CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
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CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain)
SOCO 2019
14th International Conference on Soft Computing Models in
Industrial and Environmental Applications
2019.sococonference.eu
CISIS 2019
12th International Conference on Computational Intelligence
in Security for Information Systems
2019.cisisconference.eu
ICEUTE 2019
10th International Conference on EUropean Transnational
Education
2019.iceuteconference.eu
1
2
- PREFACE -
International Conference SOCO’19
This volume of Advances in Intelligent which are published in these conferen-
and Soft Computing contains accepted ce proceedings and represents an ac-
papers presented at SOCO 2019 confe- ceptance rate of 45%. In this relevant
rence held in the beautiful and historic edition a special emphasis was put on
city of Seville (Spain), in May 2019. the organization of special sessions.
Four special session was organized
Soft computing represents a collec- related to relevant topics as: Soft Com-
tion or set of computational techni- puting Methods in Manufacturing and
ques in machine learning, computer Management Systems; Soft Compu-
science and some engineering disci- ting Applications in the Field of Indus-
plines, which investigate, simulate, and trial and Environmental Enterprises;
analyze very complex issues and phe- Optimization, Modeling and Control by
nomena. Soft Computing Techniques and Soft
Computing in Aerospace, Mechanical
After a through peer-review process, and Civil Engineering: New methods
the 14th SOCO 2019 International Pro- and Industrial Applications.
gram Committee selected 57 papers
3
The selection of papers was extremely Lyon, Lyon, France).
rigorous in order to maintain the high
quality of the conference and we would Particular thanks go as well to the con-
like to thank the members of the Pro- ference main sponsors, Startup Ole,
gram Committees for their hard work in IEEE-SMC Spanish Chapter who jointly
the reviewing process. This is a crucial contributed in an active and constructi-
process to the creation of a high stan- ve manner to the success of this initia-
dard conference and the SOCO con- tive. We would like to thank all the spe-
ference would not exist without their cial session organizers, contributing
help. authors, as well as the members of the
Program Committees and the Local Or-
SOCO 2019 enjoyed outstanding key- ganizing Committee for their hard and
note speeches by distinguished guest highly valuable work. Their work has
speakers: Prof. Dieu Tien Bui (Universi- helped to contribute to the success of
ty of South-Eastern Norway), Prof. Juan the SOCO 2019 event.
M. Corchado (University of Salaman-
ca), Prof. Julien Jacques (University of
The Editors
Francisco Martínez-Álvarez
Alicia Troncoso
José Antonio Sáez Muñoz
Héctor Quintián
May, 2019 Emilio Corchado
4
International Conference CISIS-ICEUTE’19
This volume of Advances in Intelligent After a through peer-review process,
and Soft Computing contains accepted the CISIS 2019 International Program
papers presented at CISIS 2019 and Committee selected 20 papers which
ICEUTE 2019, both conferences held in are published in these conference pro-
the beautiful and historic city of Seville ceedings achieving an acceptance rate
(Spain), in May 2019. of 30%. In this relevant edition a special
emphasis was put on the organization
The aim of the 12th CISIS 2019 con- of special sessions. One special ses-
ference is to offer a meeting opportu- sion was organized related to relevant
nity for academic and industry-related topics as: From the least to the least:
researchers belonging to the various, cryptographic and data analytics solu-
vast communities of Computational tions to fulfil least minimum privilege
Intelligence, Information Security, and and endorse least minimum effort in
Data Mining. The need for intelligent, information systems.
flexible behaviour by large, complex
systems, especially in mission-critical In the case of 10th ICEUTE 2019, the
domains, is intended to be the catalyst International Program Committee se-
and the aggregation stimulus for the lected 15 papers, which are published
overall event. in these conference proceedings. Two
special session were organized related
5
to relevant topics as: Looking for Came- (University of South-Eastern Norway),
lot: New Approaches to Asses Compe- Juan M. Corchado (University of Sala-
tencies; Innovation in Computer Scien- manca) and Prof. Julien Jacques (Uni-
ce Education. versity of Lyon).
The selection of papers was extremely Particular thanks go as well to the con-
rigorous in order to maintain the high ference main sponsors, Startup Ole,
quality of the conference and we would IEEE-SMC Spanish Chapter, The Inter-
like to thank the members of the Pro- national Federation for Computational
gram Committees for their hard work Logic, who jointly contributed in an
in the reviewing process. This is a cru- active and constructive manner to the
cial process to the creation of a high success of this initiative. We would like
standard conference and the CISIS and to thank all the special session organi-
ICEUTE conferences would not exist wi- zers, contributing authors, as well as
thout their help. the members of the Program Commit-
tees and the Local Organizing Commi-
CISIS 2019 and ICEUTE 2019 conferen- ttee for their hard and highly valuable
ces enjoyed outstanding keynote spee- work. Their work has helped to contri-
ches by distinguished guest speakers: bute to the success of the CISIS 2019
Prof. Dieu Tien Bui and ICEUTE 2019 events.
