CONFERENCE PROGRAMME13th - 15th May, 2019 - Seville (Spain)

1

14th International Conference on Soft Computing Models in Industrial and Environmental Applications

2019.sococonference.eu

SOCO 2019

12th International Conference on Computational Intelligence in Security for Information Systems

2019.cisisconference.eu

CISIS 2019

10th International Conference on EUropean Transnational Education

2019.iceuteconference.eu

ICEUTE 2019

2

3

- P R E FA C E -

International Conference SOCO’19

This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2019 confe-rence held in the beautiful and historic city of Seville (Spain), in May 2019.

Soft computing represents a collec-tion or set of computational techni-ques in machine learning, computer science and some engineering disci-plines, which investigate, simulate, and analyze very complex issues and phe-nomena.

After a through peer-review process, the 14th SOCO 2019 International Pro-gram Committee selected 57 papers

which are published in these conferen-ce proceedings and represents an ac-ceptance rate of 45%. In this relevant edition a special emphasis was put on the organization of special sessions. Four special session was organized related to relevant topics as: Soft Com-puting Methods in Manufacturing and Management Systems; Soft Compu-ting Applications in the Field of Indus-trial and Environmental Enterprises; Optimization, Modeling and Control by Soft Computing Techniques and Soft Computing in Aerospace, Mechanical and Civil Engineering: New methods and Industrial Applications.

4

The selection of papers was extremely rigorous in order to maintain the high quality of the conference and we would like to thank the members of the Pro-gram Committees for their hard work in the reviewing process. This is a crucial process to the creation of a high stan-dard conference and the SOCO con-ference would not exist without their help.

SOCO 2019 enjoyed outstanding key-note speeches by distinguished guest speakers: Prof. Dieu Tien Bui (Universi-ty of South-Eastern Norway), Prof. Juan M. Corchado (University of Salaman-ca), Prof. Julien Jacques (University of

Lyon, Lyon, France).

Particular thanks go as well to the con-ference main sponsors, Startup Ole, IEEE-SMC Spanish Chapter who jointly contributed in an active and constructi-ve manner to the success of this initia-tive. We would like to thank all the spe-cial session organizers, contributing authors, as well as the members of the Program Committees and the Local Or-ganizing Committee for their hard and highly valuable work. Their work has helped to contribute to the success of the SOCO 2019 event.

The EditorsFrancisco Martínez-Álvarez

Alicia TroncosoJosé Antonio Sáez Muñoz

Héctor QuintiánEmilio CorchadoMay, 2019

5

This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at CISIS 2019 and ICEUTE 2019, both conferences held in the beautiful and historic city of Seville (Spain), in May 2019.

The aim of the 12th CISIS 2019 con-ference is to offer a meeting opportu-nity for academic and industry-related researchers belonging to the various, vast communities of Computational Intelligence, Information Security, and Data Mining. The need for intelligent, flexible behaviour by large, complex systems, especially in mission-critical domains, is intended to be the catalyst and the aggregation stimulus for the overall event.

After a through peer-review process, the CISIS 2019 International Program Committee selected 20 papers which are published in these conference pro-ceedings achieving an acceptance rate of 30%. In this relevant edition a special emphasis was put on the organization of special sessions. One special ses-sion was organized related to relevant topics as: From the least to the least: cryptographic and data analytics solu-tions to fulfil least minimum privilege and endorse least minimum effort in information systems.

In the case of 10th ICEUTE 2019, the International Program Committee se-lected 15 papers, which are published in these conference proceedings. Two special session were organized related

International Conference CISIS-ICEUTE’19

6

to relevant topics as: Looking for Came-lot: New Approaches to Asses Compe-tencies; Innovation in Computer Scien-ce Education.

The selection of papers was extremely rigorous in order to maintain the high quality of the conference and we would like to thank the members of the Pro-gram Committees for their hard work in the reviewing process. This is a cru-cial process to the creation of a high standard conference and the CISIS and ICEUTE conferences would not exist wi-thout their help.

