Plenary Sessions

Hammer or Tongs: How Best to Build Agent-Based Models?

Michael North, Vice President, Decision Sciences, Conversant LLC (USA)
Wednesday, 20th June, 2018, 10:00 - 11:00, Paraninfo de Envases de Cartón
Chair: Yves Demazeau, Centre National de la Recherche Scientifique (France)

On Data-Driven Agent-Based Modeling of Complex Systems

Jiming Liu, Chair Professor of Computer Science, Hong Kong Baptist University (China)
Thursday, 21st June, 2018, 10:00 - 11:00, Paraninfo de Envases de Cartón
Chair: Bo An, Nanyang Technological University (Singapore)

Towards Autonomous AI Systems for Resource Management: Applications in Industry and Lessons Learned

Petr Skobelev, Smart Solutions / Samara State Airspace and Technical Universities / Institute of Control of Complex Systems of Russian Academy of Science (Russia)
Friday, 22nd June, 2018, 10:00 - 11:00, Paraninfo de Envases de Cartón
Chair: Juan Manuel Corchado, University of Salamanca (Spain)

Main Track

Session 1

Wednesday, 20th June, 2018, 11:30 - 13:30, Room 10.4

Chair: Sigeru Omatu - Osaka Institute of Technology (Japan)

  • Effects of Switching Costs in Distributed Problem-Solving Systems - Friederike Wall
  • Fire detection Using DCNN for Assisting Visually Impaired People in IoT Service Environment - Borasy Kong, Kuoysuong Lim, and Jangwoo Kwon
  • Development of Agent Predicting Werewolf with Deep Learning - Manami Kondoh, Keinosuke Matsumoto, and Naoki Mori
  • A comparative study of transfer functions in binary evolutionary algorithms for single objective optimization - Ramit Sawhney, Ravi Shankar, and Roopal Jain
  • Ontology-based Advertisement Recommendation in Social Networks - Francisco Garcia-Sanchez, José Antonio García-Díaz, Juan Miguel Gómez-Berbís, and Rafael Valencia-Garcia
  • A Genetic Algorithm Model for Slot Allocation Optimization to Brazilian CTOP Approach - Natan Rodrigues, Leonardo Cruciol, and Li Weigang
  • Hand Gesture Detection with Convolutional Neural Networks - Samer Alashhab, Antonio-Javier Gallego, and Miguel Ángel Lozano

Session 2

Thursday, 21st June, 2018, 11:30 - 13:30, Room 10.4

Chair: Jose-Luis Poza-Luján - Universitat Politècnica de València (Spain)

  • Arrhythmia Detection Using Convolutional Neural Models - Jorge Torres Ruiz, Julio David Buldain Pérez, and José Ramón Beltrán Blázquez
  • A Novel Sentence Vector Generation Method based on Autoencoder and Bi-directional LSTM - Kiyohito Fukuda, Naoki Mori, and Keinosuke Matsumoto
  • Recognizing the order of four-scene Comics by Evolutionary Deep Learning - Saya Fujino, Naoki Mori, and Keinosuke Matsumoto
  • A Big Data Platform for Industrial Enterprise Asset Value Enablers - Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, and Goreti Marreiros
  • Estimating the Purpose of Discard in Mahjong to Support Learning for Beginners - Miki Ueno, Daiki Hayakawa, and Hitoshi Isahara
  • A web-based micro-service architecture for comparing parallel implementations of dissimilarity measures - Daniel-Stiven Valencia-Hernández, Ana-Lorena Uribe-Hurtado, and Mauricio Orozco-Alzate
  • A Parallel Application of Matheuristics in Data Envelopment Analysis - Martín González Espinosa, Jose Juan López Espín, Juan Aparicio Baeza, and Domingo Giménez Cánovas

Session 3

Thursday, 21st June, 2018, 15:00 - 17:00, Room 10.4

Chair: Ana Belén Gil González - University of Salamanca (Spain)