The Editors
Francisco Martínez-Álvarez
Alicia Troncoso
José Antonio Sáez Muñoz
Héctor Quintián
May, 2019 Emilio Corchado
6
- PLENARY SPEAKERS -
Prof. Dieu Tien Bui
Associate Professor at the Geographic Information System Group, Department of Business
and IT, University of South-Eastern Norway.
He received his M.Sc. degree in Cartographic Enginee-
ring from Hanoi University of Mining and Geology, Ha-
noi, Vietnam, in 2004, and his Ph.D. in Geomatics from
the Norwegian University of Life Sciences, Norway, in
2013. He has more than 100 publications, including >
80 articles published in Science Citation Index (SCI/
SCIE) scientific journals, > 10 book chapters published
by Springer and Elsevier. His research interests include
Date: Monday, 13 GIS, remote sensing, and artificial intelligence and ma-
Hour: 11:00 - 12:00 chine learning for natural hazards and environmental
Building: 45 problems such as landslides, floods and forest fires,
Room: Sala de tesis ground biomass, and structural displacement.
Prof. Juan Manuel Corchado
Director - BISITE Research Group, University of Salamanca, Salamanca, Spain
Director - European IoT Digital Innovation Hub
President – AIR INSTITUTE
Juan Manuel Corchado (born May 15, 1971 in Salaman-
ca, Spain). He is Full Professor with Chair at the Univer-
sity of Salamanca. He was Vice President for Research
and Technology Transfer from December 2013 to De-
cember 2017 and the Director of the Science Park of
the University of Salamanca, Director of the Doctoral
School of the University until December 2017 and also,
he has been elected twice as the Dean of the Faculty of
Date: Tuesday, 14
Science at the University of Salamanca. In addition to
Hour: 11:00 - 12:00
a PhD in Computer Sciences from the University of Sa- Building: 45
lamanca, he holds a PhD in Artificial Intelligence from Room: Sala de tesis
the University of the West of Scotland. Juan Manuel
7
Corchado is Visiting Professor at Osaka Institute of Technology since January
2015, Visiting Professor at the Universiti Malaysia Kelantan and a Member of the
Advisory group on Online Terrorist Propaganda of the European Counter Terrorism
Centre (EUROPOL).
Corchado is the Director of the European IoT Digital Innovation Hub and of the BI-
SITE (Bioinformatics, Intelligent Systems and Educational Technology) Research
Group, which he created in the year 2000, President of the AIR Institute, Academic
Director of the Institute of Digital Art and Animation of the University of Salaman-
ca and has been President of the IEEE Systems, Man and Cybernetics Spanish
Chapter. He also oversees the Master´s programs in Digital Animation, Security,
Blockchain, IoT, Mobile Technology, Information Systems Management and Agile
Project Management at the University of Salamanca.
Corchado has supervised more than 25 PhD theses, is author of over 800 research
peer review papers and books, has chaired the scientific committee of more than
30 international conferences, and is also Editor-in-Chief of Specialized Journals
like ADCAIJ (Advances in Distributed Computing and Artificial Intelligence Jour-
nal) and OJCST (Oriental Journal of Computer Science and Technology).
Prof. Julien Jacques
Professor in Statistics at ERIC Laboratory (University de Lyon, Lyon, France).