CISIS 2019 and ICEUTE 2019 conferen-ces enjoyed outstanding keynote spee-ches by distinguished guest speakers: Prof. Dieu Tien Bui

(University of South-Eastern Norway), Juan M. Corchado (University of Sala-manca) and Prof. Julien Jacques (Uni-versity of Lyon).

Particular thanks go as well to the con-ference main sponsors, Startup Ole, IEEE-SMC Spanish Chapter, The Inter-national Federation for Computational Logic, who jointly contributed in an active and constructive manner to the success of this initiative. We would like to thank all the special session organi-zers, contributing authors, as well as the members of the Program Commit-tees and the Local Organizing Commi-ttee for their hard and highly valuable work. Their work has helped to contri-bute to the success of the CISIS 2019 and ICEUTE 2019 events.

The EditorsFrancisco Martínez-Álvarez

Alicia TroncosoJosé Antonio Sáez Muñoz

Héctor QuintiánEmilio CorchadoMay, 2019

7

- P L E N A R Y S P E A K E R S -

Prof. Juan Manuel CorchadoDirector - BISITE Research Group, University of Salamanca, Salamanca, SpainDirector - European IoT Digital Innovation HubPresident – 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 Science at the University of Salamanca. In addition to a PhD in Computer Sciences from the University of Sa-lamanca, he holds a PhD in Artificial Intelligence from the University of the West of Scotland. Juan Manuel

Date: Tuesday, 14 Hour: 11:00 - 12:00

Building: 45Room: Sala de tesis

Prof. Dieu Tien BuiAssociate 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 GIS, remote sensing, and artificial intelligence and ma-chine learning for natural hazards and environmental problems such as landslides, floods and forest fires, ground biomass, and structural displacement.

Date: Monday, 13Hour: 11:00 - 12:00Building: 45Room: Sala de tesis

8

Prof. Julien JacquesProfessor 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 - 12:00Building: 45

Room: Sala de tesis

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).

9

TIM

EM

ON

DAY

13TU

ESDA

Y 14

WED

NES

DAY

15

08:0

0Re

gist

ratio

n (O

pen

the

who

le d

ay)

Regi

stra

tion

(Ope

n th

e w

hole

day

)Re

gist

ratio

n (O

pen

the

who

le d

ay)

08:3

0-09

:30

SOCO

TEM

PORA

L DA

TA

ANAL

YSIS

(7)

SOCO

SS

01 (6

)CI

SIS

GT0

1 (7

)SO

CO

SS02

(9)

SOCO

SS

03 (6

)

CISI

S SS

01 (5

)

*Sta

rtin

g at

9:

00

SOCO

AP

PLIC

A-TI

ON

S (6

)

ICEU

TE

SS02

(8)

09:3

0-10

:15

10:1

5-10

:30

Ope

ning

10:3

0-11

:00

Coff

e br

eak

Coff

e br

eak

(and

als

o IE

EE-S

MC

Span

ish

Chap

ter a

nual

mee

ting)

Coff

e br

eak

11:0

0-12

:00

11:0

0-12

:00

Pl

enar

y Sp

eake

rPr

of. D

ieu

Tien

Bui

11:0

0-12

:00

Plen

ary

Spea

ker

Prof

. Jua

n M

anue

l Cor

chad

o Ro

dríg

uez

11:0

0-12

:00

Plen

ary

Spea

ker

Prof

. Jul

ien

Jacq

ues

12:0

0-13

:00

SOCO

MAC

HIN

ELE

ARN

ING

(8)

CISI

SG

T02

(8)

SOCO

SMAR

T CI

TIES

&

IOT

(6)

ICEU

TE

SS01

(7)

SOCO

DATA

GEN

ERAT

ION

AN

D PR

EPAR

ATIO

N (4

)

13:0

0-14

:00

SOCO

SS04

(5)

14:0

0-16

:00

Lunc

hLu

nch

16:0

0-18

:30

FREE

TIM

EFR

EE T

IME

18:3

0-20

:30

SEVI

LLA

GU

IDED

TO

UR

(18:

30-2

0:30

)FL

AMEN

CO S

HO

W (s

ala

Bara

ka)

(19:

30-2

0:30

)

20:3

0CO

CKTA

IL (H

otel

Sev

illa

Bout

ique

)G

ALA

DIN

NER

(Río

Gra

nde)

10

Spec

ial S

essi

ons

SS01

SS02

SS03

SS04

SOFT

CO

MPU

TIN

G M

ETH

ODS

IN M

ANU

FACT

URI

NG

AN

D M

ANAG

EMEN

T SY

STEM

S

SOFT

CO

MPU

TIN

G A

PPLI

CATI

ON

S IN

TH

E FI

ELD

OF

INDU

STRI

AL A

ND

ENVI

RON

MEN

TAL

ENTE

RPRI

SES

OPT

IMIZ

ATIO

N, M

ODE

LIN

G A

ND

CON

TRO

L BY

SO

FT C

OM

PUTI

NG

TEC

HN

IQU

ES

SOFT

CO

MPU

TIN

G IN

AER

OSP

ACE,

MEC

HAN

ICAL

AN

D CI

VIL

ENG

INEE

RIN

G: N

EW M

ETH

ODS

AN

D IN

DUST

RIAL

APP

LICA

TIO

NS

SOCO SS

01FR

OM

TH

E LE

AST

TO T

HE

LEAS

T: C

RYPT

OG

RAPH

IC A

ND

DATA

AN

ALYT

ICS

SOLU

TIO

NS

TO F

ULF

ILL

LEAS

T M

INIM

UM

PRI

VILE

GE

AND

ENDO

RSE

LEAS

T M

INIM

UM

EFF

ORT

IN IN

FORM

ATIO

N S

YSTE

MS

CISI

S

SS01

SS02

LOO

KIN

G F

OR

CAM

ELO

T: N

EW A

PPRO

ACH

ES T

O A

SSES

CO

MPE

TEN

CIES

INN

OVA

TIO

N IN

CO

MPU

TER

SCIE

NCE

EDU

CATI

ON

ICEU

TE

11

Mon

day

13th

Room

Sal

a de

Tes

isRo

om 4

5.1.

11Ro

om 4

5.1.

10Ro

om S

ala

de T

esis

Room

45.

1.11

SOCO

: Tim

e se

ries

CISI

S GT

01SO

CO S

S01

SOCO

: Mac

hine

lear

ning

CISI

S GT

021

165

5731

25

6925

3427

710

3736

4816

6641

3934

1768

4345

3821

3920

4651

2249

4752

48

Tues

day

14th

Room

Sal

a de

Tes

isRo

om 4

5.1.

11Ro

om 4

5.1.

10Ro

om S

ala

de T

esis

Room

45.

1.11

SOCO

: SS0

2CI

SIS

SS01

SOCO

: SS0

3SO

CO: S

mar

t citi

esIC

EUTE

SS0

145

1413

3511

6424

1850

1832

2523

2419

3627

6012

3267

3728

640

3056

2141

5544

61 44

12

Wed

nesd

ay 1

5th

Room

Sal

a de

Tes

isRo

om 4

5.1.

11Ro

om S

ala

de T

esis

SOCO

: App

licat

ions

ICEU

TE: S

S02

SOCO

: Dat

a pr

epar

atio

n4

870

5812

4653

1326

5923

4216

28SO

CO S

S04

5430

1535

1942

14 17 62

13

Monday, 13th

ID Title Authors

01Ensemble Deep Learning for Forecasting 222Rn Radiation Level at Canfranc Under-ground Laboratory

Miguel Cárdenas Montes and Iván Méndez-Jiménez

02 Search of Extreme Episodes in Urban Ozone Maps Miguel Cárdenas Montes

27A Novel Heuristic Approach for the Simulta-neous Selection of the Optimal Clustering Method and its Internal Parameters for Time Series Data

Adriana Navajas, Diana Manja-rrés, Eva Portillo and Itziar Landa

48A hybrid approach for short-term NO2 fo-recasting: Case study of Bay of Algeciras (Spain)

Steffanie Van Roode Fuentes, Ignacio Turias Domínguez, Juan Jesus Ruiz Aguilar and Javier González Enrique