  • Relaxation Method of Convolutional Neural Network for Natural Language Processing - Ryo Iwasaki, Taku Hasegawa, Naoki Mori, and Keinosuke Matsumoto
  • Simple and Linear Bids in Multi-agent Daily Electricity Markets: A Preliminary Report - Hugo Algarvio, Fernando Lopes, and João Santana
  • Fault tolerance in DisCSP : several failures case - Fadoua Chakchouk, Sylvain Piechowiak, René Mandiau, Julien Vion, Makram Soui, and Khaled Ghedira
  • Computer Vision and the Internet of Things Ecosystem in the Connected Home - Carlos Alberto Lopez Castaño, Carlos Diego Ferrin and Luis Fernando Castillo Ossa
  • Distributed System Integration Driven by Tests - Jose-Luis Poza-Luján, Juan-Luis Posadas-Yagüe, and Stephan Kröner
  • Coordination Platform for a Swarm of Mobile Robots - John Chavez, Jonatan Gómez, and Ernesto Córdoba
  • Predicting Market Index by Combining Financial Time-Series Forecasting and Sentiment Analysis using Soft Computing - Dinesh Kumar Saini, Kashif Zia, and Eimad Abusham

Session 4

Thursday, 21st June, 2018, 17:45 - 19:45, Room 10.4

Chair: Naoki Mori, Osaka Prefecture University (Japan)

  • Distributed Group Analytical Hierarchical Process by Consensus - Miguel Rebollo, Alberto Palomares, and Carlos Carrascosa
  • Intelligent Flight in Indoor Drones - Giovanny-Javier Tipantuña-Topanta, Francisco Abad, Ramón Mollá, Jose-Luis Poza-Luján, and Juan-Luis Posadas-Yague
  • Privacy Preserving Expectation Maximization (EM) Clustering Construction - Mina Sheikhalishahi, and Mona Hamidi
  • A Framework for Group Decision-Making: Including Cognitive and Affective Aspects in a MCDA Method for Alternatives Rejection - Joao Carneiro, Luís Conceição, Diogo Martinho, Goreti Marreiros, and Paulo Novais
  • Domain identification through sentiment analysis - Ricardo Martins, José Almeida, Pedro Henriques, and Paulo Novais
  • Combining Image and Non-Image Clinical Data: An Infrastructure That Allows Machine Learning Studies in a Hospital Environment - Raphael Espanha, Frank Thiele, Georgy Shakirin, Jens Roggenfelder, Sascha Zeiter, Pantelis Stavrinou, Victor Alves, and Michael Perkuhn
  • A novel hybrid multi-criteria decision-making model to solve UA-FLP - Laura Garcia-Hernandez, Lorenzo Salas-Morera, H. Pierreval, and Antonio Arauzo-Azofra

Session 5

Friday, 22nd, 2018, 11:30 - 13:30, Room 10.4

Chair: Carlos Carrascosa - GTI-IA DSIC Universidad Politecnica de Valencia (Spain)

  • Robust noisy speech recognition using Deep Neural Support Vector Machines - Rimah Amami, and Dorra Ben Ayed
  • Preliminary Study of Mobile Device-based Speech Enhancement System Using Lip-reading - Kenji Matsui, Yuta Matsunaga, Yoshihisa Nakatoh, Yumiko O. Kato, Daniel Lopez-Sanchez, Sara Rodríguez González, and Juan Manuel Corchado
  • Social Services Diagnosis by Deep Learning - Emilio Serrano, and Pedro del Pozo-Jiménez
  • Automatic Music Generation by Deep Learning - Juan Carlos García, and Emilio Serrano
  • Moodsically. Personal Music Management Tool with Automatic Classification of Emotions - Jorge García Vicente, Ana Belén Gil González, Ana de Luis Reboredo, Diego Sánchez Moreno, and María N. Moreno García
  • A Computational Analysis of Psychopathy Based on a Network-Oriented Modeling Approach - Freke van Dijk, and Jan Treur
  • An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases - Sarah van Gerwen, Aram van Meurs, and Jan Treur