Julien Jacques received his Ph.D. degree in Applied
Mathematics from University of Grenoble, France. In
2006 he joined University of Lille where he holds the
position of Associate Professor. In 2014, he joined
University of Lyon as Full Professor in Statistics. His
current research in statistical learning concerns the
design of clustering algorithm for functional data, or-
dinal data and mewed-type data. He is a member of the
French Society of Statistics. Date: Wednesday, 15
Hour: 11:00 - 12:00
Building: 45
Room: Sala de tesis
8
9
TIME MONDAY 13 TUESDAY 14 WEDNESDAY 15
Registration (Open the
08:00 Registration (Open the whole day) Registration (Open the whole day)
whole day)
08:30-09:30 SOCO CISIS
SOCO CISIS SOCO
TEMPORAL DATA SOCO SOCO SS01 (5) ICEUTE
SS01 (6) GT01 (7) APPLICA-
ANALYSIS (7) SS02 (9) SS03 (6) *Starting at SS02 (8)
09:30-10:15 TIONS (6)
9:00
10:15-10:30 Opening
Coffe break (and also IEEE-SMC Spanish
10:30-11:00 Coffe break Coffe break
Chapter anual meeting)
11:00-12:00 11:00-12:00 11:00-12:00
11:00-12:00 Plenary Speaker Plenary Speaker Plenary Speaker
Prof. Dieu Tien Bui Prof. Juan Manuel Corchado Rodríguez Prof. Julien Jacques
SOCO
12:00-13:00 SOCO SOCO DATA GENERATION
CISIS ICEUTE AND PREPARATION (4)
MACHINE SMART CITIES &
GT02 (8) SS01 (7)
LEARNING (8) IOT (6) SOCO
13:00-14:00
SS04 (5)
14:00-16:00 Lunch Lunch
16:00-18:30 FREE TIME FREE TIME
SEVILLA GUIDED TOUR FLAMENCO SHOW (sala Baraka)
18:30-20:30
(18:30-20:30) (19:30-20:30)
20:30 COCKTAIL (Hotel Sevilla Boutique) GALA DINNER (Río Grande)Special Sessions
SOCO
SS01 SOFT COMPUTING METHODS IN MANUFACTURING AND MANAGEMENT SYSTEMS
SS02 SOFT COMPUTING APPLICATIONS IN THE FIELD OF INDUSTRIAL AND ENVIRONMENTAL ENTERPRISES
SS03 OPTIMIZATION, MODELING AND CONTROL BY SOFT COMPUTING TECHNIQUES
SOFT COMPUTING IN AEROSPACE, MECHANICAL AND CIVIL ENGINEERING: NEW METHODS AND
SS04 INDUSTRIAL APPLICATIONS
CISIS
FROM THE LEAST TO THE LEAST: CRYPTOGRAPHIC AND DATA ANALYTICS SOLUTIONS TO FULFILL LEAST
SS01
MINIMUM PRIVILEGE AND ENDORSE LEAST MINIMUM EFFORT IN INFORMATION SYSTEMS
ICEUTE
SS01 LOOKING FOR CAMELOT: NEW APPROACHES TO ASSES COMPETENCIES
SS02 INNOVATION IN COMPUTER SCIENCE EDUCATION
1011
Monday 13th
Room Sala de Tesis Room 45.1.11 Room 45.1.10 Room Sala de Tesis Room 45.1.11
SOCO: Time series CISIS GT01 SOCO SS01 SOCO: Machine learning CISIS GT02
1 1 65 57 31
2 5 69 25 34
27 7 10 37 36
48 16 66 41 39
34 17 68 43 45
38 21 39 20 46
51 22 49 47
52 48
Tuesday 14th
Room Sala de Tesis Room 45.1.11 Room 45.1.10 Room Sala de Tesis Room 45.1.11
SOCO: SS02 CISIS SS01 SOCO: SS03 SOCO: Smart cities ICEUTE SS01
45 14 13 35 11
64 24 18 50 18
32 25 23 24 19
36 27 60 12 32
67 37 28 6 40
30 56 21 41
55 44
61
44Wednesday 15th
Room Sala de Tesis Room 45.1.11 Room Sala de Tesis
SOCO: Applications ICEUTE: SS02 SOCO: Data preparation
4 8 70
58 12 46
53 13 26
59 23 42
16 28 SOCO SS04
54 30 15
35 19
42 14
17
62
12Monday, 13th
Session SOCO: Temporal data Analysis
Hour: 08:30 - 10:15 Room: Sala de tesis
Chair: Miguel Cárdenas
ID Title Authors
Ensemble Deep Learning for Forecasting
Miguel Cárdenas Montes and
01 222
Rn Radiation Level at Canfranc Under-
Iván Méndez-Jiménez
ground Laboratory
Search of Extreme Episodes in Urban Ozone
02 Maps
Miguel Cárdenas Montes
A Novel Heuristic Approach for the Simulta-
neous Selection of the Optimal Clustering Adriana Navajas, Diana Manja-
27 Method and its Internal Parameters for Time rrés, Eva Portillo and Itziar Landa
Series Data
Steffanie Van Roode Fuentes,
A hybrid approach for short-term NO2 fo-
Ignacio Turias Domínguez, Juan
48 recasting: Case study of Bay of Algeciras
Jesus Ruiz Aguilar and Javier
(Spain)
González Enrique
Context-Aware Data Mining vs Classical Anca Avram, Oliviu Matei, Came-
34 Data Mining: Case Study on Predicting Soil lia-M. Pintea, Petrica C. Pop and
Moisture Carmen Ana Anton
DTW as alignment function in the context of Enrique De La Cal Marín, José
38 Time Series balancing Ramón Villar and Javier Sedano
Mirko Fáñez, José Ramón Villar,
Feature clustering to improve Fall Detection:
51 a preliminary study
Enrique De La Cal Marín, Víctor
Gonzalez and Javier Sedano
13SOCO SS01: Soft Computing Methods in Manufacturing and Ma-
nagement Systems
Hour: 08:30 - 10:15 Room: 45.1.10
Chair: Damian Krenczyk
ID Title Authors
A hybrid heuristic algorithm for multi-man-
65 ned assembly line balancing problem with Damian Krenczyk and Karol Dziki
location constraints
A comparison analysis of the computer si- Cezary Grabowik, Grzegorz Cwi-
69 mulation results of the real production sys- kla, Krzysztof Kalinowski and
tem Magdalena Kuc
Multiple Fault Diagnosis in Manufacturing Pedro J. Rivera Torres, Antônio
10 Processes and Machines using Probabilistic José Silva Neto and Orestes Lla-
Boolean Networks nes-Santiago
Concurrent planning and scheduling of hete- Bozena Skolud, Agnieszka Szo-
66 rogeneous production system. Case study. pa and Krzysztof Kalinowski
Multi-domain, advisory computing system in Krzysztof Niemiec and Damian
68 continuous manufacturing processes Krenczyk
Grzegorz Cwikla, Cezary Gra-
Assessment of similarity of elements as a
39 basis for production costs estimation bowik, Krzysztof Banczyk and
Lukasz Wiecha
14CISIS: General Track 01
Hour: 08:30 - 10:15 Room: 45.1.11
Chair: Petrica Pop
ID Title Authors
Perturbing Convolutional Feature Maps with Yasar Rehman, Lai-Man Po,
01 Histogram of Oriented Gradients for Face Li- Mengyang Liu, Zijie Zou and
veness Detection Weifeng Ou
Sarah Wunderlich, Markus Ring,
Comparison of System Call Representations
05 for Intrusion Detection
Dieter Landes and Andreas Ho-
tho
Efficient Verification of Security Protocols Agnieszka Zbrzezny, Sabina Szy-
07 Time Properties using SMT solvers moniak and Mirosław Kurkowski
A Framework of New Hybrid Features for
16 Intelligent Detection of Zero Hour Phishing Thomas Nagunwa
Websites
Juan F. Garcia and Miguel V. Ca-
17 Mirkwood: An online parallel crawler
rriegos
Improving SVM Classification on Imbalan-
Nga Tran, Dat Tran, Shuangzhe
21 ced Datasets for EEG-based Person Authen-
Liu, Linh Trinh and Tien Pham
tication
Solving the Test Case Prioritization Problem
Andreea Vescan, Camelia-M.
22 with secure features using Ant Colony Sys-
Pintea and Petrica Pop
tem
15SOCO: Machine Learning
Hour: 12:00 - 14:00 Room: Sala de tesis
Chair: Beatriz Pontes
ID Title Authors
José David Martín-Fernández,
Indexes to find the optimal number of clus- José María Luna-Romera, Bea-
57 ters in a hierarchical clustering triz Pontes and José Cristóbal
Riquelme-Santos
Analysis and Application of Normalization Iratxe Niño-Adan, Itziar Lan-
25 Methods with Supervised Feature Weighting da-Torres, Eva Portillo and Diana
to Improve K-means Accuracy Manjarres
Classifying Excavator Operations with Fu-
37 sion Network of Multi-Modal Deep Learning Jinyoung Kim and Sungbae Cho
Models
A Study on Trust in Black Box Models and Nadia El Bekri, Jasmin Kling and
41 Post-Hoc Explanations Marco Huber
Kemilly Garcia, Tiago Carvalho,
A Study on Hyperparameter Configuration João Moreira, João M.P. Cardo-
43 for Human Activity Recognition so and André C.P.L.F. de Carval-
ho
A Fuzzy Approach for Sentences Relevance Eduardo Valladares-Valdés, Al-
20 Assessment in Multi-Document Summariza- fredo Simón-Cuevas, Francisco
tion P. Romero and José A. Olivas
Online estimation of the state of health of a Luciano Sanchez, Jose Otero,
49 rechargeable battery through distal learning David Ansean Gonzalez, Manue-
of a fuzzy model la González and Inés Couso
A proposal for the development of lifelong David Griol, Araceli Sanchis and
52 dialog systems Jose Manuel Molina
16CISIS: General Track 02
Hour: 12:00 - 14:00 Room: 45.1.11
Chair: Ciprian Pungila
ID Title Authors
Toward an Privacy Protection based on Ac-
Son Ha Xuan, Hoang Nguyen
31 cess Control Model in Hybrid Cloud for Heal-
Minh and Vo Hong-Khanh
thcare Systems
Video Anomaly detection and localization in Mariem Gnouma, Ridha Ejbali
34 crowded scenes and Mourad Zaied
Beta chaotic map based image steganogra- Rim Zahmoul, Afef Abbes, Ridha
36 phy Ejbali and Mourad Zaied