34Context-Aware Data Mining vs Classical Data Mining: Case Study on Predicting Soil Moisture

Anca Avram, Oliviu Matei, Came-lia-M. Pintea, Petrica C. Pop and Carmen Ana Anton

38 DTW as alignment function in the context of Time Series balancing

Enrique De La Cal Marín, José Ramón Villar and Javier Sedano

51 Feature clustering to improve Fall Detection: a preliminary study

Mirko Fáñez, José Ramón Villar, Enrique De La Cal Marín, Víctor Gonzalez and Javier Sedano

Session SOCO: Temporal data AnalysisHour: 08:30 - 10:15 Room: Sala de tesisChair: Miguel Cárdenas

14

SOCO SS01: Soft Computing Methods in Manufacturing and Ma-nagement SystemsHour: 08:30 - 10:15 Room: 45.1.10Chair: Damian Krenczyk

ID Title Authors

65A hybrid heuristic algorithm for multi-man-ned assembly line balancing problem with location constraints

Damian Krenczyk and Karol Dziki

69A comparison analysis of the computer si-mulation results of the real production sys-tem

Cezary Grabowik, Grzegorz Cwi-kla, Krzysztof Kalinowski and Magdalena Kuc

10Multiple Fault Diagnosis in Manufacturing Processes and Machines using Probabilistic Boolean Networks

Pedro J. Rivera Torres, Antônio José Silva Neto and Orestes Lla-nes-Santiago

66 Concurrent planning and scheduling of hete-rogeneous production system. Case study.

Bozena Skolud, Agnieszka Szo-pa and Krzysztof Kalinowski

68 Multi-domain, advisory computing system in continuous manufacturing processes

Krzysztof Niemiec and Damian Krenczyk

39 Assessment of similarity of elements as a basis for production costs estimation

Grzegorz Cwikla, Cezary Gra-bowik, Krzysztof Banczyk and Lukasz Wiecha

15

ID Title Authors

01Perturbing Convolutional Feature Maps with Histogram of Oriented Gradients for Face Li-veness Detection

Yasar Rehman, Lai-Man Po, Mengyang Liu, Zijie Zou and Weifeng Ou

05 Comparison of System Call Representations for Intrusion Detection

Sarah Wunderlich, Markus Ring, Dieter Landes and Andreas Ho-tho

07 Efficient Verification of Security Protocols Time Properties using SMT solvers

Agnieszka Zbrzezny, Sabina Szy-moniak and Mirosław Kurkowski

16A Framework of New Hybrid Features for Intelligent Detection of Zero Hour Phishing Websites

Thomas Nagunwa

17 Mirkwood: An online parallel crawler Juan F. Garcia and Miguel V. Ca-rriegos

21Improving SVM Classification on Imbalan-ced Datasets for EEG-based Person Authen-tication

Nga Tran, Dat Tran, Shuangzhe Liu, Linh Trinh and Tien Pham

22Solving the Test Case Prioritization Problem with secure features using Ant Colony Sys-tem

Andreea Vescan, Camelia-M. Pintea and Petrica Pop

CISIS: General Track 01Hour: 08:30 - 10:15 Room: 45.1.11Chair: Petrica Pop

16

SOCO: Machine LearningHour: 12:00 - 14:00 Room: Sala de tesisChair: Beatriz Pontes

ID Title Authors

57 Indexes to find the optimal number of clus-ters in a hierarchical clustering

José David Martín-Fernández, José María Luna-Romera, Bea-triz Pontes and José Cristóbal Riquelme-Santos

25Analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy

Iratxe Niño-Adan, Itziar Lan-da-Torres, Eva Portillo and Diana Manjarres

37Classifying Excavator Operations with Fu-sion Network of Multi-Modal Deep Learning Models

Jinyoung Kim and Sungbae Cho

41 A Study on Trust in Black Box Models and Post-Hoc Explanations

Nadia El Bekri, Jasmin Kling and Marco Huber

43 A Study on Hyperparameter Configuration for Human Activity Recognition

Kemilly Garcia, Tiago Carvalho, João Moreira, João M.P. Cardo-so and André C.P.L.F. de Carval-ho