Session 6

Friday, 22nd, 2018, 15:00 - 17:00, Room 10.4

Chair: Miguel Rebollo - Universitat Politècnica de València (Spain)

  • AllergyLESS. An intelligent recommender system to reduce exposition time to allergens in smart-cities - José Antonio García-Díaz, José Ángel Noguera-Arnaldos, Maria Luisa Hernandez-Alcaraz, Isabel María Robles-Marín, Francisco Garcia-Sanchez, and Rafael Valencia-Garcia
  • Guided evolutionary search for Boolean networks in the density classification problem - Thiago De Mattos, and Pedro Paulo Balbi de Oliveira
  • Peculiarity Classification of Flat Finishing Motion based on Tool Trajectory by using Self-Organizing Maps - Masaru Teranishi, Shimpei Matsumoto, and Hidetoshi Takeno
  • Classification of Human Body Smell by Learning Vector Quantization - Sigeru Omatu
  • A multi-objective evolutionary proposal for matching students to supervisors - Victor Sanchez-Anguix, Rithin Chalumuri, and Vicente Julian
  • Real-Time Conditional Commitment Logic and Duration Communication Interpreted Systems - Bozena Wozna-Szczesniak, and Ireneusz Szczesniak
  • GarbMAS: Simulation of the application of gamification techniques to increase the amount of recycled waste through a multi-agent system - Alfonso González-Briones, Diego Valdeolmillos, Roberto Casado-Vara, Pablo Chamoso, José A. García Coria, Enrique Herra-Viedma, and Juan M. Corchado

Special Sessions

Complexity in Natural and Formal Languages (CNFL)

Wednesday, 20th June, 2018, 11:30 - 13:30, Room 10.7

Chair: M. Dolores Jiménez López, Universitat Rovira i Virgili (Spain)

  • Structured methods of representation of the knowledge - Francisco João Pinto
  • An Approach to Measure Complexity within the boundaries of a Natural Fuzzy Grammar - Adria Torrens
  • Syntax-Semantics Interfaces of Modifiers - Roussanka Loukanova
  • Natural Language Complexity and Machine Learning - Leonor Becerra-Bonache, and M. Dolores Jimenez-Lopez

Social Modelling of Ambient Intelligence in Large Facilities (SMAILF)

Wednesday, 20th June, 2018, 15:00 - 17:00, Room 10.7

Chair: Alberto Fernandez - CETINIA. University Rey Juan Carlos (Spain)

  • Exploiting User Movements to Derive Recommendations in Large Facilities - Jürgen Dunkel, Ramón Hermoso, and Florian Rückauf
  • Using queueing networks to approximate pedestrian simulations - Ismael Sagredo-Olivenza, Marlon Cárdenas-Bonett, and Jorge J. Gómez-Sanz
  • An Agent-based Simulation Model for Emergency Egress - Álvaro Carrera, Eduardo Merino, Pablo Aznar, Guillermo Fernández, and Carlos A. Iglesias
  • On the use of elevators during emergency evacuation - Qasim Khalid, Marin Lujak, Alberto Fernandez, and Arnaud Doniec
  • Time analysis of the integration of simulators for an AmI Environment - Alvaro Sanchez-Picot, Diego Sánchez-De-Rivera, Tomas Robles, and Jaime Jiménez

Web and Social Media Mining (WASMM)

Thursday, 21st June, 2018, 17:45 - 19:45, Room 10.7

Chair: Ana Belén Gil González - University of Salamanca (Spain)