Deep wavelet extreme learning machine for Siwar Yahia, Salwa Said and
39 data classification Mourad Zaied
Palm vein age and gender estimation using Wafa Damak, Randa Boukhris,
45 Center Symmetric-Local Binary Pattern Alima Damak and Dorra Sellami
Silvia Gonzalez, Álvaro Herrero,
Neuro-Evolutionary Feature Selection to De-
46 tect Android Malware
Javier Sedano and Emilio Cor-
chado
Improving Blockchain Security Validation
47 and Transaction Processing Through Hete- Ciprian Pungila and Viorel Negru
rogeneous Computing
Esteban Jove, José M. Gonzá-
lez-Cava, José-Luis Castelei-
Anomaly detection on patients undergoing
48 general anesthesia
ro-Roca, Héctor Quintián, Juan
Albino Méndez-Pérez and José
Luis Calvo-Rolle
17Tuesday, 14th
CISIS SS01: From the least to the least: cryptographic and data
analytics solutions to fulfill least minimum privilege and endorse
least minimum effort in information systems
Hour: 08:30 - 10:30 Room: 45.1.11
Chair: Víctor Gayoso
ID Title Authors
Iñigo Querejeta Azurmendi, Luis
An internet voting proposal towards impro- Hernández Encinas, David Arro-
14 ving usability and coercion resistance yo and Jorge L. Hernández-Ar-
dieta
Sara D. Cardell and Amparo Fus-
24 Linearization of cryptographic sequences
ter-Sabater
Amalia Beatriz Orúe López, Al-
fonso Blanco Blanco, Agustin
On-the-fly testing an implementation of
Martín Muñoz, Victor Gayoso
25 Arrow lightweight PRNG using a LabVIEW
Martínez, Oscar Martínez Grau-
framework
llera, Luis Hernández Encinas
and Fausto Montoya Vitini
Verónica Requena Arévalo,
A novel construction for streaming networks
27 with delays
Joan-Josep Climent and Diego
Napp
Hyot: leveraging Hyperledger for construc-
Jesús Iglesias García, Jesus
37 ting an event-based traceability system in
Diaz and David Arroyo
IoT
SOCO SS02: Soft computing applications in the field of industrial
and environmental enterprises
Hour: 08:30 - 10:30 Room: Sala de tesis
Chair: Álvaro Herrero
18ID Title Authors
Esteban Jove, José-Luis Cas-
Outlier generation and anomaly detection
teleiro-Roca, Héctor Quintián,
45 based on intelligent one-class techniques
Juan Albino Méndez-Pérez and
over a bicomponent mixing system
José Luis Calvo-Rolle
Dragan Simic, Vasa Svircevic,
Material Flow Optimization Using Milk Run
64 System in Automotive Industry
Vladimir Ilin, Svetislav D. Simic
and Svetlana Simic
Sergio Márquez Sánchez, Ro-
berto Casado Vara, Francisco
Smart PPE and CPE Platform for Electric In- Javier García Criado, Sara Ro-
32 dustry Workforce. dríguez González, Juan Manuel
Corchado Rodríguez and Javier
Prieto Tejedor
Acoustic Anomaly Detection Using Convolu- Taha Berkay Duman, Baris
36 tional Autoencoders in Industrial Processes Bayram and Gokhan Ince
One-Class Classification to Predict the Suc-
Álvaro Herrero and Alfredo Jime-
67 cess of Private-Participation Infrastructure
nez
Projects in Europe
Ana D. López-Sánchez, Alfredo
Optimizing a Bi-Objective Vehicle Routing
30 Problem appearing in industrial enterprises
G. Hernández-Díaz, Julián Moli-
na and Manuel Laguna
An industrial application of soft computing David Griol, Jose Manuel Molina
55 for the design of personalized call centers and Araceli Sanchis
Iago Vazquez, José Ramón Vi-
A preliminary study on Multivariate Time Se-
61 ries clustering
llar, Javier Sedano and Svetlana
Simic
Roberto Casado-Vara, Fernando
De La Prieta, Sara Rodríguez,
Adaptive fault-tolerant tracking control algo-
Jose Luis Calvo Rolle, Sergio
44 rithm for IoT systems: smart building case
Márquez Sánchez, G. Kumar Ve-
study
nayagamoorthy, Pastora Vega
and Javier Prieto
19SOCO SS03: Optimization, modelinh and control by soft compu-
ting techniques
Hour: 08:30 - 10:30 Room: 45.1.10
Chair: Eloy Irigoyen Gordo
ID Title Authors
Albert Ferrer Moreno, Ferran To-
Low Voltage Grid Operation Scheduling Con- rrent Fontbona, Joan Colomer
13 sidering Forecast Uncertainty Llinas and Joaquim Meléndez
Frigola
Ignacio Trojaola, Iker Elorza,
Iterative Learning Control for a Hydraulic
18 Cushion
Eloy Irigoyen, Aron Pujana and
Carlos Calleja
Daniela E Sanjinés, Vivian F.