20A Fuzzy Approach for Sentences Relevance Assessment in Multi-Document Summariza-tion

Eduardo Valladares-Valdés, Al-fredo Simón-Cuevas, Francisco P. Romero and José A. Olivas

49Online estimation of the state of health of a rechargeable battery through distal learning of a fuzzy model

Luciano Sanchez, Jose Otero, David Ansean Gonzalez, Manue-la González and Inés Couso

52 A proposal for the development of lifelong dialog systems

David Griol, Araceli Sanchis and Jose Manuel Molina

17

ID Title Authors

31Toward an Privacy Protection based on Ac-cess Control Model in Hybrid Cloud for Heal-thcare Systems

Son Ha Xuan, Hoang Nguyen Minh and Vo Hong-Khanh

34 Video Anomaly detection and localization in crowded scenes

Mariem Gnouma, Ridha Ejbali and Mourad Zaied

36 Beta chaotic map based image steganogra-phy

Rim Zahmoul, Afef Abbes, Ridha Ejbali and Mourad Zaied

39 Deep wavelet extreme learning machine for data classification

Siwar Yahia, Salwa Said and Mourad Zaied

45 Palm vein age and gender estimation using Center Symmetric-Local Binary Pattern

Wafa Damak, Randa Boukhris, Alima Damak and Dorra Sellami

46 Neuro-Evolutionary Feature Selection to De-tect Android Malware

Silvia Gonzalez, Álvaro Herrero, Javier Sedano and Emilio Cor-chado

47Improving Blockchain Security Validation and Transaction Processing Through Hete-rogeneous Computing

Ciprian Pungila and Viorel Negru

48 Anomaly detection on patients undergoing general anesthesia

Esteban Jove, José M. Gonzá-lez-Cava, José-Luis Castelei-ro-Roca, Héctor Quintián, Juan Albino Méndez-Pérez and José Luis Calvo-Rolle

CISIS: General Track 02Hour: 12:00 - 14:00 Room: 45.1.11Chair: Ciprian Pungila

18

Tuesday, 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 systemsHour: 08:30 - 10:30 Room: 45.1.11Chair: Víctor Gayoso

ID Title Authors

14 An internet voting proposal towards impro-ving usability and coercion resistance

Iñigo Querejeta Azurmendi, Luis Hernández Encinas, David Arro-yo and Jorge L. Hernández-Ar-dieta

24 Linearization of cryptographic sequences Sara D. Cardell and Amparo Fus-ter-Sabater

25On-the-fly testing an implementation of Arrow lightweight PRNG using a LabVIEW framework

Amalia Beatriz Orúe López, Al-fonso Blanco Blanco, Agustin Martín Muñoz, Victor Gayoso Martínez, Oscar Martínez Grau-llera, Luis Hernández Encinas and Fausto Montoya Vitini

27 A novel construction for streaming networks with delays

Verónica Requena Arévalo, Joan-Josep Climent and Diego Napp

37Hyot: leveraging Hyperledger for construc-ting an event-based traceability system in IoT

Jesús Iglesias García, Jesus Diaz and David Arroyo

SOCO SS02: Soft computing applications in the field of industrial and environmental enterprisesHour: 08:30 - 10:30 Room: Sala de tesisChair: Álvaro Herrero

19

ID Title Authors

45Outlier generation and anomaly detection based on intelligent one-class techniques over a bicomponent mixing system

Esteban Jove, José-Luis Cas-teleiro-Roca, Héctor Quintián, Juan Albino Méndez-Pérez and José Luis Calvo-Rolle

64 Material Flow Optimization Using Milk Run System in Automotive Industry

Dragan Simic, Vasa Svircevic, Vladimir Ilin, Svetislav D. Simic and Svetlana Simic

32 Smart PPE and CPE Platform for Electric In-dustry Workforce.

Sergio Márquez Sánchez, Ro-berto Casado Vara, Francisco Javier García Criado, Sara Ro-dríguez González, Juan Manuel Corchado Rodríguez and Javier Prieto Tejedor