  • Twitter's experts recommendation system based on user content - Diego M. Jiménez-Bravo, Juan F. De Paz, and Gabriel Villarrubia
  • A text mining-based approach for analyzing information retrieval in Spanish: music data collection as a case study - Juan Ramos, and Lucía Martín Gómez
  • Social influence-based similarity measures for user-user collaborative filtering applied to music recommendation - Diego Sánchez-Moreno, Javier Pérez Marcos, Ana Belén Gil González, Vivian López Batista, and María N. Moreno-García
  • Convolutional neural networks and transfer learning applied to automatic composition of descriptive music - Lucía Martín-Gómez, Javier Pérez-Marcos, María Navarro-Cáceres, and Sara Rodríguez-González
  • Classifying Emotions in Twitter Messages using a 
Deep Neural Network - Isabela R. R. Da Silva, Ana C. E. S. Lima, Rodrigo Pasti, and Leandro N. De Castro
  • Tree-structured Hierarchical Dirichlet Process - Md. Hijbul Alam, Jaakko Peltonen, Jyrki Nummenmaa, and Kal Jarvelin
  • Estimated Rating Based on Hours Played for Video Game Recommendation - Javier Pérez-Marcos, Diego Sánchez-Moreno, Vivian López Batista, and María Dolores Muñoz

Advances on Demand Response and Renewable Energy Sources in Smart Grids (ADRESS)

Thursday, 21st June, 2018, 16:00 - 17:00, Room 10.7

Chair: Zita Vale - GECAD - ISEP/IPP (Portugal)

  • UCB1 based reinforcement learning model for adaptive energy management in buildings - Rui Andrade, Tiago Pinto, Isabel Praça, and Zita Vale
  • Electricity price forecast for futures contracts with artificial neural network and spearman data correlation - Joao Nascimento, Tiago Pinto, and Zita Vale
  • Demand Response Implementation in an Optimization Based SCADA Model Under Real-Time Pricing Schemes - Mahsa Khorram, Pedro Faria, Omid Abrishambaf, and Zita Vale

AI–driven methods for Multimodal Networks and Processes Modeling (AIMPM I)

Thursday, 21st June, 2018, 11:30 - 13:30, Room 10.7

Chair: Slawomir Klos, University of Zielona Góra (Poland)

  • Food supply chain optimization – a hybrid approach - Paweł Sitek, Jarosław Wikarek, and Tadeusz Stefanski
  • The Use of the Simulation Method in Analysing the Performance of a Predictive Maintenance System - Slawomir Klos, and Justyna Patalas-Maliszewska
  • Modelling of Knowledge Resources for Preventive Maintenance - Justyna Patalas-Maliszewska, and Sławomir Kłos
  • Practical application of a multimodal approach in simulation modeling of production and assembly systems - Pawel Pawlewski
  • Method of quality assessment of the implementation of design patterns used in production - Rafał Wojszczyk, and Piotr Stola
  • Routing and scheduling of Unmanned Aerial Vehicles subject to cyclic production flow constraints - Grzegorz Bocewicz, Peter Nielsen, Zbigniew Banaszak, and Amila Thibbotuwawa
  • World Wide Web CBIR searching using Query by Approximate Shapes - Roman Deniziak, and Tomasz Michno

AI–driven methods for Multimodal Networks and Processes Modeling (AIMPM II)

Thursday, 21st June, 2018, 15:00 - 16:00, Room 10.7

Chair: Slawomir Klos, University of Zielona Góra (Poland)

  • Defect Prediction in Software Using Predictive Models Based on Historical Data - Daniel Czyczyn-Egird, and Adam Slowik
  • The use of artificial neural networks in tomographic reconstruction of soil embankments - Tomasz Rymarczyk, Grzegorz Kłosowski, and Arkadiusz Gola
  • Occurrences management in a smart-city context - Mário Ferreira, João Ramos, and Paulo Novais

Decision Economics (DECON I)

Thursday, 21st June, 2018, 15:00 - 17:00, Clock Room

Chair: Edgardo Bucciarelli, University of Chieti-Pescara (Italy)