Opinion Mining to Detect Irony in Twitter
23 Messages in Spanish
López, Ana B. Gil and María N.
Moreno
An efficient soft computing approach for sol-
Ovidiu Cosma, Petrica Pop and
60 ving the Two-Stage Transportation Problem
Ioana Zelina
with fixed costs
Takagi-Sugeno fuzzy incremental state mo- Basil Mohammed Al-Hadithi,
28 del for optimal control of a ball and beam José Miguel Adánez and Agus-
nonlinear model tín Jiménez
Cristina Puente, Alejandro So-
Time-Oriented System to Control Critical Me-
56 dications
brino, Augusto Villa-Monte and
Jose Angel Olivas
20SOCO: Smart Cities & IoT
Hour: 12:00 - 14:00 Room: Sala de tesis
Chair: David Gutiérrez-Avilés
ID Title Authors
Antonio M. Fernández, David
Real-Time Big Data Analytics in Smart Cities
35 from LoRa-based IoT Networks
Gutiérrez-Avilés, Alicia Troncoso
and Francisco Martínez-Álvarez
Deep learning in modeling energy cost of Marijana Zekic-Susac, Marinela
50 buildings in the public sector Knezevic and Rudolf Scitovski
Mario Alcántara Garrote, Ana
Framework for the detection of physiological
Belén Gil González, Ana de Luis,
24 parameters with musical stimuli based on
María N. Moreno García and Be-
IoT
lén Pérez Lancho
Sara Rodríguez-González, Fernado De la
Prieta and José Alberto García-Coria. Edge Inés Sittón-Candanedo, Ricardo
12 Computing architectures in Industry 4.0: a S. Alonso
general survey and comparison.
Predictive maintenance from event logs Jairo Cugliari, Stephane Bonne-
06 using wavelet-based features vay and Victoria Granger
Building robust prediction models for defec- Cláudio Rebelo De Sá, Arvind Ku-
21 tive sensor data using Artificial Neural Ne- mar Shekar, Hugo Ferreira and
tworks Carlos Soares
21ICEUTE SS01: Looking for camelot: new approaches t oasses
competencies
Hour: 12:00 - 14:00 Room: 45.1.11
Chair: Araceli Queiruga-Dios
ID Title Authors
Snezhana Gocheva-Ilieva, Mar-
Data Mining for Statistical Evaluation of ta Teofilova, Anton Iliev, Hristi-
11 Summative and Competency-Based Assess- na Kulina, Desislava Voynikova,
ments in Mathematics Atanas Ivanov and Pavlina Ata-
nasova
Maria Jesus Santos, Mario Mi-
Looking for the antidote for contaminated
18 water: learning through an escape game
guel, Araceli Queiruga-Dios and
Ascensión Hernández Encinas
Enhancing Collaborative Learning Through Júlia Justino and Silviano Ra-
19 Pedagogical Alignment fael
Araceli Queiruga-Dios, Gerar-
do Rodriguez Sanchez, Marie
Rules Math: Establishing assessment stan-
32 dards
Demlova, Deolinda Rasteiro, As-
censión Hernández Encinas and
Maria Jesus Santos Sánchez
Evaluate Mathematical Competencies in En- Deolinda Rasteiro and Cristina
40 gineering Using Video-Lessons Caridade
Statistical Methods - What is the problem Deolinda Rasteiro and Cristina
41 here? Caridade
Amalia Beatriz Orúe López, Alina
Enhancing the learning of Cryptography Maria Orúe López, Liliana Mon-
44 through Concept Maps toya Orue, Victor Gayoso Martí-
nez and Agustin Martin Muñoz
22Wednesday, 15th
SOCO: Applications
Hour: 08:30 - 10:30 Room: Sala de tesis
Chair: José Manuel López-Guede
ID Title Authors
Prototypical Metric Transfer Learning for