36 Acoustic Anomaly Detection Using Convolu-tional Autoencoders in Industrial Processes

Taha Berkay Duman, Baris Bayram and Gokhan Ince

67One-Class Classification to Predict the Suc-cess of Private-Participation Infrastructure Projects in Europe

Álvaro Herrero and Alfredo Jime-nez

30 Optimizing a Bi-Objective Vehicle Routing Problem appearing in industrial enterprises

Ana D. López-Sánchez, Alfredo G. Hernández-Díaz, Julián Moli-na and Manuel Laguna

55 An industrial application of soft computing for the design of personalized call centers

David Griol, Jose Manuel Molina and Araceli Sanchis

61 A preliminary study on Multivariate Time Se-ries clustering

Iago Vazquez, José Ramón Vi-llar, Javier Sedano and Svetlana Simic

44Adaptive fault-tolerant tracking control algo-rithm for IoT systems: smart building case study

Roberto Casado-Vara, Fernando De La Prieta, Sara Rodríguez, Jose Luis Calvo Rolle, Sergio Márquez Sánchez, G. Kumar Ve-nayagamoorthy, Pastora Vega and Javier Prieto

20

ID Title Authors

13 Low Voltage Grid Operation Scheduling Con-sidering Forecast Uncertainty

Albert Ferrer Moreno, Ferran To-rrent Fontbona, Joan Colomer Llinas and Joaquim Meléndez Frigola

18 Iterative Learning Control for a Hydraulic Cushion

Ignacio Trojaola, Iker Elorza, Eloy Irigoyen, Aron Pujana and Carlos Calleja

23 Opinion Mining to Detect Irony in Twitter Messages in Spanish

Daniela E Sanjinés, Vivian F. López, Ana B. Gil and María N. Moreno

60An efficient soft computing approach for sol-ving the Two-Stage Transportation Problem with fixed costs

Ovidiu Cosma, Petrica Pop and Ioana Zelina

28Takagi-Sugeno fuzzy incremental state mo-del for optimal control of a ball and beam nonlinear model

Basil Mohammed Al-Hadithi, José Miguel Adánez and Agus-tín Jiménez

56 Time-Oriented System to Control Critical Me-dications

Cristina Puente, Alejandro So-brino, Augusto Villa-Monte and Jose Angel Olivas

SOCO SS03: Optimization, modelinh and control by soft compu-ting techniquesHour: 08:30 - 10:30 Room: 45.1.10Chair: Eloy Irigoyen Gordo

21

SOCO: Smart Cities & IoTHour: 12:00 - 14:00 Room: Sala de tesisChair: David Gutiérrez-Avilés

ID Title Authors

35 Real-Time Big Data Analytics in Smart Cities from LoRa-based IoT Networks

Antonio M. Fernández, David Gutiérrez-Avilés, Alicia Troncoso and Francisco Martínez-Álvarez

50 Deep learning in modeling energy cost of buildings in the public sector

Marijana Zekic-Susac, Marinela Knezevic and Rudolf Scitovski

24Framework for the detection of physiological parameters with musical stimuli based on IoT

Mario Alcántara Garrote, Ana Belén Gil González, Ana de Luis, María N. Moreno García and Be-lén Pérez Lancho

12Sara Rodríguez-González, Fernado De la Prieta and José Alberto García-Coria. Edge Computing architectures in Industry 4.0: a general survey and comparison.

Inés Sittón-Candanedo, Ricardo S. Alonso

06 Predictive maintenance from event logs using wavelet-based features

Jairo Cugliari, Stephane Bonne-vay and Victoria Granger

21Building robust prediction models for defec-tive sensor data using Artificial Neural Ne-tworks

Cláudio Rebelo De Sá, Arvind Ku-mar Shekar, Hugo Ferreira and Carlos Soares

22

ICEUTE SS01: Looking for camelot: new approaches t oasses competenciesHour: 12:00 - 14:00 Room: 45.1.11Chair: Araceli Queiruga-Dios

ID Title Authors

11Data Mining for Statistical Evaluation of Summative and Competency-Based Assess-ments in Mathematics

