production -- Abstract -- 1 Introduction -- 2 Quality of Implementation of Design Patterns and Alternative Methods -- 2.1 Quality of Pattern Implementation -- 2.2 Alternative Methods -- 3 Experiment Environment -- 3.1 Method of Quality Assessment of Design Patterns -- 3.2 Design Patterns and Software Used -- 4 Results of the Experiment -- 5 Summary -- References. , Routing and Scheduling of Unmanned Aerial Vehicles Subject to Cyclic Production Flow Constraints -- Abstract -- 1 Introduction -- 2 Related Work -- 3 UAV Fleet Routing and Scheduling -- 3.1 Illustrative Example -- 3.2 Problem Description -- 4 Declarative Modelling -- 4.1 Problem Statement -- 4.2 Computational Results -- 5 Conclusions -- Acknowledgements -- References -- World Wide Web CBIR Searching Using Query by Approximate Shapes -- 1 Introduction -- 2 The System Architecture -- 2.1 Web Crawler -- 2.2 Image Indexing Database -- 2.3 User Interface -- 2.4 Other Applications -- 3 Experimental Results -- 4 Conclusion and Future Works -- References -- Defect Prediction in Software Using Predictive Models Based on Historical Data -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Defect Prediction Using Predictive Models Based on Historical Data -- 3.1 Defect Prediction and Software Development Life Cycle -- 3.2 General Assumptions -- 3.3 An Exemplary Approach to Creating a Prediction Model -- 4 Example of Defect Predictions -- 4.1 Selection of the Project for Analysis -- 4.2 Data Acquisition -- 4.3 Data Unification Process -- 4.4 Prediction Process and Results -- 5 Summary and Future Works -- References -- The Use of Artificial Neural Networks in Tomographic Reconstruction of Soil Embankments -- Abstract -- 1 Introduction -- 2 Modelling the Artificial Neural Network -- 3 Test Methodology and Results -- 4 Conclusion -- References -- Occurrences Management in a Smart-City Context -- 1 Introduction -- 2 Occurrences Management -- 3 Current Approaches -- 4 System Description -- 4.1 System Framework -- 4.2 Reasoning Methods -- 5 Conclusions and Future Work -- References -- Special Session on Social Modelling of Ambient Intelligence in Large Facilities (SMAILF) -- Exploiting User Movements to Derive Recommendations in Large Facilities -- 1 Introduction. , 2 Application Scenario -- 3 Conceptual Framework -- 3.1 Collecting Beacon Data -- 3.2 Measuring Sojourn Times -- 3.3 Data Cleaning -- 3.4 Building the Sojourn Time Matrix -- 3.5 Sojourn Time Matrix Normalization -- 4 Recommending Approach -- 5 Related Work -- 6 Conclusions -- References -- Using Queueing Networks to Approximate Pedestrian Simulations -- 1 Introduction -- 2 Background -- 3 Proposed Approach -- 4 Experiments -- 5 Conclusions and Future Works -- References -- An Agent-Based Simulation Model for Emergency Egress -- 1 Introduction -- 2 Simulation Model -- 3 Experimentation -- 3.1 Implementation and Scenario -- 3.2 Evaluation -- 4 Conclusions and Future Work -- References -- On the Use of Elevators During Emergency Evacuation -- 1 Introduction -- 2 Motivation and Related Work -- 3 A Proposal for an Intelligent Elevator System -- 4 Conclusion and Future Work -- References -- Time Analysis of the Integration of Simulators for an AmI Environment -- 1 Introduction -- 2 Related Work -- 2.1 Ambient Intelligence -- 2.2 Simulation -- 3 Architecture -- 4 Simulation Phases Analysis -- 4.1 Initialization of the Simulation -- 4.2 Social Simulation Event -- 4.3 Network Simulation Event -- 4.4 Ending the Simulation -- 5 Conclusions -- 6 Future Work -- References -- Special Session on Communications, Electronics and Signal Processing (CESP) -- Blur Restoration of Confocal Microscopy with Depth and Horizontal Dependent PSF -- 1 Introduction -- 1.1 Mathematical Model of Image Restoration -- 1.2 Point Spread Function for Confocal Microscopy -- 2 Conventional Method -- 2.1 Restoring Method (Richardson Lucy) -- 2.2 PSF Selection -- 3 Proposed Method -- 4 Experiment -- 4.1 Choosing PSF -- 4.2 Experimental Results -- 5 Conclusion -- References -- Static Dataflow Analysis for Soft Real-Time System Design -- 1 Introduction -- 2 Background. , 3 Synchronous Stochastic Data Flow -- 3.1 Sequential Implementation -- 3.2 Parallel Implementation -- 4 Numerical Examples -- 5 Conclusions -- References -- Mobile Application for Smart City Management -- 1 Introduction -- 2 Background -- 3 Proposed System -- 4 Results -- 5 Conclusion and Future Work -- References -- Review of Technologies and Platforms for Smart Cities -- 1 Introduction -- 2 Background -- 3 Existing Platforms -- 4 Discussion -- References -- Virtual Organization for Fintech Management -- Abstract -- 1 Preliminary Concepts -- 2 Financial Technology -- 2.1 Data-Oriented Financial Technology -- 2.2 Fintech Requirements -- 2.3 Business Optimization -- 2.4 Virtual Organization (VO) of Agents -- 3 Design Proposal -- 3.1 Machine Learning (ML) Algorithms -- 4 Conclusions -- Acknowledgments -- References -- Special Session on Complexity in Natural and Formal Languages (CNFL) -- Structured Methods of Representation of the Knowledge -- Abstract -- 1 Introduction -- 2 Structured Methods of Representation of the Knowledge -- 3 Semantic Networks -- 4 Computational Perspective of a Semantic Network -- 5 Frames -- 6 Production Rules -- 7 Conclusions -- References -- An Approach to Measuring Complexity Within the Boundaries of a Natural Language Fuzzy Grammar -- 1 Introduction: What is Gradience and Fuzziness? -- 2 Grammaticality as a Topic in Complexity -- 2.1 Grammaticality as an Element of Complexity -- 3 An Approach to a Fuzzy Grammar with Fuzzy Descriptions for Complexity -- 3.1 Brief Introduction to Fuzzy Natural Logic -- 3.2 A Fuzzy Grammar Structure to Explain Degrees of Grammaticality and Complexity -- 4 Property Grammars: A Contraint-Based Theory for Dealing with Fuzziness and Gradience -- 5 An Example of Relative Complexity Within the Boundaries of a Fuzzy Grammar -- 6 Final Remarks -- References. , Syntax-Semantics Interfaces of Modifiers.