  • A mediation model of absorptive and innovative capacities: The case of Spanish family businesses - Felipe Hernández-Perlines, and Wenkai Xu
  • Do ICTs matter for Italy? - Daniela Cialfi, and Emiliano Colantonio
  • Relationship of Weak Modularity and Intellectual Property Rights for Software Products - Stefan Kambiz Behfar, and Qumars Behfar
  • A statistical tool as a decision support in enterprise financial crisis - Francesco De Luca, Stefania Fensore, and Enrica Meschieri
  • Effective land-use and public regional planning in the mining industry: The case of Abruzzo - Francesco De Luca, Stefania Fensore, and Enrica Meschieri
  • Do Information Quantity and Transmission Make A Difference to the Stable Contrarian? - Hung-Wen Lin, Jing-Bo Huang, Kun-Ben Lin, and Shu-Heng Chen.

Decision Economics (DECON II)

Friday, 22nd, 2018, 11:30 - 13:30, Room 10.7

Chair: Edgardo Bucciarelli, University of Chieti-Pescara (Italy)

  • Scholarship, Admission and Application of Postgraduate Program - Yehui Lao, Zhiqiang Dong, and Xinyuan Yang
  • The mathematics of interdependence for superordinate decision-making with teams - Lawless, W.F.
  • Optimal Noise Manipulation in Asymmetric Tournament - Zhiqiang Dong, and Zijun Luo
  • Google Trends and Cognitive Finance: Lessons Gained from the Taiwan Stock Market - Pei-Hsuan Shen, Shu-Heng Chen, and Tina Yu
  • Research on the evaluation of scientists based on weighted h-index - Feng Guo-He, and Xing-Qing Mo
  • Exit, voice and loyalty in consumers’ online-posting behavior: An empirical analysis of reviews and ratings found on - Tony Ernesto Persico, Giovanna Sedda, and Assia Liberatore

Decision Economics (DECON III)

Friday, 22nd, 2018, 15:00 - 17:00, Room 10.7

Chair: Assia Liberatore, University of Chieti-Pescara (Italy)

  • Towards a natural experiment leveraging the power of big data to analyse and predict users’ behavioural patterns within an online consumption setting - Raffaele Dell’Aversana, and Edgardo Bucciarelli
  • Decision analysis based on artificial neural network for feeding an industrial refrigeration system through the use of photovoltaic energy - Fabio Porreca
  • Decision-Making Process Underlying Travel Behavior and Its Incorporation in Applied Travel Models - Peter Vovsha
  • Subgroup optimal decisions in cost-effectiveness analysis - E. Moreno, F.J. Vázquez-Polo, M.A. Negrín, and M. Martel-Escobar
  • Formalisation of Situated Dependent-Type Theory with Underspecified Assessments - Roussanka Loukanova
  • Auto Regressive Integrated Moving Average Modeling and Support Vector Machine Classification of Financial Time Series - Alexander Kocian, and Stefano Chessa

Communications, Electronics and Signal Processing (CESP)

Thursday, 21st June, 2018, 18:45 - 19:45, Clock Room

Chair: Javier Prieto, University of Salamanca (Spain)

  • Blur restoration of confocal microscopy with depth and horizontal dependent PSF - Yuichi Morioka, Katsufumi Inoue, Michifui Yoshioka, Masaru Teranishi, and Takashi Murayama
  • Static Dataflow Analysis for Soft Real-Time System Design - Alexander Kocian, and Stefano Chessa
  • Mobile application for smart city management - Vivian F. López, María N. Moreno, Pablo Chamoso, Emilio S. Corchado, and Belén Pérez
  • Virtual Organization for Fintech Management - Elena Hernández, Angélica González, Belén Pérez, Ana de Luis Reboredo, and Sara Rodríguez

Doctoral Consortium

Session I: Doctoral Consortium

Thursday, 21st June, 2018, 15:00 - 17:00, Room 21.1.15

Chair: Sara Rodríguez, University of Salamanca (Spain)