Snezhana Gocheva-Ilieva, Mar-ta Teofilova, Anton Iliev, Hristi-na Kulina, Desislava Voynikova, Atanas Ivanov and Pavlina Ata-nasova

18 Looking for the antidote for contaminated water: learning through an escape game

Maria Jesus Santos, Mario Mi-guel, Araceli Queiruga-Dios and Ascensión Hernández Encinas

19 Enhancing Collaborative Learning Through Pedagogical Alignment

Júlia Justino and Silviano Ra-fael

32 Rules Math: Establishing assessment stan-dards

Araceli Queiruga-Dios, Gerar-do Rodriguez Sanchez, Marie Demlova, Deolinda Rasteiro, As-censión Hernández Encinas and Maria Jesus Santos Sánchez

40 Evaluate Mathematical Competencies in En-gineering Using Video-Lessons

Deolinda Rasteiro and Cristina Caridade

41 Statistical Methods - What is the problem here?

Deolinda Rasteiro and Cristina Caridade

44 Enhancing the learning of Cryptography through Concept Maps

Amalia Beatriz Orúe López, Alina Maria Orúe López, Liliana Mon-toya Orue, Victor Gayoso Martí-nez and Agustin Martin Muñoz

23

Wednesday, 15th

SOCO: ApplicationsHour: 08:30 - 10:30 Room: Sala de tesisChair: José Manuel López-Guede

ID Title Authors

04Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data

Harshita Seth, Pulkit Kumar and Muktabh Mayank Srivastava

58Characteristic of WiFi Network Based on Space Model with Using Turning Bands Co-Simulation Method

Anna Kaminska-Chuchmala

53Inconsistency detection on Data Communi-cation standards using Information Extrac-tion techniques: the ABP case

Sonia Leon, José Antonio Ro-dríguez Mondéjar and Cristina Puente Águeda

59 Mobile architecture for forest fire simulation using PhyFire-HDWind model

Alejandro Hernández, David Ál-varez, M. Isabel Asensio and Sara Rodríguez

16A Proposal of Robust Leak Localization in Water Distribution Networks using Differen-tial Evolution

Maibeth Sánchez-Rivero, Mar-cos Quiñones Grueiro, Carlos Cruz, Antônio José Silva Neto and Orestes

54 Neural model of a specific single proton ex-change membrane PEM fuel cell

Jose Manuel Lopez-Guede, Ma-nuel Grana and Julian Estevez

24

ICEUTE SS02: Innovation in computer science educationHour: 08:30 - 10:30 Room: 45.1.11Chair: Miguel García Torres

ID Title Authors

08 Analysis of student achievement scores: A machine learning approach

Miguel García Torres, David Be-cerra Alonso, Francisco A. Gó-mez Vela, Federico Divina, Usa-bel López Cobo and Francisco Martínez Álvarez

12Analysis of teacher training in mathematics in Paraguay’s elementary education system using machine learning techniques

Viviana E. Jiménez Chaves, Mi-guel García Torres, José Luis Vázquez Noguera, César D. Ca-brera Oviedo, Andrea P. Riego Esteche, Federico Divina and Manuel Marrufo Vázquez

13 Cooperative Evaluation using MoodleEnrique Dominguez, Ezequiel López-Rubio and Miguel A. Mo-lina-Cabello

23 Automatic Categorization of Introductory Programming Students Miguel Angel Rubio

28 Using Scratch to Improve Undergraduate Students’ Skills on Artificial Intelligence

Julián Estévez, Gorka Garate, José Manuel Lopez-Guede and Manuel Graña

30Project-based Methodology to Lecture on Web Frameworks Applied to the Manage-ment of Health-related Data

Damián Fernández-Cerero and Alejandro Fernández-Montes

35Game-based Student Response System (GSRS) applied to a multidisciplinary tea-ching context

José-Lázaro Amaro-Mellado, Daniel Antón, Macarena Pé-rez-Suárez and Francisco Martí-nez-Álvarez

42Deployment of an internal quality assurance system at Pablo de Olavide University of Se-ville: improving students skills