Harshita Seth, Pulkit Kumar and
04 Continuous Speech Keyword Spotting With
Muktabh Mayank Srivastava
Limited Training Data
Characteristic of WiFi Network Based on
58 Space Model with Using Turning Bands Anna Kaminska-Chuchmala
Co-Simulation Method
Inconsistency detection on Data Communi- Sonia Leon, José Antonio Ro-
53 cation standards using Information Extrac- dríguez Mondéjar and Cristina
tion techniques: the ABP case Puente Águeda
Alejandro Hernández, David Ál-
Mobile architecture for forest fire simulation
59 using PhyFire-HDWind model
varez, M. Isabel Asensio and
Sara Rodríguez
Maibeth Sánchez-Rivero, Mar-
A Proposal of Robust Leak Localization in
cos Quiñones Grueiro, Carlos
16 Water Distribution Networks using Differen-
Cruz, Antônio José Silva Neto
tial Evolution
and Orestes
Neural model of a specific single proton ex- Jose Manuel Lopez-Guede, Ma-
54 change membrane PEM fuel cell nuel Grana and Julian Estevez
23ICEUTE SS02: Innovation in computer science education
Hour: 08:30 - 10:30 Room: 45.1.11
Chair: Miguel García Torres
ID Title Authors
Miguel García Torres, David Be-
cerra Alonso, Francisco A. Gó-
Analysis of student achievement scores: A
08 machine learning approach
mez Vela, Federico Divina, Usa-
bel López Cobo and Francisco
Martínez Álvarez
Viviana E. Jiménez Chaves, Mi-
guel García Torres, José Luis
Analysis of teacher training in mathematics
Vázquez Noguera, César D. Ca-
12 in Paraguay’s elementary education system
brera Oviedo, Andrea P. Riego
using machine learning techniques
Esteche, Federico Divina and
Manuel Marrufo Vázquez
Enrique Dominguez, Ezequiel
13 Cooperative Evaluation using Moodle López-Rubio and Miguel A. Mo-
lina-Cabello
Automatic Categorization of Introductory
23 Programming Students
Miguel Angel Rubio
Julián Estévez, Gorka Garate,
Using Scratch to Improve Undergraduate
28 Students’ Skills on Artificial Intelligence
José Manuel Lopez-Guede and
Manuel Graña
Project-based Methodology to Lecture on
Damián Fernández-Cerero and
30 Web Frameworks Applied to the Manage-
Alejandro Fernández-Montes
ment of Health-related Data
José-Lázaro Amaro-Mellado,
Game-based Student Response System
Daniel Antón, Macarena Pé-
35 (GSRS) applied to a multidisciplinary tea-
rez-Suárez and Francisco Martí-
ching context
nez-Álvarez
Deployment of an internal quality assurance Cristina Rubio-Escudero, Fran-
42 system at Pablo de Olavide University of Se- cisco Martínez-Álvarez, Esther
ville: improving students skills Atencia and Alicia Troncoso
24SOCO: Data generation and preparation
Hour: 12:00 - 13:00 Room: Sala de tesis
Chair: Cristina Rubio Escudero
ID Title Authors
Belén Vega-Márquez, Cristina
Generating Synthetic Data with Generative Rubio-Escudero, José C. Riquel-
70 Adversarial Networks me-Santos and Isabel Nepomu-
ceno-Chamorro
Data Selection to Improve Anomaly Detec- Nuño Basurto and Álvaro Herre-
46 tion in a Component-Based Robot ro
Addressing low dimensionality feature sub-
Antonio J. Tallón-Ballesteros,
26 set selection: ReliefF(-k) or extended Correla-
Luís Cavique and Simon Fong
tion-based Feature Selection(eCFS)?
