Distributed Computing and Artificial Intelligence, Special Sessions, 15th International Conference

Description

This book presents the outcomes of the 15th International Conference on Distributed Computing and Artificial Intelligence, held in Toledo (Spain) from 20th to 22nd June 2018 and hosted by the UCLM, and which brought together researchers and developers from industry, education and the academic world to report on the latest scientific research, technical advances and methodologies. Highlighting multi-disciplinary and transversal aspects, the book focuses on the conferences Special Sessions, including Advances in Demand Response and Renewable Energy Sources in Smart Grids (ADRESS); AI- Driven Methods for Multimodal Networks and Processes Modeling (AIMPM); Social Modelling of Ambient Intelligence in Large Facilities (SMAILF); Communications, Electronics and Signal Processing (CESP); Complexity in Natural and Formal Languages (CNFL); and Web and Social Media Mining (WASMM). Front Matter ....Pages i-xxxiv Front Matter ....Pages 1-1 UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings (Rui Andrade, Tiago Pinto, Isabel Praça, Zita Vale)....Pages 3-11 Electricity Price Forecast for Futures Contracts with Artificial Neural Network and Spearman Data Correlation (João Nascimento, Tiago Pinto, Zita Vale)....Pages 12-20 Demand Response Implementation in an Optimization Based SCADA Model Under Real-Time Pricing Schemes (Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita Vale)....Pages 21-29 Front Matter ....Pages 31-31 Food Supply Chain Optimization – A Hybrid Approach (Paweł Sitek, Jarosław Wikarek, Tadeusz Stefański)....Pages 33-41 The Use of the Simulation Method in Analysing the Performance of a Predictive Maintenance System (Sławomir Kłos, Justyna Patalas-Maliszewska)....Pages 42-49 Modelling of Knowledge Resources for Preventive Maintenance (Justyna Patalas-Maliszewska, Sławomir Kłos)....Pages 50-57 Practical Application of a Multimodal Approach in Simulation Modeling of Production and Assembly Systems (Pawel Pawlewski)....Pages 58-66 Method of Quality Assessment of the Implementation of Design Patterns Used in Production (Rafał Wojszczyk, Piotr Stola)....Pages 67-74 Routing and Scheduling of Unmanned Aerial Vehicles Subject to Cyclic Production Flow Constraints (G. Bocewicz, P. Nielsen, Z. Banaszak, A. Thibbotuwawa)....Pages 75-86 World Wide Web CBIR Searching Using Query by Approximate Shapes (Roman Stanisław Deniziak, Tomasz Michno)....Pages 87-95 Defect Prediction in Software Using Predictive Models Based on Historical Data (Daniel Czyczyn-Egird, Adam Slowik)....Pages 96-103 The Use of Artificial Neural Networks in Tomographic Reconstruction of Soil Embankments (Tomasz Rymarczyk, Grzegorz Kłosowski, Arkadiusz Gola)....Pages 104-112 Occurrences Management in a Smart-City Context (Mário Ferreira, João Ramos, Paulo Novais)....Pages 113-120 Front Matter ....Pages 121-121 Exploiting User Movements to Derive Recommendations in Large Facilities (Jürgen Dunkel, Ramón Hermoso, Florian Rückauf)....Pages 123-131 Using Queueing Networks to Approximate Pedestrian Simulations (Ismael Sagredo-Olivenza, Marlon Cárdenas-Bonett, Jorge J. Gómez-Sanz)....Pages 132-139 An Agent-Based Simulation Model for Emergency Egress (Álvaro Carrera, Eduardo Merino, Pablo Aznar, Guillermo Fernández, Carlos A. Iglesias)....Pages 140-148 On the Use of Elevators During Emergency Evacuation (Qasim Khalid, Marin Lujak, Alberto Fernández, Arnaud