  • An on-going framework for easily experimenting with deep learning models for bioimaging analysis - Manuel García, César Domínguez, Jónathan Heras, Eloy Mata and Vico Pascual
  • Towards Integrating ImageJ with deep biomedical models - Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata and Vico Pascual
  • Integrating Biological Context into the Analysis of Gene Expression Data - Cindy Perscheid and Matthias Uflacker
  • Applying scale-invariant dynamics to improve consensus achievement of agents in motion - Ilja Rausch, Yara Khaluf, and Pieter Simoens
  • Towards to secure an IoT Adaptive Environment System - Pedro Oliveira, Tiago Pedrosa, Paulo Novais and Paulo Matos
  • Matlab GUI Application for Moving Object Detection and Tracking - Beibei Cui and Jean-Charles Creput
  • Software Defined Networks and Data Distribution Service as key features for the 5G Control Plane - Alejandro Llorens-Carrodeguas, Cristina Cervelló-Pastor and Irian Leyva-Pupo
  • Towards Computer-Aided Differential Diagnosis: A Holonic Multi-Agent Based Medical Diagnosis System - Zohreh Akbari and Rainer Unland
  • Automatic screening of glaucomatous optic papilla based on smartphone images and patient's anamnesis data - Jose Carlos Raposo Da Camara

Session II: Doctoral Consortium

Thursday, 21st June, 2018, 17:45 - 19:45, Room 21.1.15

Chair: María Navarro, University of Salamanca (Spain)

  • The Resources Placement Problem in a 5G Hierarchical SDN Control Plane - Irian Leyva-Pupo, Cristina Cerelló-Pastor and Alejandro Llorens-Carrodeguas
  • Computational Analysis of Multiple Instance Learning-based Systems for Automatic Visual Inspection: A Doctoral Research Proposal - Eduardo-Jose Villegas-Jaramillo and Mauricio Orozco-Alzate
  • An Agent-Based model for Energy Management of Smart Home: Residences’ Satisfaction Approach - Mahoor Ebrahimi and Amin Hajizade
  • Interaction Analysis in Asperger through virtual media of text communication - Manuel Arroyave, Luis Fernando Castillo, Gustavo Isaza and Manuel Bedia
  • A Novel Agent-Based Platform for Wide-Area Monitoring and Control in Power Systems - Amin Nassaj
  • An Agent-Based Model for Optimal Voltage Control and Power Quality by Electrical Vehicles in Smart Grids - Amirabbas Hadizade
  • Stock recommendation platform based on the environment. INSIDER - Elena Hernández Nieves
  • A self-organized multiagent system for Industry 4.0 - Inés Sittón Candanedo
  • Blockchain-based distributed cooperative control algorithm for WSN monitoring - Roberto Casado-Vara

Short Papers

Thursday, 21st June, 2018, 17:45 - 18:45, Clock Room

Chair: Sara Rodríguez, University of Salamanca (Spain)

  • Administration 4.0: The challenge of institutional competitiveness as a requisite for development - Pedro T. Nevado-Batalla Moreno
  • Programmed physical activity for the elderly as motor of the active aging - Galo Sánchez, Valeria Lobina
  • Visualizing History: a Virtual Timeline for Teaching and Learning Historical Sciences - Elena Llamas-Pombo
  • Analysis of Quality of live in the deaf community from a blog - María Cruz Sánchez-Gómez, Ariana Castillo Alzuguren and María Victoria Martín-Cilleros
  • A data mining approach applied to wireless sensor net-works in greenhouses - José Antonio Castellanos Garzón, Yeray Mezquita Martín, José Luis Jaimes S. and Santiago M. López G.
  • Towards an adaptive and personalized assessment model based on ontologies, context and collaborative filtering - Oscar Mauricio Salazar Ospina, Demetrio Arturo Ovalle Carranza and Fernando De La Prieta