Alberto Rivas, Jesús M. Fraile,
A Predictive Maintenance Model Using Re-
42 current Neural Networks
Pablo Chamoso, Alfonso Gonzá-
lez Briones and Ines Sitton
25SOCO SS04: Soft computing in aerospace, mechanical and civil
engineering: new methods and industrial applications
Hour: 13:00 - 14:00 Room: Sala de tesis
Chair: Soledad Le Clainche
ID Title Authors
An introduction to some methods for soft
15 computing in fluid dynamics
Soledad Le Clainche
Víctor Beltrán, Soledad Le Clain-
19 A Data-driven ROM based on HODMD
che and José M. Vega
Soft computing techniques to analyze the Christian Amor, José M. Pérez,
14 turbulent wake of a wall-mounted square Philipp Schlatter, Ricardo Vinue-
cylinder sa and Soledad Le Clainche
Jose Miguel Perez Perez, Sole-
Generating three-dimensional fields from
17 two-dimensional soft computing strategies
dad Le Clainche Martinez and
Jose Manuel Vega de Prada
Low Cost Methods for Computing Instabili-
62 ties in Boundary Layer Flows
Juan Martin and Pedro Paredes.
26- SEVILLE CITY -
Seville is located in the South of Spain. Situated on the banks of the Guadal-
A provincial capital, seat of the gover- quivir River, Seville has a rich Moorish
nment and parliament of the Comuni- heritage, and used to be a prosperous
dad Autónoma de Andalucía (Regional port that carried out trade with the
Government). It has more than 700,000 Americas. The old town of Sevilla, co-
inhabitants, nearly half the population vering almost four square kilometers, is
of the whole province. The city of Se- one of the three largest in Europe along
ville is located on the plain of the Gua- with Venice and Genova. The most re-
dalquivir River which crosses the city presentative landmarks of Sevilla are
from North to South. The river can be the cathedral, one of the largest ones
navigated from Seville all the way to of Gothic times, with its famous be-
its outlet near Sanlúcar de Barrameda, ll-tower, La Giralda, reconstructed from
on the Atlantic coast. In the past the the minaret of the original mosque, the
port of Seville played an important role Royal Alcazar, developed from a moo-
in commerce between Spain and the rish palace which displays a beautiful
Americas and it remains today one of mixture of Mudejar and Renaissance
the most active river ports of the Ibe- styles, and La Torre del Oro, a defensive
rian Peninsula. barrier on the river to protect the river
port.
27The streets and squares in the historic
quarter of the capital of Andalucía are
lively and busy. They are home to many
buildings that have the World Heritage
designation, and many districts are full
of traditional culture, like Triana and La
Macarena.
Furthermore, Seville is a prominent bu-
siness and service centre in the south
of Spain and has many hotels distribu-
ted all over the city which enable visi-
tors to discover endless attractions.
Museums and art centres, theme parks,
cinemas, theatres and clubs are some
of the many leisure options that a great
city like Seville holds. Without forget-
ting, of course, the numerous terraces,
inns and bars where visitors can prac-
tise one of the most deeply-rooted and
tasty traditions in the city: “Going out
for tapas”.
A complete and practical guide about Sevilla can be found at the webpage of the
Sevilla Town Hall - Tourism.
http://www.turismosevilla.org/opencms2/opencms/en/index.html
28- SOCIAL ACTIVITIES - Monday, 13th: City center and cocktail All participants of the conference are invited to join us at 18:30 to walk around the historic city center. The meeting point is Metrosol Parasol Sevilla (Plaza de la Encarnación). After the visit, we will enjoy a cocktail at the terrace of Hotel Eurostars Sevilla Boutique (calle Abades, 41-43), starting at 20:30. You can’t simply miss this unforgettable night! 29
Metrosol Parasol Sevilla, meeting point for the guided visit
Tuesday, 14th: Gala Dinner
All participants of the conference are invited to join us at 19:30 to attend to a
flamenco show at Baraka Sala Flamenca (http://www.barakasalaflamenca.com/)
(calle Pagés del Corro, 70). The show will last 1 hour, with complimentary glasses
of Andalousian white wine (manzanilla) and sangría.
At 20:30, we will head to the Gala Diner walking around by the Guadalquivir River.
The Gala Diner will take place at Rio Grande restaurant (calle Betis, 69) and will
start at 21:00.
30- U S E F U L I N F O R M AT I O N - Useful phone numbers The international phone number prefix for Spain is +34. Emergency call number (preferred) 112 Police 091 Ambulance 061 Fire brigade 080 Emergency conference contact Francisco Martínez-Álvarez fmaralv@upo.es +34 610 378 960 José Francisco Torres jftormal@upo.es +34 605 035 759 31
U N I V E R S I D A D
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