Doniec)....Pages 149-156 Time Analysis of the Integration of Simulators for an AmI Environment (Álvaro Sánchez-Picot, Diego Sánchez-de-Rivera, Tomás Robles, Jaime Jiménez)....Pages 157-164 Front Matter ....Pages 165-165 Blur Restoration of Confocal Microscopy with Depth and Horizontal Dependent PSF (Yuichi Morioka, Katsufumi Inoue, Michifumi Yoshioka, Masaru Teranishi, Takashi Murayama)....Pages 167-174 Static Dataflow Analysis for Soft Real-Time System Design (Alexander Kocian, Stefano Chessa)....Pages 175-182 Mobile Application for Smart City Management (Vivian F. López, María N. Moreno, Pablo Chamoso, Emilio S. Corchado, Belén Pérez)....Pages 183-192 Review of Technologies and Platforms for Smart Cities (Fernando de la Prieta, Ana Belén Gil, María Moreno, María Dolores Muñoz)....Pages 193-200 Virtual Organization for Fintech Management (Elena Hernández, Angélica González, Belén Pérez, Ana de Luis Reboredo, Sara Rodríguez)....Pages 201-210 Front Matter ....Pages 211-211 Structured Methods of Representation of the Knowledge (Francisco João Pinto)....Pages 213-221 An Approach to Measuring Complexity Within the Boundaries of a Natural Language Fuzzy Grammar (Adrià Torrens Urrutia)....Pages 222-230 Syntax-Semantics Interfaces of Modifiers (Roussanka Loukanova)....Pages 231-239 Natural Language Complexity and Machine Learning (Leonor Becerra-Bonache, M. Dolores Jiménez-López)....Pages 240-247 Front Matter ....Pages 249-249 Twitter’s Experts Recommendation System Based on User Content (Diego M. Jiménez-Bravo, Juan F. De Paz, Gabriel Villarrubia)....Pages 251-258 A Text Mining-Based Approach for Analyzing Information Retrieval in Spanish: Music Data Collection as a Case Study (Juan Ramos-González, Lucía Martín-Gómez)....Pages 259-266 Social Influence-Based Similarity Measures for User-User Collaborative Filtering Applied to Music Recommendation (Diego Sánchez-Moreno, Javier Pérez-Marcos, Ana B. Gil González, Vivian López Batista, María N. Moreno-García)....Pages 267-274 Convolutional Neural Networks and Transfer Learning Applied to Automatic Composition of Descriptive Music (Lucía Martín-Gómez, Javier Pérez-Marcos, María Navarro-Cáceres, Sara Rodríguez-González)....Pages 275-282 Classifying Emotions in Twitter Messages Using a Deep Neural Network (Isabela R. R. da Silva, Ana C. E. S. Lima, Rodrigo Pasti, Leandro N. de Castro)....Pages 283-290 Tree-Structured Hierarchical Dirichlet Process (Md. Hijbul Alam, Jaakko Peltonen, Jyrki Nummenmaa, Kalervo Järvelin)....Pages 291-299 Estimated Rating Based on Hours Played for Video Game Recommendation (Javier Pérez-Marcos, Diego Sánchez-Moreno, Vivian López Batista, María Dolores Muñoz)....Pages 300-307 Front Matter ....Pages 309-309 Towards an Adaptive and Personalized Assessment Model Based on Ontologies, Context and Collaborative Filtering (Oscar M. Salazar, Demetrio A. Ovalle, Fernando de la Prieta)....Pages 311-314 Visualizing History: A Virtual Timeline for Teaching and Learning Historical Sciences (Elena Llamas-Pombo)....Pages 315-321 Analysis of Quality of Live in the Deaf Community from a Blog (María Cruz Sánchez-Gómez, Ariana Castillo Alzuguren, María Victoria Martín-Cilleros)....Pages 322-329 An On-Going Framework for Easily Experimenting with Deep Learning Models for Bioimaging Analysis (Manuel García, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual)....Pages 330-333 Towards Integrating ImageJ with Deep Biomedical Models (Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual)....Pages 334-338 Integrating Biological Context into the Analysis of Gene Expression Data (Cindy Perscheid, Matthias Uflacker)....Pages 339-343 Applying Scale-Invariant Dynamics to Improve Consensus Achievement of Agents in Motion (Ilja Rausch, Yara Khaluf, Pieter Simoens)....Pages 344-348 Towards to Secure an IoT Adaptive Environment System (Pedro Oliveira, Tiago Pedrosa, Paulo Novais, Paulo Matos)....Pages 349-352 Matlab GUI Application for Moving Object Detection and Tracking (Beibei Cui, Jean-Charles Créput)....Pages 353-356 Software Defined Networks and Data Distribution Service as Key Features for the 5G Control Plane (Alejandro Llorens-Carrodeguas, Cristina Cervelló-Pastor, Irian Leyva-Pupo)....Pages 357-360 Towards Computer-Aided Differential Diagnosis: A Holonic Multi-agent Based Medical Diagnosis System (Zohreh Akbari, Rainer Unland)....Pages 361-365 Automatic Screening of Glaucomatous Optic Papilla Based on Smartphone Images and Patient’s Anamnesis Data (Jose Carlos Raposo da Camara)....Pages 366-369 The Resources Placement Problem in a 5G Hierarchical SDN Control Plane (Irian Leyva-Pupo, Cristina Cervelló-Pastor, Alejandro Llorens-Carrodeguas)....Pages 370-373 Computational Analysis of Multiple Instance Learning-Based Systems for Automatic Visual Inspection: A Doctoral Research Proposal (Eduardo-José Villegas-Jaramillo, Mauricio Orozco-Alzate)....Pages 374-377 An Agent-Based Model for Energy Management of Smart Home: Residences’ Satisfaction Approach (Mahoor Ebrahimi, Amin Hajizade)....Pages 378-384 A Novel Agent-Based Platform for Wide-Area Monitoring and Control in Power Systems (Amin Nassaj)....Pages 385-387 An Agent-Based Model for Optimal Voltage Control and Power Quality by Electrical Vehicles in Smart Grids (Amirabbas Hadizade)....Pages 388-394 Stock Recommendation Platform Based on the Environment. INSIDER (Elena Hernández Nieves)....Pages 395-399 Interaction Analysis in Asperger Through Virtual Media of Text Communication (Manuel A. Arroyave, Luis F. Castillo, Gustavo A. Isaza, Manuel G. Bedia)....Pages 400-408 A Self-organized Multiagent System for Industry 4.0 (Inés Sittón Candanedo)....Pages 409-413 Blockchain-Based Distributed Cooperative Control Algorithm for WSN Monitoring (Roberto Casado-Vara)....Pages 414-417 New Approach to Power System Grid Security with a Blockchain-Based Model (Roberto Casado-Vara)....Pages 418-421 Stochastic Approach for Prediction of WSN Accuracy Degradation with Blockchain Technology (Roberto Casado-Vara)....Pages 422-425 Implementation of Automated Pipelines to Generate Knowledge on Challenging Biological Queries (Noé Vázquez)....Pages 426-430 A Data Mining Approach Applied to Wireless Sensor Neworks in Greenhouses (José A. Castellanos-Garzón, Yeray Mezquita Martín, José Luis Jaimes S., Santiago M. López G.)....Pages 431-436 Administration 4.0: The Challenge of Institutional Competitiveness as a Requisite for Development (Pedro T. Nevado-Batalla Moreno)....Pages 437-443 Programmed Physical Activity for the Elderly as a Motor of Active Ageing (Galo Sánchez, Valeria Lobina)....Pages 444-450 Blockchain Technology for Luggage Tracking (Alberto Rodríguez Ludeiro)....Pages 451-456 Multiagent System for Semantic Categorization of Places Mean the Use of Distributed Surveillance Cameras (José Carlos Rangel, Cristian Pinzón)....Pages 457-464 Customer Experience Management (CEM) (Samuel Gallego Chimeno)....Pages 465-470 Back Matter ....Pages 471-473