Cristina Rubio-Escudero, Fran-cisco Martínez-Álvarez, Esther Atencia and Alicia Troncoso

25

SOCO: Data generation and preparationHour: 12:00 - 13:00 Room: Sala de tesisChair: Cristina Rubio Escudero

ID Title Authors

70 Generating Synthetic Data with Generative Adversarial Networks

Belén Vega-Márquez, Cristina Rubio-Escudero, José C. Riquel-me-Santos and Isabel Nepomu-ceno-Chamorro

46 Data Selection to Improve Anomaly Detec-tion in a Component-Based Robot

Nuño Basurto and Álvaro Herre-ro

26 Addressing low dimensionality feature sub-set selection: ReliefF(-k) or extended Correla-tion-based Feature Selection(eCFS)?

Antonio J. Tallón-Ballesteros, Luís Cavique and Simon Fong

42 A Predictive Maintenance Model Using Re-current Neural Networks

Alberto Rivas, Jesús M. Fraile, Pablo Chamoso, Alfonso Gonzá-lez Briones and Ines Sitton

26

SOCO SS04: Soft computing in aerospace, mechanical and civil engineering: new methods and industrial applicationsHour: 13:00 - 14:00 Room: Sala de tesisChair: Soledad Le Clainche

ID Title Authors

15 An introduction to some methods for soft computing in fluid dynamics Soledad Le Clainche

19 A Data-driven ROM based on HODMD Víctor Beltrán, Soledad Le Clain-che and José M. Vega

14Soft computing techniques to analyze the turbulent wake of a wall-mounted square cylinder

Christian Amor, José M. Pérez, Philipp Schlatter, Ricardo Vinue-sa and Soledad Le Clainche

17 Generating three-dimensional fields from two-dimensional soft computing strategies

Jose Miguel Perez Perez, Sole-dad Le Clainche Martinez and Jose Manuel Vega de Prada

62 Low Cost Methods for Computing Instabili-ties in Boundary Layer Flows Juan Martin and Pedro Paredes.

27

- S E V I L L E C I T Y -Seville is located in the South of Spain. A provincial capital, seat of the gover-nment and parliament of the Comuni-dad Autónoma de Andalucía (Regional Government). It has more than 700,000 inhabitants, nearly half the population of the whole province. The city of Se-ville is located on the plain of the Gua-

dalquivir River which crosses the city from North to South. The river can be navigated from Seville all the way to its outlet near Sanlúcar de Barrameda, on the Atlantic coast. In the past the port of Seville played an important role in commerce between Spain and the Americas and it remains today one of the most active river ports of the Ibe-rian Peninsula.

Situated on the banks of the Guadal-quivir River, Seville has a rich Moorish heritage, and used to be a prosperous port that carried out trade with the Americas. The old town of Sevilla, co-vering almost four square kilometers, is one of the three largest in Europe along with Venice and Genova. The most re-

presentative landmarks of Sevilla are the cathedral, one of the largest ones of Gothic times, with its famous be-ll-tower, La Giralda, reconstructed from the minaret of the original mosque, the Royal Alcazar, developed from a moo-rish palace which displays a beautiful mixture of Mudejar and Renaissance styles, and La Torre del Oro, a defensive barrier on the river to protect the river port.

28

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

The 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”.

29

- S O C I A L A C T I V I T I E S -

Monday, 13th: City center and cocktailAll 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!

30

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.

Metrosol Parasol Sevilla, meeting point for the guided visit

Tuesday, 14th: Gala Dinner

31

- U S E F U L I N F O R M AT I O N -

Useful phone numbers

Emergency conference contact

The international phone number prefix for Spain is +34.

Emergency call number (preferred) 112

Police 091

Ambulance 061

Fire brigade 080

Francisco Martínez-Álvarez fmaralv@upo.es +34 610 378 960

José Francisco Torres jftormal@upo.es +34 605 035 759

DATA SCIENCEBIG DATA

RESEARCH LAB

PABLO DE OLAVIDE UNIVERSITY

U N I V E R S I D A D

S E V I L L A